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                    U.S. DEPARTMENT OF AGRICULTURE
 Quality and Safety Assessment Research Unit: Athens, GA
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ARS Home Southeast Area Athens, Georgia U.S. National Poultry Research Center Quality and Safety Assessment Research Unit People & Locations







Bosoon  Park

                                                                (PhD)
                        Quality and Safety Assessment Research Unit

                        




                        
                        Agricultural Engineer
                        Phone: (706) 546-3396
                        
                        
                        Fax: (706) 546-3633(Employee information on this page comes from the REE Directory. Please contact your front office staff to update the REE Directory.)
                            ProjectsSmart Optical Sensing of Food Hazards and Elimination of Non-Nitrofurazone Semicarbazide in Poultry
                                                    In-House Appropriated
                                                                    (D)Accession Number: 439723Hyperspectral Imaging for Quality and Safety Evaluation of Agricultural Commodities
                                                    Non-Assistance Cooperative Agreement
                                                                    (S)Accession Number: 442467USDA ARS Research Apprenticeship Program at University of Texas at Arlington
                                                    Non-Assistance Cooperative Agreement
                                                                    (S)Accession Number: 442862Sustainable Poultry Processing Research
                                                    Non-Assistance Cooperative Agreement
                                                                    (S)Accession Number: 443081Poultry Processing Research and Innovation
                                                    Non-Assistance Cooperative Agreement
                                                                    (S)Accession Number: 444800**Publications**
                                                (Clicking on the reprint icon
                                                    Reprint Icon
                                                    will take you to the publication reprint.)Quantitative prediction and visualization of matcha color physicochemical indicators
using hyperspectral microscope imaging technology
                                                        

- (Peer Reviewed Journal)Li, D., Park, B., Chen, Q., Ouyang, Q., Kang, R. 2024. Quantitative prediction and visualization of matcha color physicochemical indicators using hyperspectral microscope imaging technology. Food Control. https://doi.org/10.1016/j.foodcont.2024.110531.Coupling hyperspectral imaging with machine learning algorithms for detecting polyethylene (PE) and polyamide (PA) in soils
                                                        

- (Peer Reviewed Journal)Huan, C., Shin, T., Park, B., Ro, K.S., Jeong, C., Jeon, H., Tan, P. 2024. Coupling hyperspectral imaging with machine learning algorithms for detecting microplastics in soils. Journal of Hazardous Materials. https://doi.org/10.1016/j.jhazmat.2024.134346.3D-GhostNet: A novel spatial-spectral algorithm to improve foodborne bacteria classification coupled with hyperspectral microscopic imaging technology
                                                        

- (Peer Reviewed Journal)Kang, R., Sun, S., Ouyang, Q., Huang, J., Park, B. 2024. 3D-GhostNet: A novel spatial-spectral algorithm to improve foodborne bacteria classification coupled with hyperspectral microscopic imaging technology. Sensors and Actuators B: Chemical. https://doi.org/10.1016/j.snb.2024.135706.A multiscale computation study on bruise susceptibility of blueberries from mechanical impact
                                                        

- (Peer Reviewed Journal)Hou, J., Park, B., Li, C., Wang, X. 2023. A multiscale computation study on bruise susceptibility of blueberries from mechanical impact. Postharvest Biology and Technology. https://doi.org/10.1016/j.postharvbio.2023.112660.Hyperspectral microscope imaging applications for food safety and quality

- (Abstract Only)Classification between live and dead foodborne bacteria with hyperspectral microscope imagery and machine learning
                                                        

- (Peer Reviewed Journal)Park, B., Shin, T., Wang, B., Mcdonogh, B., Fong, A. 2023. Classification between live and dead foodborne bacteria with hyperspectral microscope imagery and machine learning. Journal of Microbiological Methods. https://doi.org/10.1016/j.mimet.2023.106739.Automated segmentation of foodborne bacteria from chicken rinse with hyperspectral microscope imaging and deep learning methods
                                                        

- (Peer Reviewed Journal)Park, B., Shin, T., Kang, R., Fong, A., Mcdonogh, B., Yoon, S.C. 2023. Automated segmentation of foodborne bacteria from chicken rinse with hyperspectral microscope imaging and deep learning methods. Computers and Electronics in Agriculture. https://doi.org/10.1016/j.compag.2023.107802.Biopolymer encapsulated AgNO3 nanoparticle substrates with surface-enhanced Raman spectroscopy (SERS) for Salmonella detection from chicken rinse
                                                        

- (Peer Reviewed Journal)Eady, M.B., Setia, G., Park, B., Wang, B., Sundaram, J. 2023. Biopolymer encapsulated AgNO3 nanoparticle substrates with surface-enhanced Raman spectroscopy (SERS) for Salmonella detection from chicken rinse. International Journal of Food Microbiology. https://doi.org/10.1016/j.ijfoodmicro.2023.110158.Improving blueberry firmness classification with spectral and textural features of microstructures using hyperspectral microscope imaging and deep learning
                                                        

- (Peer Reviewed Journal)Park, B., Shin, T., Cho, J., Lim, J., Park, K. 2022. Improving blueberry firmness classification with spectral and textural features of microstructures using hyperspectral microscope imaging and deep learning. Postharvest Biology and Technology. https://doi.org/10.1016/j.postharvbio.2022.112154.Earthworms increase the potential for enzymatic bio-activation of biochars made from co-pyrolyzing animal manures and plastic wastes
                                                        

- (Database / Dataset)Sanchez-Hernandez, J.C., Ro, K.S., Szogi, A.A., Chang, S., Park, B. 2022. Earthworms increase the potential for enzymatic bio-activation of biochars made from co-pyrolyzing animal manures and plastic wastes. Dryad Digital Repository. https://doi.org/10.5061/dryad.kprr4xh6q.Microfluidic sampling and biosensing systems for foodborne Escherichia coli and Salmonella
                                                        

- (Peer Reviewed Journal)Wang, B., Park, B. 2022. Microfluidic sampling and biosensing systems for foodborne Escherichia coli and Salmonella. Foodborne Pathogens and Disease. https://doi.org/10.1089/fpd.2021.0087.Characterizing hyperspectral microscope imagery for classification of blueberry firmness with deep learning methods
                                                        

- (Peer Reviewed Journal)Park, B., Shin, T., Cho, J., Lim, J., Park, K. 2021. Characterizing hyperspectral microscope imagery for classification of blueberry firmness with deep learning methods. Agronomy Journal. https://doi.org/10.3390/agronomy12010085.Physicochemical indicators coupled with multivariate analysis for comprehensive evaluation of matcha sensory quality
                                                        

- (Peer Reviewed Journal)Wu, J., Ouyang, Q., Park, B., Kang, R., Wang, Z., Wang, L., Chen, Q. 2021. Physicochemical indicators coupled with multivariate analysis for comprehensive evaluation of matcha sensory quality. Food Chemistry. https://doi.org/10.1016/j.foodchem.2021.131100.Rapid identification of foodborne bacteria with hyperspectral microscope imaging and artificial intelligence classification algorithms
                                                        

- (Peer Reviewed Journal)Kang, R., Park, B., Ouyang, Q., Ren, N. 2021. Rapid identification of foodborne bacteria with hyperspectral microscope imaging and artificial intelligence classification algorithms. Food Control. https://doi.org/10.1016/j.foodcont.2021.108379.Simultaneous quantification of chemical constituents in matcha with visible near infrared hyperspectral imaging technology
                                                        

- (Peer Reviewed Journal)Ouyang, Q., Wang, L., Park, B., Kang, R., Chen, Q. 2021. Simultaneous quantification of chemical constituents in matcha with visible near infrared hyperspectral imaging technology. Food Chemistry. https://doi.org/10.1016/j.foodchem.2021.129141.Unsupervised prediction model for Salmonella detection with hyperspectral microscopy: A Multi-year validation
                                                        

- (Peer Reviewed Journal)Eady, M.B., Park, B. 2021. Unsupervised prediction model for Salmonella detection with hyperspectral microscopy: A Multi-year validation. Applied Sciences. https://doi.org/10.3390/app11030895.Label-free immunoassay for multiplex detections of foodborne bacteria in chicken carcass rinse with surface plasmon resonance imaging
                                                        

- (Peer Reviewed Journal)Park, B., Wang, B., Chen, J. 2021. Label-free immunoassay for multiplex detections of foodborne bacteria in chicken carcass rinse with surface plasmon resonance imaging. Foodborne Pathogens and Disease. http://doi.org/10.1089/fpd.2020.2850.Earthworms increase the potential for enzymatic bio-activation of biochars made from co-pyrolyzing animal manures and plastic wastes
                                                        

- (Peer Reviewed Journal)Sanchez-Hernandez, Juan C., Ro, Kyoung S., Szogi, Ariel A., Chang, Sechin, Park, Bosoon. 2021. Earthworms increase the potential for enzymatic bio-activation of biochars made from co-pyrolyzing animal manures and plastic wastes. Journal of Hazardous Materials. https://doi.org/10.1016/j.jhazmat.2020.124405.Immunoassay biosensing of foodborne pathogen with surface plasmon resonance imaging: A review
                                                        

- (Peer Reviewed Journal)Wang, B., Park, B. 2020. Immunoassay biosensing of foodborne pathogen with surface plasmon resonance imaging: A review. Journal of Agricultural and Food Chemistry. https://dx.doi.org/10.1021/acs.jafc.0c02295.Changing the landscape: an introduction to the AGFD technical program at the 258th ACS national meeting in San Diego
                                                        

- (Proceedings)Appell, M., Biswas, A., Chang, S, Chen, W., Cheng, H.N., Daily, J., F. Xuetong Fan, Granvogl, M., Guo, M., Ito, Y., Jin, T., Kobori, M., Leland, J.V., Liu, L.S., Luo, Y., MacMahon, S., Mahattanatawee, K., Nam, S., Osorio, C., Park, B., Ren, D., Sang, S., Shahidi, F., Tunick, M., Udenigwe, C.C. Wang, Q., Yokoyama, W.H., Yu, L., Zhang, Y., Zhu Y. 2020. Changing the landscape: an introduction to the Agricultural and Food Chemistry Technical Program at the 258th American Chemical Society National Meeting in San Diego. Journal of Agricultural and Food Chemistry 68(46):12769-12772. DOI: 10.1021/acs.jafc.0c02809Rapid and label-free immunosensing of Shiga toxin subtypes with surface plasmon resonance imaging
                                                        

- (Peer Reviewed Journal)Wang, B., Park, B., Chen, J., He, X. 2020. Rapid and label-free immunosensing of Shiga toxin subtypes with surface plasmon resonance imaging. Toxins. https://doi.org/10.3390/toxins12050280.Hyperspectral microscope imaging for food safety and quality applications

- (Abstract Only)Hyperspectral Imaging Technology for Detection of Foreign Materials on Poultry Meat

- (Abstract Only)Assessment of matcha sensory quality using hyperspectral microscope imaging technology
                                                        

- (Peer Reviewed Journal)Quyang, Q., Wang, L., Park, B., Kang, R., Wang, Z., Chen, Q., Guo, Z. 2020. Assessment of matcha sensory quality using hyperspectral microscope imaging technology. LWT - Food Science and Technology. https://doi.org/10.1016/j.lwt.2020.109254.Single-cell classification of foodborne pathogens using hyperspectral microscope imaging coupled with deep learning frameworks
                                                        

- (Peer Reviewed Journal)Kang, R., Park, B., Eady, M.B., Ouyang, Q., Chen, K. 2020. Single-cell classification of foodborne pathogens using hyperspectral microscope imaging coupled with deep learning frameworks. Sensors and Actuators B: Chemical. https://doi.org/10.1016/j.snb.2020.127789.Rapid identification of Campylobacter species cultured under aerobic incubation using hyperspectral microscope imaging
                                                        

- (Peer Reviewed Journal)Eady, M.B., Park, B., Hinton Jr, A. 2020. Rapid identification of Campylobacter species cultured under aerobic incubation using hyperspectral microscope imaging. Journal of Food Protection. https://doi.org/10.4315/0362-028X.JFP-19-311.A novel hyperspectral microscope imaging technology for rapid evaluation of particle size distribution in matcha
                                                        

- (Peer Reviewed Journal)Ouyang, Q., Yang, Y., Park, B., Kang, R., Wu, J., Chen, Q., Guo, Z., Li, H. 2019. A novel hyperspectral microscope imaging technology for rapid evaluation of particle size distribution in matcha. Journal of Food Engineering.  https://doi.org/10.1016/j.jfoodeng.2019.109782.Food grade dye for assessment of biofilm removal from stainless steel by cleaning and sanitizing agents

- (Peer Reviewed Journal)Gamble, G.R., Lawrence, K.C., Park, B., Yoon, S.C., Heitschmidt, G.W. 2019. Food grade dye for assessment of biofilm removal from stainless steel by cleaning and sanitizing agents. Food Protection Trends. Volume 39, Issue 6: Pages 442–448.Hyperspectral image recovery using a color camera for detecting colonies of foodborne pathogens on agar plate
                                                        

- (Peer Reviewed Journal)Yoon, S.C., Shin, T., Heitschmidt, G.W., Lawrence, K.C., Park, B., Gamble, G.R. 2019. Hyperspectral image recovery using a color camera for detecting colonies of foodborne pathogens on agar plate. Journal of Biosystems Engineering. https://doi.org/10.1007/s42853-019-00024-y.Identifying non-O157 Shiga toxin-producing Escherichia coli (STEC) using deep learning methods with hyperspectral microscope images
                                                        

- (Peer Reviewed Journal)Kang, R., Park, B., Chen, K. 2019. Identifying non-O157 Shiga toxin-producing Escherichia coli (STEC) using deep learning methods with hyperspectral microscope images. Spectrochimica Acta. https://doi.org/10.1016/j.saa.2019.117386.Hyperspectral microscope imaging methods for multiplex detection of Campylobacter
                                                        

- (Peer Reviewed Journal)Park, B., Eady, M.B., Oakley, B., Yoon, S.C., Lawrence, K.C., Gamble, G.R. 2019. Hyperspectral microscope imaging methods for multiplex detection of Campylobacter. Journal of Spectral Imaging. 8:a6. https://doi.org/10.1255/jsi.2019.a6.Classification of foodborne bacteria using hyperspectral microscope imaging technology coupled with convolutional neural networks
                                                        

- (Peer Reviewed Journal)Kang, R., Park, B., Eady, M.B., Ouyang, Q., Chen, K. 2020. Classification of foodborne bacteria using hyperspectral microscope imaging technology coupled with convolutional neural networks. Applied Microbiology and Biotechnology. https://doi.org/10.4315/0362-028X.JFP-19-311.Detection of Salmonella from chicken rinsate with hyperspectral microscope imaging compared against RT-PCR
                                                        

- (Peer Reviewed Journal)Eady, M.B., Gayatri, S., Park, B. 2018. Detection of Salmonella from chicken rinsate with hyperspectral microscope imaging compared against RT-PCR. Talanta. 195:313-319. https://doi.org/10.1016/j.talanta.2018.11.071.Water-based binary polyol process for the controllable synthesis of silver nanoparticles inhibiting human and foodborne pathogenic bacteria
                                                        

- (Peer Reviewed Journal)Nam, S., Park, B., Condon, B.D. 2018. Water-based binary polyol process for the controllable synthesis of silver nanoparticles inhibiting human and foodborne pathogenic bacteria. RSC Advances. 8:21937-21947. https://doi.org.10.1039/c8ra01823e.Growth mechanism of silver nanoparticles synthesized by water-based binary polyol reduction

- (Abstract Only)Identification of Campylobacter with hyperspectral microscope imaging

- (Abstract Only)Unsupervised classification of Salmonella Typhimurium from mixed bacteria cultures with hyperspectral microscope imaging
                                                        

- (Peer Reviewed Journal)Eady, M.B., Park, B. 2018. Unsupervised classification of Salmonella Typhimurium from mixed bacteria cultures with hyperspectral microscope imaging. Journal of Spectral Imaging. DOI:10.1255/jsi.2018.a6.Methods for hyperspectral microscope calibration and spectra normalization from images of bacteria cells

- (Peer Reviewed Journal)Eady, M.B., Park, B., Yoon, S.C., Haidekker, M., Lawrence, K.C. 2018. Methods for hyperspectral microscope calibration and spectra normalization from images of bacteria cells. Transactions of the ASABE. 61(2): 437-448.Multiplex and label-free screening of foodborne pathogens using surface plasmon resonance imaging

- (Abstract Only)Chen, J., Park, B. 2018. Multiplex and label-free screening of foodborne pathogens using surface plasmon resonance imaging. American Chemical Society National Meeting.Label-free screening of foodborne Salmonella using surface plasmon resonance imaging
                                                        

- (Peer Reviewed Journal)Chen, J., Park, B. 2018. Label-free screening of foodborne Salmonella using surface plasmon resonance imaging. Analytical and Bioanalytical Chemistry. 410:5455-5464. DOI:10.1007/s00216-017-0810-z.Effect of immunomagnetic bead size on recovery of foodborne pathogenic bacteria

- (Peer Reviewed Journal)Chen, J., Park, B. 2017. Effect of immunomagnetic bead size on recovery of foodborne pathogenic bacteria. International Journal of Food Microbiology. 267: 1-8.Morphological image analysis for foodborne bacteria classification

- (Peer Reviewed Journal)Seo, Y., Park, B., Yoon, S.C., Lawrence, K.C., Gamble, G.R. 2018. Morphological image analysis for foodborne bacteria classification. Transactions of the ASABE. 61(1): 5-13.Label-free SERS detection of Salmonella Typhimurium on DNA aptamer modified AgNR substrates

- (Peer Reviewed Journal)Chen, J., Park, B., Huang, Y., Zhao, Y., Kwon, Y. 2017. Label-free SERS detection of Salmonella Typhimurium on DNA aptamer modified AgNR substrates. Journal of Food Measurement and Characterization. doi:10.1007/s11694-017-9558-6.Label-free SERS detection of Salmonella Typhimurium on DNA aptamer modified AgNR substrates

- (Peer Reviewed Journal)Chen, J., Park, B., Huang, Y., Zhao, Y., Kwon, Y. 2017. Label-free SERS detection of Salmonella Typhimurium on DNA aptamer modified AgNR substrates. Journal of Food Measurement and Characterization. 11: 1773-1779.Surface plasmon resonance imaging for label-free detection of foodborne pathogens and toxins

- (Abstract Only)Chen, J., Park, B. 2017. Surface plasmon resonance imaging for label-free detection of foodborne pathogens and toxins. American Chemical Society National Meeting.Label-free biosensing of Salmonella enterica serovars at single-cell level

- (Peer Reviewed Journal)Wang, B., Park, B., Xu, B., Kwon, Y. 2017. Label-free biosensing of Salmonella enterica serovars at single-cell level. Journal of Nanobiotechnology (Biomed Central Open Access). 15:40.Simultaneous detection and serotyping of Salmonellae by immunomagnetic separation and label-free surface enhanced Raman spectroscopy

- (Peer Reviewed Journal)Chen, J., Park, B., Eady, M.B. 2017. Simultaneous detection and serotyping of Salmonellae by immunomagnetic separation and label-free surface enhanced Raman spectroscopy. Journal of Food Analytical Methods. 10:3181-3193.Classification of Salmonella serotypes with hyperspectral microscope imagery

- (Peer Reviewed Journal)Park, B., Seo, Y., Eady, M.B., Yoon, S.C., Hinton Jr, A., Lawrence, K.C., Gamble, G.R. 2017. Classification of Salmonella serotypes with hyperspectral microscope imagery. Annals of Clinical Pathology. 5(2):1108-1116.Particle size related bacterial recovery in immunomagnetic separation

- (Abstract Only)Chen, J., Park, B. 2017. Particle size related bacterial recovery in immunomagnetic separation. American Chemical Society Abstracts. ACS.Multiplex surface plasmon resonance imaging platform for label-free detection of foodborne pathogens

- (Abstract Only)Chen, J., Park, B. 2017. Multiplex surface plasmon resonance imaging platform for label-free detection of foodborne pathogens. American Chemical Society Abstracts. ACS.Label-Free Detection and Serotyping of Salmonellae by Surface Enhanced Raman Spectroscopy with Immunomagnetic Separation

- (Abstract Only)Park, B., Chen, J. 2016. Label-Free Detection and Serotyping of Salmonellae by Surface Enhanced Raman Spectroscopy with Immunomagnetic Separation. Meeting Abstract. Vol. 3, Issue 3 (Suppl), 103. https://www.omicsgroup.org/journals/conference-proceedings/2469-410X.C1.009_0Rapid identification of Salmonella serotypes through hyperspectral microscopy with different lighting sources

- (Peer Reviewed Journal)Eady, M.B., Park, B. 2016. Rapid identification of Salmonella serotypes through hyperspectral microscopy with different lighting sources. Journal of Spectral Imaging. 5(a4):1-10.New Application of Hyperspectral Imaging for Bacterial Cell Classification

- (Research Notes)Park, B., Eady, M.B. 2016. New Application of Hyperspectral Imaging for Bacterial Cell Classification. NIR news (Near Infrared Reflectance News). Volume 27 No.8:4-6.Hyperspectral microscopy to identify foodborne bacteria with optimum lighting source

- (Proceedings)Eady, M.B., Park, B., Yoon, S.C., Lawrence, K.C., Gamble, G.R. 2016. Hyperspectral microscopy to identify foodborne bacteria with optimum lighting source. American Society of Agricultural and Biological Engineers. Paper No. 162462364.Detection and classification of salmonella serotypes using spectral signatures collected by fourier transform infrared (FT-IR) spectroscopy

- (Abstract Only)Sundaram, J., Park, B., Hinton Jr, A. 2016. Detection and classification of salmonella serotypes using spectral signatures collected by fourier transform infrared (FT-IR) spectroscopy. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE).Recent Advancements in Nanobioassays and Nanobiosensors for Foodborne Pathogenic Bacteria Detection

- (Review Article)Chen, J., Park, B. 2016. Recent Advancements in Nanobioassays and Nanobiosensors for Foodborne Pathogenic Bacteria Detection. Journal of Food Protection. 79(6):1055-1069.Identification of staphylococcus species with hyperspectral microscope imaging and classification algrorithms

- (Peer Reviewed Journal)Seo, Y., Park, B., Hinton Jr, A., Yoon, S.C., Lawrence, K.C., Gamble, G.R. 2016. Identification of staphylococcus species with hyperspectral microscope imaging and classification algrorithms. Journal of Food Measurement and Characterization. 10(2):253-263.Salmonella detection from chicken rinsate with surface enhanced Raman spectroscopy and RT-PCR validation

- (Abstract Only)Eady, M.B., Park, B., Setia, G. 2016. Salmonella detection from chicken rinsate with surface enhanced Raman spectroscopy and RT-PCR validation. Poultry International Exposition. P208.Classification of Salmonella Enterica serotypes with selective bands using visible/NIR hyperspectral imaging

- (Peer Reviewed Journal)Eady, M.B., Park, B. 2016. Classification of Salmonella Enterica serotypes with selective bands using visible/NIR hyperspectral imaging. Journal of Microscopy. 263(1):10-19.Quality evaluation of poultry carcasses

- (Book / Chapter)Park, B. 2016. Quality evaluation of poultry carcasses. Computer Vision Technology for Food Quality Evaluation. Chapter 9: pp 213-218.Effect of sample preparation on the discrimination of bacterial isolates cultured in liquid nutrient media using laser induced breakdown spectroscopy

- (Peer Reviewed Journal)Gamble, G.R., Park, B., Yoon, S.C., Lawrence, K.C. 2016. Effect of sample preparation on the discrimination of bacterial isolates cultured in liquid nutrient media using laser induced breakdown spectroscopy. Applied Spectroscopy. 70(3):494-504.Hyperspectral imaging using RGB color for foodborne pathogen detection

- (Peer Reviewed Journal)Yoon, S.C., Shin, T., Lawrence, K.C., Heitschmidt, G.W., Park, B., Gamble, G.R. 2015. Hyperspectral imaging using RGB color for foodborne pathogen detection. Journal of Electronic Imaging. 24(4):043008.Automatic counting and classification of bacterial colonies using hyperspectral imaging

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Park, B. 2015. Automatic counting and classification of bacterial colonies using hyperspectral imaging. Food and Bioprocess Technology. 8:2047-2065.AOTF hyperspectral microscope imaging for foodborne bacteria detection

- (Book / Chapter)Park, B. 2015. AOTF hyperspectral microscope imaging for foodborne bacteria detection. In: Park, B., Lu, R., editors. Hyperspectral Imaging Technology in Food and Agriculture. New York, NY: Springer Science and Business Media. p. 359-390.Real-time hyperspectral imaging for food safety applications

- (Book / Chapter)Park, B., Yoon, S.C. 2015. Real-time hyperspectral imaging for food safety applications. Book Chapter. Chapter 13: pp 305-329.Hyperspectral imaging using a color camera and its application for pathogen detection
                                                        

- (Proceedings)Yoon, S.C., Shin, T., Heitschmidt, G.W., Lawrence, K.C., Park, B., Gamble, G.R. 2015. Hyperspectral imaging using a color camera and its application for pathogen detection. Proceedings for Electronic Imaging Meeting. https://doi.org/10.1117/12.2083137.Differentiation and classification of bacteria using vancomycin functionalized silver nanorods array based surface-enhanced raman spectroscopy an chemometric analysis
                                                        

- (Peer Reviewed Journal)Wu, X., Huang, Y., Park, B., Tripp, R., Zhao, Y. 2015. Differentiation and classification of bacteria using vancomycin functionalized silver nanorods array based surface-enhanced raman spectroscopy an chemometric analysis. Talanta. 139:96-103.Label-free detection of salmonella typhimurium with ssDNA aptamers

- (Abstract Only)Park, B., Wang, B., Lou, Z., Xu, B., Kwon, Y. 2015. Label-free detection of salmonella typhimurium with ssDNA aptamers. American Chemical Society Abstracts [abstract].Hyperspectral microscope imaging methods to classify gram-positive and gram-negative foodborne pathogenic bacteria

- (Peer Reviewed Journal)Park, B., Seo, Y., Yoon, S.C., Hinton Jr, A., Windham, W.R., Lawrence, K.C. 2015. Hyperspectral microscope imaging methods to classify gram-positive and gram-negative foodborne pathogenic bacteria. Transactions of the ASABE. 58(1):5-16.Rapid and early detection of salmonella serotypes with hyperspectral microscope and multivariate data analysis

- (Peer Reviewed Journal)Eady, M.B., Park, B., Choi, S. 2015. Rapid and early detection of salmonella serotypes with hyperspectral microscope and multivariate data analysis. Journal of Food Protection. 78(4):668-674.Surface conformations of anti-ricin aptamer and its affinity to ricin determined by atomic force microscopy and surface plasmon resonance
                                                        

- (Peer Reviewed Journal)Wang, B., Zhichao, L., Park, B., Kwon, Y., Xu, B. 2014. Surface conformations of anti-ricin aptamer and its affinity to ricin determined by atomic force microscopy and surface plasmon resonance. Physical Chemistry Chemical Physics. 17:307-14. doi: 10.1039/c4cp03190c.Detection of non-O157 Shiga toxin-producing Escherichia coli (STEC) serogroups with hyperspectral microscope imaging technology

- (Peer Reviewed Journal)Park, B., Windham, W.R., Ladely, S.R., Gurram, P., Kwon, H., Yoon, S.C., Lawrence, K.C., Narang, N., Cray Jr, W.C. 2014. Classification of non-O157 shiga toxin-producing escherichia coli(STEC) serotypes with hyperspectral microscope imaging. Transactions of the ASABE. 57(3).Determining the elastic properties of aptamer-ricin single molecule multiple pathways

- (Peer Reviewed Journal)Wang, B., Park, B., Kwon, Y., Xu, B. 2014. Determining the elastic properties of aptamer-ricin single molecule multiple pathways. Applied Physics Letters. 104, 193702; doi:10.10631/1.4876603.Rapid Identification of Salmonella Serotypes with Stereo and Hyperspectral Microscope Imaging Methods

- (Abstract Only)Park, B., Eady, M.B., Hinton Jr, A., Yoon, S.C., Lawrence, K.C. 2014. Rapid Identification of Salmonella Serotypes with Stereo and Hyperspectral Microscope Imaging Methods [abstract]. Meeting Abstract.Rapid identification of salmonella serotypes with stereo and hyperspectral microscope imaging Methods

- (Abstract Only)Park, B., Eady, M.B., Choi, S., Hinton Jr, A., Yoon, S.C., Lawrence, K.C. 2014. Rapid identification of salmonella serotypes with stereo and hyperspectral microscope imaging Methods. IAFP's 2014 European Symposium on Food Safety. Meeting Abstract [abstract].Introduction

- (Book / Chapter)Lu, R., Park, B. 2015. Introduction. In: Park, B., Lu, R., editors. Hyperspectral Imaging Technology In Food and Agriculture. New York, NY: Springer. p. 3-8.Development of hyperspectral imaging technique for salmonella enteritidis and typhimurium on agar plates

- (Peer Reviewed Journal)Seo, Y., Yoon, S.C., Park, B., Hinton Jr, A., Windham, W.R., Lawrence, K.C. 2015. Development of hyperspectral imaging technique for salmonella enteritidis and typhimurium on agar plates. Applied Engineering in Agriculture. 30(3):495-506. (doi:10.13031/aea.30.10435).Hyperspectral image processing methods

- (Book / Chapter)Yoon, S.C., Park, B. 2015. Hyperspectral image processing methods. In Park and Lu (eds.) Hyperspectral Imaging Technology in Food and Agriculture, Springer, Book Chapter. Chapter 4: pp 81-101.Hyperspectral image reconstruction using RGB color for foodborne pathogen detection on agar plates

- (Proceedings)Yoon, S.C., Shin, T., Park, B., Lawrence, K.C., Heitschmidt, G.W. 2014. Hyperspectral image reconstruction using RGB color for foodborne pathogen detection on agar plates. Proceedings of SPIE. V. 9024, Image Processing: Machine Vision Applications VII, 902401 (March 7,);doi:10:1117/12.2041085.Using atomic force microscopy and surface plasmon resonance to detect specific interactions between ricin and anti-ricin aptamers

- (Abstract Only)Park, B., Wang, B., Lou, Z., Xu, B. 2014. Using atomic force microscopy and surface plasmon resonance to detect specific interactions between ricin and anti-ricin aptamers. Meeting Abstract. Cornucopia, Spring 2014, AGFD 107:p 46.The potential for early and rapid pathogen detection within poultry processing through hyperspectral microscopy

- (Abstract Only)Eady, M.B., Park, B. 2014. The potential for early and rapid pathogen detection within poultry processing through hyperspectral microscopy. Meeting Abstract [abstract].A new horizon for hyperspectral imaging: macro- and micro-scale measurements for food safety

- (Other)Park, B. 2013. A new horizon for hyperspectral imaging: macro- and micro-scale measurements for food safety. NIR news (Near Infrared Reflectance News). 24(6):12-14.Preface

- (Book / Chapter)Appell, M.D., Jackson, M.A. 2014. Preface. In: Park, B; Appell, M., Editors. ACS Symposium #1143: Advances in Applied Nanotechnology for Agriculture. Washington, DC: American Chemical Society. p. ix.Food toxin detection with atomic force microscope

- (Book / Chapter)Chen, G., Park, B., Xu, B. 2013. Food toxin detection with atomic force microscope. ACS Book Series 1143: Advances in Applied Nanotechnology for Agriculture. 7:125-143. DOI:10.1021/bk-2013-1143-ch007.Nanocolloid substrate for surface enhanced Raman scattering sensor for biological applications

- (Book / Chapter)Sundaram, J., Park, B., Kwon, Y. 2013. Nanocolloid substrate for surface enhanced Raman scattering sensor for biological applications. ACS Book Series 1143: Advances in Applied Nanotechnology for Agriculture. 2:21-41. DOI: 10.102/bk-2013-1143.ch002.Classification of gram-positive and gram-negative foodborne pathogenic bacteria with hyperspectral microscope imaging

- (Proceedings)Park, B., Seo, Y., Yoon, S.C., Windham, W.R., Lawrence, K.C., Hinton Jr, A. 2013. Classification of gram-positive and gram-negative foodborne pathogenic bacteria with hyperspectral microscope imaging. Near Infrared Spectroscopy International Conference Proceedings. 744-748.Surface enhaced raman scattering (SERS) with biopolymer encapsulated silver nanosubstrates for rapid detection of foodborne pathogens

- (Peer Reviewed Journal)Sundaram, J., Park, B., Kwon, Y., Lawrence, K.C. 2013. Surface enhaced raman scattering (SERS) with biopolymer encapsulated silver nanosubstrates for rapid detection of foodborne pathogens. International Journal of Food Microbiology. DOI:10.1016/j.ijfoodmicro.2013.05.013.Development of classification models to detect salmonella enteritidis and salmonella typhimurium found in poultry carcass rinses by visible-near infrared hyperspectral imaging.

- (Proceedings)Seo, Y., Yoon, S.C., Park, B., Hinton Jr, A., Windham, W.R., Lawrence, K.C. 2013. Development of classification models to detect salmonella enteritidis and salmonella typhimurium found in poultry carcass rinses by visible-near infrared hyperspectral imaging. Proceedings of SPIE. 8721.The use of silver nanorod array based surface enhanced Raman scattering sensor for food safety applications

- (Book / Chapter)Wu, X., Chen, J., Park, B., Huang, Y., Zhao, Y. 2013. The use of silver nanorod array based surface enhanced Raman scattering sensor for food safety applications. ACS Book Series 1143: Advances in Applied Nanotechnology for Agriculture. 5:85-108. DOI:10.1021/bk-2013-1143.ch005.Stable silver/biopolymer hybrid plasmonic nanostructures for high performance surface enhanced raman scattering (SERS)

- (Peer Reviewed Journal)Sundaram, J., Park, B., Yongkuk, K. 2013. Stable silver/biopolymer hybrid plasmonic nanostructures for high performance surface enhanced raman scattering (SERS). Journal of Nanoscience and Nanotechnology. 13(8):5382-5390.Hyperspectral imaging of shiga toxin-producing escherichia coli serogroups O26, O45, O103, O111, O121, and O145 on Rainbow Agar

- (Peer Reviewed Journal)Windham, W.R., Yoon, S.C., Ladely, S.R., Haley, J.A., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2013. Hyperspectral imaging of shiga toxin-producing escherichia coli serogroups O26, O45, O103, O111, O121, and O145 on Rainbow Agar. Journal of Food Protection. 76(7):1129-1136.Differentiation of big-six non-O157 shiga-toxin producing escherichia coli (STEC) on spread plates of mixed cultures using hyperspectral imaging

- (Peer Reviewed Journal)Yoon, S.C., Windham, W.R., Ladely, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2013. Differentiation of big-six non-O157 shiga-toxin producing escherichia coli (STEC) on spread plates of mixed cultures using hyperspectral imaging. Journal of Food Measurement & Characterization. 7(2):47-59.Hyperspectral imaging for differentiating colonies of non-O157 shiga-toxin producing echerichia coli (STEC) serogroups on spread plates of pure cultures

- (Peer Reviewed Journal)Yoon, S.C., Windham, W.R., Ladely, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2013. Hyperspectral imaging for differentiating colonies of non-O157 shiga-toxin producing echerichia coli (STEC) serogroups on spread plates of pure cultures. Journal of Near Infrared Spectroscopy. 21(2):81-95.Detection and differentiation of Salmonella serotypes using Surface Enhanced Raman Scattering (SERS) technique.

- (Peer Reviewed Journal)Sundaram, J., Park, B., Hinton Jr, A., Lawrence, K.C., Kwon, Y. 2013. Detection and differentiation of salmonella serotypes using surface enhanced Raman scattering (SERS) technique. Journal of Food Measurement & Characterization. 7(1):1-12.Acousto-Optic Tunable Filter Hyperspectral Microscope Imaging Method for Characterizing Spectra from Foodborne Pathogens.

- (Peer Reviewed Journal)Park, B., Yoon, S.C., Lee, S., Sundaram, J., Windham, W.R., Hinton Jr, A., Lawrence, K.C. 2012. Acousto-optic tunable filter hyperspectral microscope imaging for identifying foodborne pathogens. Transactions of the ASABE. 55(5):1997-2006.Hyperspectral imaging for detection of non-O157 shiga-toxin producing escherichia coli(STEC) serogroups on spread plates of mixed cultures

- (Proceedings)Yoon, S.C., Windham, W.R., Ladely, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., Cray Jr, W.C. 2012. Hyperspectral imaging for detection of non-O157 shiga-toxin producing escherichia coli(STEC) serogroups on spread plates of mixed cultures. Proceedings of SPIE. 8369-09.The effect of regions of interest and spectral pre-processing on the detection of non-O157 shiga-toxin producing escherichia coli serogroups on agar media by hyperspectral imaging

- (Peer Reviewed Journal)Windham, W.R., Yoon, S.C., Ladley, S.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Narang, N., William, C.C. 2012. The effect of regions of interest and spectral pre-processing on the detection of non-O157 shiga-toxin producing escherichia coli serogroups on agar media by hyperspectral imaging. Near Infrared Spectroscopy Journal. 20(5):547-558.Classification of shiga toxin-producing escherichia coli (STEC) serotypes with hyperspectral microscope imagery

- (Proceedings)High-resolution single-molecule recognition imaging of the molecular details of ricin-aptamer interaction

- (Peer Reviewed Journal)Wang, B., Guo, C., Zhang, M., Park, B., Xu, B. 2012. High-resolution single-molecule recognition imaging of the molecular details of ricin-aptamer interaction. Journal of Physical Chemistry. B116(17):5316-22.Detection and characterization of foodborne pathogenic bacteria with hyperspectral microscope imaging

- (Abstract Only)Park, B., Sundaram, J., Hinton Jr, A., Yoon, S.C., Lawrence, K.C., Windham, W.R. 2012. Detection and characterization of foodborne pathogenic bacteria with hyperspectral microscope imaging. Agricultural Engineering International Conference. CIGR-AgEng2012 CD-ROM, No. C-0994.Motion compensated image processing and optimal parameters for egg crack detection using modified pressure

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Jones, D.R., Heitschmidt, G.W., Park, B. 2012. Motion compensated image processing and optimal parameters for egg crack detection using modified pressure. Sensing and Instrumentation for Food Quality and Safety. 5:172-184.Differentiating non-0157:H7 STEC serogroups from ground beef plated on agar media by hyperspetral imaging

- (Abstract Only)Detection of toxins in single molecule level using deoxyribonucleic acid aptamers

- (Abstract Only)Wang, B., Park, B., Guo, C., Xu, B. 2012. Detection of toxins in single molecule level using deoxyribonucleic acid aptamers [abstract]. Biosensors World Congress. Biosensors 2012 CDROM, No. 0169.Classification and structural analysis of live and dead salmonella cells using fourier transform infrared (FT-IR) spectroscopy and principle component analysis (PCA)

- (Peer Reviewed Journal)Sundaram, J., Park, B., Yoon, S.C., Hinton Jr, A., Windham, W.R., Lawrence, K.C. 2012. Classification and structural analysis of live and dead salmonella cells using fourier transform infrared (FT-IR) spectroscopy and principle component analysis (PCA). Journal of Agricultural and Food Chemistry. 60(4):991-1004.Identification and characterization of salmonella serotypes using DNA spectral characteristics by fourier transform infrared 
(FT-IR) spectroscopy

- (Proceedings)Sundaram, J., Park, B., Hinton Jr, A., Yoon, S.C., Windham, W.R., Lawrence, K.C. 2012. Identification and characterization of salmonella serotypes using DNA spectral characteristics by fourier transform infrared (FT-IR) spectroscopy. Proceedings of SPIE. 8369. DOI:10.1117/12.918585.Preparation and characterization of silver particle encapsulated biopolymer nano-colloid substrate for surface enhanced raman scattering (SERS) for biological applications

- (Abstract Only)Sundaram, J., Park, B., Lawrence, K.C., Yongkuk, K. 2012. Preparation and Characterization of silver particle encapsulated biopolymer nano-colloid substrate for surface enhanced raman scattering (SERS) for biological applications [abstract]. American Chemical Society. ACS meeting, March 25-29, Santiago, USA.Following aptamer-ricin specific binding by single molecule recognition and force spectroscopy measurements

- (Peer Reviewed Journal)Wang, B., Guo, C., Chen, G., Park, B., Xu, B. 2012. Following aptamer-ricin specific binding by single molecule recognition and force spectroscopy measurements. ChemComm. 48:1644-1646.Rapid screening of huanglongbing-infected citrus leaves by near infrared reflectance spectroscopy

- (Peer Reviewed Journal)Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Albano, J.P., Gottwald, T.R., Lawrence, K.C., Hawkins, S.A. 2011. Rapid screening of huanglongbing-infected citrus leaves by near infrared reflectance spectroscopy. Transactions of the ASABE. 54(6):2253-2258.Nanotechnology in food quality and safety evaluation systems

- (Book / Chapter)Ko, S., Kim, J., Park, B., Cho, Y. 2011. Nanotechnology in food quality and safety evaluation systems. Emerging Technologies for Food Quality and Food Safety Inspection. p. 376.Computer vision in the poultry industry

- (Book / Chapter)Chao, K., Park, B., Kim, M.S. 2012. Computer vision in the poultry industry. Book Chapter. p. 330-351.Line-scan hyperspectral imaging system for real-time inspection of poultry carcasses with fecal material and ingesta

- (Peer Reviewed Journal)Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2011. Line-scan hyperspectral imaging system for real-time inspection of poultry carcasses with fecal material and ingesta. Computers and Electronics in Agriculture. 79:159-168.Visible/NIR spectroscopy for Identifying Salmonella Infected Broilers

- (Proceedings)Hyperspectral imaging for identifying non-O157 shiga toxin-producing escherichia coli (STEC) serotypes

- (Proceedings)Improved egg crack detection algorithm for modified pressure imaging system

- (Proceedings)Yoon, S.C., Lawrence, K.C., Jones, D.R., Heitschmidt, G.W., Park, B. 2011. Improved egg crack detection algorithm for modified pressure imaging system. SPIE. Vol. 8027:U1-7.AOTF hyperspectral microscope imaging for foodborne pathogenic bacteria detection

- (Proceedings)Park, B., Lee, S., Yoon, S.C., Sundaram, J., Windham, W.R., Hinton Jr, A., Lawrence, K.C. 2011. AOTF hyperspectral microscope imaging for foodborne pathogenic bacteria detection. Proceedings of SPIE. 8027:1-11.In-Plant Test of in-line Multispectral Imaging System for Fecal Detection during Poultry Processing

- (Peer Reviewed Journal)Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C. 2011. In-plant test of in-line multispectral imaging system for fecal detection during poultry processing. Applied Engineering in Agriculture. 27(4):623-630.Line-scan hyperspectral imaging for real-time on-line poultry fecal detection

- (Peer Reviewed Journal)Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C., Heitschmidt, G.W., Kim, M.S., Chao, K. 2011. Line-scan hyperspectral imaging for real-time on-line poultry fecal detection. Sensing and Instrumentation for Food Quality and Safety. 5:25-32.Differentiation of live and dead salmonella cells using fourier transform infrared (FTIR) spectroscopy and principle component analysis (PCA) technique

- (Abstract Only)Sundaram, J., Park, B., Hinton Jr, A., Windham, W.R., Yoon, S.C., Lawrence, K.C. 2011. Differentiation of live and dead salmonella cells using fourier transform infrared (FTIR) spectroscopy and principle component analysis (PCA) technique [abstract]. American Society of Agricultural and Biological Engineers. ASABE meeting, August 3-7, Kentucky, USA.Visible/near-infrared spectroscopy to predict pale broiler breast meat by measuring water holding capacity

- (Peer Reviewed Journal)Samuel, D.D., Park, B., Sohn, M., Wicker, L. 2011. Visible/near-infrared spectroscopy to predict pale broiler breast meat by measuring water holding capacity. Poultry Science. 90:914-921.Surface enhanced raman spectroscopy technique in rapid detection of live and dead salmonella cells

- (Abstract Only)Sundaram, J., Park, B., Zhao, Y., Hinton Jr, A., Windham, W.R., Yoon, S.C., Lawrence, K.C. 2011. Surface enhanced raman spectroscopy technique in rapid detection of live and dead salmonella cells [abstract]. American Chemistry Society Abstracts. 24th ACS National Meeting March 26-31, 2011, Anaheim, CA.Rapid detection of salmonella using SERS with silver nanosubstrates

- (Proceedings)Sundaram, J., Park, B., Hinton Jr, A., Windham, W.R., Yoon, S.C., Lawrence, K.C. 2011. Rapid detection of salmonella using SERS with silver nanosubstrates. Proceedings of SPIE. 8027:B1-11.Imaging: Hyperspectral: Contaminant Detection

- (Book / Chapter)Park, B., Lawrence, K.C., Windham, W.R. 2010. Imaging: Hyperspectral Contaminant Detection. In: Heldman, D.R., Moraru, C.I., editors. Encyclopedia of Agricultural, Food, and Biological Engineering. 2nd edition. Boca Raton, FL:Taylor & Francis. p. 854-857.Real-time detection of feces on poultry carcasses by A line-scan hyperspectral image camera

- (Proceedings)Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2011. Real-time detection of feces on poultry carcasses by A line-scan hyperspectral image camera. Near Infrared Spectroscopy International Conference Proceedings. p.1013-1015.Near-Infrared Spectroscopy for discrimination of huanglongbing-infected citrus leaves from uninfected leaves

- (Proceedings)Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Gottwald, T.R., Lawrence, K.C. 2011. Near-Infrared Spectroscopy for discrimination of huanglongbing-infected citrus leaves from uninfected leaves. Proc. the 14th International Conference on NIR Spectroscopy: 235-239.Near-infrared spectroscopy for discrimination of Huanglongbing-infected citrus leaves from unifected leaves

- (Abstract Only)Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Gottwald, T.R., Lawrence, K.C. 2010. Near-infrared spectroscopy for discrimination of Huanglongbing-infected citrus leaves from unifected leaves. American Society of Agricultural and Biological Engineers.Comparison of FTIR spectra between huanglongbing (citrus greening) and other citrus maladies

- (Peer Reviewed Journal)Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Albano, J.P., Lawrence, K.C. 2010. Comparison of FTIR spectra between huanglongbing (citrus greening) and other citrus maladies. Journal of Agricultural and Food Chemistry. 58(10):6007-6010.Development of real-time line-scan hyperspectral imaging system for online agricultural and food product inspection

- (Proceedings)Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2010. Development of real-time line-scan hyperspectral imaging system for online agricultural and food product inspection. Proceedings of SPIE. 7676(1).Line-scan hyperspectral imaging for real-time poultry fecal detection

- (Proceedings)Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C., Heitschmidt, G.W., Kim, M.S., Chao, K. 2010. Line-scan hyperspectral imaging for real-time poultry fecal detection. Proceedings of SPIE Defense, Security, and Sensing 2010, Orlando, FL, April 5-9, 2010; 7676-19.Detection of Campylobacter Colonies using Hyperspectral Imaging

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Line, J.E., Siragusa, G.R., Feldner, P.W., Park, B., Windham, W.R. 2010. Detection of Campylobacter Colonies using Hyperspectral Imaging. Sensing and Instrumentation for Food Quality and Safety. Vol. 4, Issue 1. pg. 35-49.Multispectral imaging system with interchangeable filter design

- (Peer Reviewed Journal)Kise, M., Park, B., Heitschmidt, G.W., Lawrence, K.C., Windham, W.R. 2010. Multispectral imaging system with interchangeable filter design. Computers and Electronics in Agriculture. 72(2):61-68.Food pathogen detection using Ag nanorod-based surface plasmon resonance sensor

- (Abstract Only)Fu, J., Park, B., Zhoa, Y. 2010. Food pathogen detection using Ag nanorod-based surface plasmon resonance sensor. Biosensors World Congress.Visible/near-infrared spectroscopy to predict water holding capacity in broiler breast meat

- (Proceedings)Samuel, D.D., Park, B., Sohn, M., Wicker, L. 2011. Visible/near-infrared spectroscopy to predict water holding capacity in broiler breast meat. Proc. the 14th International Conference on NIR Spectroscopy: 519-522.Detection of pathogens and toxins by surface enhanced Raman spectroscopy using silver nanorods array substrates

- (Abstract Only)Huang, Y., Zhao, Y., Park, B. 2010. Detection of pathogens and toxins by surface enhanced Raman spectroscopy using silver nanorods array substrates. American Chemical Society National Meeting.Visible/near-infrared spectroscopy for discrimination of HLB-infected citrus leaves from healthy leaves

- (Abstract Only)Identification of citrus greening disease using FTIR spectroscopy and chemometric analysis

- (Abstract Only)Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Lawrence, K.C. 2009. Identification of Citrus Greening Disease Using FTIR Spectroscopy and Chemometric Analysis. ASABE Annual International Meeting.Characterization of novel sufraces by FTIR spectroscopy and atomic force microscopy for food pathogen detection

- (Abstract Only)Detection of Citrus Huanglongbing by Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) Spectroscopy

- (Peer Reviewed Journal)Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Lawrence, K.C. 2010. Detection of Citrus Huanglongbing by Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) Spectroscopy. Applied Spectroscopy. 64:100-103.Nanorod mediated surface plasmon resonance sensor based on effective medium theory

- (Peer Reviewed Journal)Fu, J., Park, B., Zhao, Y. 2009. Nanorod mediated surface plasmon resonance sensor based on effective medium theory. Applied Optics 48: 4637-4649.Single ricin detection by AFM chemomechanical mapping

- (Peer Reviewed Journal)Chen, G., Zhou, J., Xu, B., Park, B. 2009. Single ricin detection by AFM chemomechanical mapping. Applied Physics Letter 95: doi:10.1063/1.3190197.Nanotechnology for food safety

- (Trade Journal)Park, B. 2009. Nanotechnology for food safety. Cereal Foods World. Vol. 54:4 pp.158-162.Limitations of a localized surface plasmon resonance sensor on Salmonella detection

- (Peer Reviewed Journal)Fu, J., Park, B., Zhao, Y. 2009. Limitations of a localized surface plasmon resonance sensor on Salmonella detection. Sensors and Actuators B: Chemical 141(1): 276-283.Modified Pressure System for Imaging Egg Cracks

- (Peer Reviewed Journal)Lawrence, K.C., Yoon, S.C., Jones, D.R., Heitschmidt, G.W., Park, B., Windham, W.R. 2009. Modified pressure system for imaging egg cracks. Trans.ASABE. 52(3):983-990.Adaptive Image Processing Methods for Improving Contaminant Detection Accuracy on Poultry Carcasses

- (Peer Reviewed Journal)Park, B., Yoon, S.C., Kise, M., Lawrence, K.C., Windham, W.R. 2009. Adaptive image processing methods for improving contaminant detection accuracy on poultry carcasses. Transactions of the ASABE. 52(3):999-1008.Hyperspectral Reflectance Imaging for Detecting a Foodborne Pathogen:  Campylobacter

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Siragusa, G.R., Line, J.E., Park, B., Feldner, P.W. 2009. Hyperspectral Reflectance Imaging for Detecting a Foodborne Pathogen:  Campylobacter. Transactions of the ASABE. 52(2): 651-662Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging techniques

- (Peer Reviewed Journal)Cho, B., Kim, M.S., Chao, K., Lawrence, K.C., Park, B., Kim, K. 2009. Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging techniques. Journal of Food Science. 74(3):154-159.Simple, clickable protocol for atomic force microscopy tip modification and its application for trace ricin detection by recognition imaging

- (Peer Reviewed Journal)Chen, G., Ning, X., Boons, J., Park, B., Xu, B. 2009. Simple, clickable protocol for atomic force microscopy tip modification and its application for trace ricin detection by recognition imaging. Langmuir. 25(5):2860-2864.Nanotechnology for food toxin detection

- (Abstract Only)Park, B., Chen, G., Ning, X., Boons, G., Xu, B. 2009. Nanotechnology for food toxin detection. American Chemical Society National Meeting.Simple, Clickable Protocol for Atomic Force Microscopy Tip Modification and Its Application for Trace Ricin Detection by Recognition Imaging

- (Peer Reviewed Journal)Chen, G., Ning, X., Park, B., Boon, J., Xu, B. 2009. Simple, Clickable Protocol for Atomic Force Microscopy Tip Modification and Its Application for Trace Ricin Detection by Recognition Imaging. Langmuir. 25, 2860-2864.Some cases in applications of nanotechnology to food and agricultural systems

- (Review Article)Cho, Y., Kim, C., Kim, N., Kim, C., Park, B. 2008. Some cases in applications of nanotechnology to food and agricultural systems. Biochip Journal. 2(3):183-185.Modified Pressure System for Imaging Egg Cracks

- (Proceedings)Lawrence, K.C., Yoon, S.C., Jones, D.R., Heitschmidt, G.W., Park, B., Windham, W.R. 2008. Modified Pressure System for Imaging Egg Cracks. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE).p. 1-14.Improving performance of real-time multispectral imaging system

- (Proceedings)Park, B., Yoon, S.C., Kise, M., Lawrence, K.C., Windham, W.R. 2008. Improving performance of real-time multispectral imaging system. ASABE Annual International Meeting. ASABE Paper No. 085024.PORTABLE MULTISPECTRAL IMAGING INSTRUMENT FOR FOOD INDUSTRY

- (Proceedings)Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Yoon, S.C. 2008. Portable multispectral imageing instrument for food industry. Food Processing Automation Conference Proceedings. ASABE Publication Number 701P0508cdTextural Analysis of Hyperspectral Images for Improving Contaminant Detection Accuracy

- (Peer Reviewed Journal)Park, B., Kise, M., Windham, W.R., Lawrence, K.C., Yoon, S.C. 2008. Textural Analysis of Hyperspectral Images for Improving Contaminant Detection Accuracy. Sensing and Instrumentation for Food Quality and Safety. 2(3):208-214.Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging

- (Peer Reviewed Journal)Cho, B., Kim, M.S., Chao, K., Lefcourt, A.M., Lawrence, K.C., Park, B. 2008. Detection of fecal residue on poultry carcasses by laser induced fluorescence imaging. Nondestructive Testing and Evaluation International (NDT&E). 1:994-999.Embedded Bone Fragment Detection in Chicken Fillets using Transmittance Image Enhancement and Hyperspectral Reflectance Imaging

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2008. Embedded bone fragment detection in poultry using transmittance image enhancement and hyperspectral reflectance imaging. Sensing and Instrumentation for Food Quality and Safety, 10.1007/s11694-008-9044-1 (online version).Optical design and system calibration for three-band spectral imaging system with interchangeable filters

- (Proceedings)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Optical design and system calibration for three-band spectral imaging system with interchangeable filters. ASABE Annual International Meeting. Paper No. 084685.Au/Si Hetero-nanorod-based Biosensor for Salmonella Detection

- (Peer Reviewed Journal)Fu, J., Park, B., Siragusa, G.R., Jones, L., Tripp, R.A., Zhao, Y., Cho, Y. 2008. Au/Si Hetero-nanorod-based Biosensor for Salmonella Detection. Journal of Nanoscience and Nanotechnology. 19:1-7.Imaging System with Modified-Pressure Chamber for Crack Detection in Shell-Eggs

- (Peer Reviewed Journal)Lawrence, K.C., Yoon, S.C., Heitschmidt, G.W., Jones, D.R., Park, B. 2008. Imaging system with modified-pressure chamber for crack detection in shell-eggs. Sensing and Instrumentation for Food Quality and Safety.2:116-122Au/Si Hetero-Nanorod-based Biosensor for Salmonella Detection

- (Peer Reviewed Journal)Fu, J., Park, B., Siragusa, G.R., Jones, L., Tripp, R.A., Zhao, Y., Cho, Y. 2008. Au/Si Hetero-Nanorod-based Biosensor for Salmonella Detection. Nanotechnoloyg 19: 155502.Effect of spectrally mixed pixels on detection of cecal contaminated broiler carcasses

- (Peer Reviewed Journal)Windham, W.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Smith, D.P. 2008. Effect of spectrally mixed pixels on detection of cecal contaminated broiler carcasses. International Journal of Poultry Science. 6(12):955-959.Development of Handheld Two-Band Spectral Imaging System for Food Safety Inspection

- (Peer Reviewed Journal)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Development of Handheld Two-Band Spectral Imaging System for Food Safety Inspection. Biological Engineering 1(2):  145-157 (ASABE).Bone Fragment Detection in Chicken Breast Fillets using Transmittance Image Enhancement

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2008. Bone fragment detection in chicken breast fillets using transmittance image enhancement. Transactions of the ASABE 51 (1):  331-339.FISHER LINEAR DISCRIMINANT ANALYSIS FOR IMPROVING FECAL DETECTION ACCURACY WITH HYPERSPECTRAL IMAGES

- (Peer Reviewed Journal)Park, B., Yoon, S.C., Lawrence, K.C., Windham, W.R. 2007. FISHER LINEAR DISCRIMINANT ANALYSIS FOR IMPROVING FECAL DETECTION ACCURACY WITH HYPERSPECTRAL IMAGES. Transactions of the ASABE. 50(6):2275-2283.Bio-functional Au/Si Nanrods for Pathogen Detection

- (Proceedings)Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y., Lawrence, K.C., Windham, W.R. 2007. Bio-functional Au/Si Nanrods for Pathogen Detection. Proceedings of SPIE 6769-26.Bio-Functional Au/Si Nanorods for Pathogen Detection

- (Book / Chapter)Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y., Lawrence, K.C., Windham, W.R. 2007. Bio-Functional Au/Si nanorods for Pathogen Detection. Proceedings of SPIE 6769-26.Development of Handheld Multispectral Imaging For Food Safety Inspection

- (Peer Reviewed Journal)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Development of Handheld Multispectral Imaging For Food Safety Inspection. Biological Engineering (ASABE).Hyperspectral Imaging for Detecting Pathogens Grown on Agar Plates

- (Proceedings)Yoon, S.C., Lawrence, K.C., Siragusa, G.R., Line, J.E., Park, B., Windham, W.R. 2007. Hyperspectral Imaging for Detecting Pathogens Grown on Agar Plates. Proceedings of SPIE 6761; 10-11 Sept. 2007, Boston MA.Quality Inspection of Poultry Carcasses

- (Book / Chapter)Park, B. 2008. Quality Inspection of Poultry Carcasses. Food Quality and Preference. Chapter 7 in Computer Vision Technology for Food Quality Evaluation (ed. Da-Wen Sun). Elsevier Press: 157-187. 2008Quality Inspection of Poultry Carcasses

- (Book / Chapter)Park, B. Quality Inspection of Poultry Carcasses. Chapter 7, Computer Vision Technology for Food Quality Evaluation (ed. Da-Wen Sun), Elsevier Press:  157-187, 2008.Design and Calibration of a Dual-band Imaging System

- (Peer Reviewed Journal)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2007. Design and Calibration of a Dual-band Imaging System. Sensing and Instrumentation for Food Quality and Safety. 1(3): 113-121.Evaluation of Hyperspectral Imaging and Predictive Modeling to Determine Fertility and Development of Broiler Hatching Eggs

- (Proceedings)Smith, D.P., Lawrence, K.C., Heitschmidt, G.W., Park, B., Windham, W.R. 2007. Evaluation of Hyperspectral Imaging and Predictive Modeling to Determine Fertility and Development of Broiler Hatching Eggs. Poultry Science Meeting, p. 86 (suppl 1): 385.Au/Si Nanorod-Based Biosensor for Salmonella Detection

- (Proceedings)Park, B., Fu, J., Siragusa, G.R., Cho, Y., Zhao, Y. 2007. Au/Si Nanorod-Based Biosensor for Salmonella Detection. Biological Sensorics: Critical Technologies for Future Biosystems. 15-17 June, 2007. Minneapolis, MN, USAAu/Si nanorod-based biosensor for food pathogen detection

- (Proceedings)Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y. 2007. Au/Si nanorod-based biosensor for food pathogen detection. Proceedings of 36th UJNR Food & Agri. Panel Meeting, Tsukuba, Japan. p35-38.STATISTICAL MODEL-BASED THRESHOLDING OF MULTISPECTRAL IMAGES FOR CONTAMINANT DETECTION ON POULTRY CARCASSES

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Park, B., Windham, W.R. 2007. STATISTICAL MODEL-BASED THRESHOLDING OF MULTISPECTRAL IMAGES FOR CONTAMINATE DETECTION ON POULTRY CARCASSES. Transactions of the ASABE. 50(4):1433-1422. 2007.A compact multispectral imaging system for online poultry contaminant inspection

- (Proceedings)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2007. A compact multispectral imaging system for online poultry contaminant inspection. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE). 50(4):1427-1432.Development of handheld multispectral imaging system for food safety inspection

- (Proceedings)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2007. Development of handheld multispectral imaging system for food safety inspection. Proceedings Biological Sensorics (CDROM)Evaluation of LED and tungsten-halogen lighting for fecal contaminant detection

- (Peer Reviewed Journal)Lawrence, K.C., Park, B., Windham, W.R., Heitschmidt, G.W., Thai, C.N. 2007. Evaluation of LED and tungsten-halogen lighting for fecal contaminant detection. Applied Engineering in Agriculture. 23(6):811-818.Can machines see fecal contaminants? - Automated on-line poultry safety inspection

- (Trade Journal)Park, B., Lawrence, K.C., Windham, W.R. 2007. Can machines see fecal contaminants? - Automated on-line poultry safety inspection. ASABE Resource Magazine April 2007:  2-3.OPTIMIZATION OF FECAL DETECTION USING HYPERSPECTRAL IMAGING AND KERNEL DENSITY ESTIMATION

- (Peer Reviewed Journal)Yoon, S.C., Lawrence, K.C., Park, B., Windham, W.R. 2007. Optimization of fecal detection using hyperspectral imaging and kernel density estimation. Transactions of the ASABE. 50(3): 1063-1071Real-Time Multispectral Imaging System for Online Poultry Fecal Inspection using Unified Modeling Language.

- (Peer Reviewed Journal)Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P., Thai, C.N. 2007. Real-Time Multispectral Imaging System for Online Poultry Fecal Inspection using Unified Modeling Language.. Sensing and Instrumentation for Food Quality and Safety. 1(2):45-54.Compact multi-spectral imaging system for contaminant detection on poultry carcass

- (Proceedings)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2007. Compact multi-spectral imaging system for contaminant detection on poultry carcass. Proceedings for Electronic Imaging Meeting. Proceedings SPIE 6503-4Egg embryo development detection with hyperspectral imaging

- (Peer Reviewed Journal)Lawrence, K.C., Smith, D.P., Windham, W.R., Heitschmidt, G.W., Park, B., Yoon, S.C. 2007. Egg embryo development detection with hyperspectral imaging. International Journal of Poultry Science. 5(10):  964-969Improved hyperspectral imaging system for fecal detection on poultry carcasses

- (Peer Reviewed Journal)Heitschmidt, G.W., Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2007. Improved hyperspectral imaging system for fecal detection on poultry carcasses. Transactions of the ASABE. 50(4):1427-1432.CONTAMINANT CLASSIFICATION OF POULTRY HYPERSPECTRAL IMAGERY USING SPECTRAL ANGLE MAPPER ALGORITHM

- (Peer Reviewed Journal)Park, B., Windham, W.R., Lawrence, K.C., Smith, D.P. 2007. Contaminant classification of poultry hyperspectral imagery using spectral angle mapper algorithm. Biosystems Engineering. 96(3): 323-333Application of Imaging Technology to Chicken Carcasses and Hatching Eggs

- (Proceedings)Smith, D.P., Windham, W.R., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2006. Application of Imaging Technology to Chicken Carcasses and Hatching Eggs. Poultry Waste Management Symposium Proceedings.Real-time multispectral imaging system for online poultry fecal inspection using UML

- (Proceedings)Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P., Thai, C.N. 2006. Real-time multispectral imaging system for online poultry fecal inspection using UML. Proceedings of SPIE. 6381-33Bone Fragment Detection in Chicken Breast Fillets using Diffuse Scattering Patterns of Back-Illuminated Structured Light

- (Proceedings)Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2006. Bone fragment detection in chicken breast fillets using diffuse scattering patterns of back-illuminated structured light. Proceedings of SPIE, 6381.Two-Port Multispectral Imaging System for Contaminant Detection on Poultry Carcasses

- (Proceedings)Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2006. Two-Port Multispectral Imaging System for Contaminant Detection on Poultry Carcasses. Proceedings of SPIE. Proceedings SPIE 6381-34PERFORMANCE OF SUPERVISED CLASSIFICATION ALGORITHMS OF HYPERSPECTRAL IMAGERY FOR IDENTIFYING FECAL AND INGESTA CONTAMINANTS

- (Peer Reviewed Journal)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2006. Performance of supervised classification algorithms of hyperspectral imagery for identifying fecal and ingesta contaminants. Transactions of the ASABE. 49(6): 2017-2024.Egg embryo development detection with hyperspectral imaging

- (Proceedings)Lawrence, K.C., Smith, D.P., Windham, W.R., Heitschmidt, G.W., Park, B. 2006. Egg embryo development detection with hyperspectral imaging. Proceedings of SPIE. 6381.PARTIAL LEAST SQUARES REGRESSION OF HYPERSPECTRAL IMAGES FOR CONTAMINANT DETECTION ON POULTRY CARCASSES

- (Peer Reviewed Journal)Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P., Feldner, P.W. 2006. Partial least squares regression of hyperspectral images for contaminant detection on poultry carcasses. Near Infrared Spectroscopy Journal.Partial Least Squares Regression of Hyperspectral Images for Contaminant Detection on Poultry Carcasses

- (Peer Reviewed Journal)Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P. 2006. Partial Least Squares Regression of Hyperspectral Images for Contaminant Detection on Poultry Carcasses. Near Infrared Spectroscopy Journal. 14(4):223-230.PARTIAL LEAST SQUARES REGRESSION OF HYPERSPECTRAL IMAGES FOR CONTAMINATION DETECTION ON POULTRY CARCASSES

- (Peer Reviewed Journal)Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P., Feldner, P.W. 2006. Partial least squares regression of hyperspectral images for contamination detection on poultry carcasses. Journal of Near Infrared Spectroscopy. 14:223-230BONE FRAGMENT DETECTION IN CHICKEN BREAST FILLETS USING BACK-ILLUMINATED STRUCTURED LIGHT

- (Proceedings)Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2006. Bone fragment detection in chicken breast fillets using back-illuminated structured light. ASABE Annual International Meeting. Portland, OR, July 9-12,2006. Paper No. 063017.Textural Analysis of Hyperspectral Images for Improving Detection Accuracy

- (Abstract Only)Park, B., Lawrence, K.C., Windham, W.R., Kise, M., Thai, C.N. 2006. Textural Analysis of Hyperspectral Images for Improving Detection Accuracy [abstract]. ASABE Annual International Meeting.REAL-TIME MULTISPECTRAL IMAGING APPLICATION FOR POULTRY SAFETY INSPECTION

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Snead, M.P. 2006. Real-time multispectral imaging application for poultry safety inspection. International Society for Optical Engineering. 6070-7:1-10.EFFECT OF BROILER CARCASS WASHING ON FECAL CONTAMINANT IMAGING

- (Peer Reviewed Journal)Lawrence, K.C., Windham, W.R., Smith, D.P., Park, B., Feldner, P.W. 2006. Effect of broiler carcass washing on fecal contaminant imaging. Transactions of the ASABE. 49(1):133-140.THRESHOLDING FOR BIOLOGICAL MATERIAL DETECTION IN REAL-TIME MULTISPECTRAL IMAGING

- (Proceedings)Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R. 2005. THRESHOLDING FOR BIOLOGICAL MATERIAL DETECTION IN REAL-TIME MULTISPECTRAL IMAGING. Proceedings of SPIE. 5913:552-563.DYNAMIC THRESHOLDING METHOD FOR IMPROVING CONTAMINANT DETECTION ACCURACY WITH HYPERSPECTRAL IMAGES

- (Proceedings)Park, B., Yoon, S.C., Lawrence, K.C., Windham, W.R. 2005. Dynamic thresholding method for improving contaminant detection accuracy with hyperspectralimages. St. Joseph, Michigan, July 17-20, 2005, Tampa, Florida.American Society of Agricultural Engineers Meetings Papers. Paper No. 053071.STATISTICAL MODELING OF MULTISPECTRAL IMAGES FOR IMPROVED CONTAMINATION DETECTION ON POULTRY CARCASSES

- (Proceedings)Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R. 2005. Statistical modeling of multispectral images for improved contamination detection on poultry carcasses. American Society of Agricultural Engineers Meetings Papers. Paper No. 053072.Partial least squares models for hyperspectral contaminant detection

- (Proceedings)Lawrence, K.C., Windham, W.R., Park, B. 2007. Partial least squares models for hyperspectral contaminant detection. Proc. 12th International Conf. Near Infrared Spectroscopy. p.595-603.Supervised classification algorithms for poultry hyperspectral image analysis

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2007. Supervised classification algorithms for poultry hyperspectral image analysis. Near Infrared Spectroscopy International Conference Proceedings. p. 239-244.Multipurpose hyperspectral imaging system

- (Research Technical Update)Mao, C., Smith, D., Lanoue, M.A., Poole, G.H., Heitschmidt, G.W., Martinez, L., Windham, W.R., Lawrence, K.C., Park, B. 2005. Multipurpose hyperspectral imaging system. NASA Tech Briefs. 29(8):30-31 (Technical Article).LED lighting for use in multispectral and hyperspectral imaging

- (Proceedings)Lawrence, K.C., Park, B., Windham, W.R., Heitschmidt, G.W. 2005. LED lighting for use in multispectral and hyperspectral imaging. ASABE Annual International Meeting. Paper No. 053073.DETECTION OF EARLY CHANGES IN FERTILE EGGS DURING INCUBATION USING A HYPERSPECTRAL IMAGING SYSTEM

- (Abstract Only)Smith, D.P., Mauldin, J.M., Lawrence, K.C., Park, B., Heitschmidt, G.R. 2004. Detection of early changes in fertile eggs during incubation using a hyperspectral imaging system [abstract]. Poultry Science. 83(suppl.1):75.DETECTION OF FERTILITY AND EARLY DEVELOPMENT OF HATCHING EGGS WITH HYPERSPECTRAL IMAGING

- (Proceedings)Smith, D.P., Mauldin, J.M., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2005. Detection of fertility and early development of hatching eggs with hyperspectral imaging. Proceedings 17th European Symposium on Quality of Poultry Meat. p.139-144.AUTOMATED ON-LINE POULTRY SAFETY INSPECTION TESTED

- (Trade Journal)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Automated on-line poultry safety inspection tested. American Society of Agricultural Engineers Resource Magazine. Resource. September 2005. p.4.PERFORMANCE OF HYPERSPECTRAL IMAGING SYSTEM FOR POULTRY SURFACE CONTAMINANT DETECTION

- (Peer Reviewed Journal)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Performance of hyperspectral imaging system for poultry surface contaminant detection. Journal of Food Engineering.DETECTION OF CECAL CONTAMINANTS IN VISCERAL CAVITY OF BROILER CARCASSES USING HYPERSPECTRAL IMAGING

- (Peer Reviewed Journal)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Detection of cecal contaminants in visceral cavity of broiler carcasses using hyperspectral imaging. Applied Engineering in Agriculture. 21(4):627-635.DETECTION OF FERTILITY AND DEVELOPMENT OF HATCHING EGGS WITH HYPERSPECTRAL IMAGING

- (Abstract Only)Smith, D.P., Mauldin, J.M., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2005. Detection of fertility and development of hatching eggs with hyperspectral imaging [abstract]. European Symposium on the Quality of Eggs Meeting Abstract.IMPROVED IMAGING SYSTEM FOR FECAL DETECTION

- (Proceedings)Heitschmidt, G.W., Lawrence, K.C., Windham, W.R., Park, B. 2004. Improved imaging system for fecal detection. Proceedings of Optics East Society of Photo-Optical Instrumentation Engineers. 5587:112-120.REAL-TIME IMAGE PROCESSING FOR RAPID CONTAMINANT DETECTION ON BROILER CARCASSES

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Snead, M.P. 2004. Real-time image processing for rapid contaminant detection on broiler carcasses. International Society for Optical Engineering. 5587:101-111.HYPERSPECTRAL IMAGING APPLICATION FOR FOOD SAFETY ENGINEERING

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2004. Hyperspectral imaging application for food safety engineering [abstract]. Proceedings Korean Society for Food Engineering. October 11, 2004, Seoul, Korea. p.21-37.MULTISPECTRAL IMAGING SYSTEM FOR FECAL AND INGESTA DETECTION ON POULTRY CARCASSES

- (Peer Reviewed Journal)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2005. Multispectral imaging system for fecal and ingesta detection on poultry carcasses. Journal of Food Process Engineering. 27(5):311-327.HYPERSPECTRAL IMAGE CLASSIFICATION FOR FECAL AND INGESTA IDENTIFICATION BY SPECTRAL ANGLE MAPPER

- (Proceedings)Park, B., Windham, W.R., Lawrence, K.C., Smith, D.P. 2004. Hyperspectral image classification for fecal and ingesta identification by spectral angle mapper. Transaction of American Society of Agricultural Engineers. American Society of Agricultural Engineers, St. Joseph, MI. Annual International Meeting. Technical Paper No.043032.ON LINE DETECTION OF FECAL CONTAMINANTS USING MULTISPECTRAL IMAGING SYSTEM

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2003. On line detection of fecal contaminants using multispectral imaging system. [abstract] Proceedings 9th International Conference Engineering and Food. March 7-11, 2003. Montpellier, France.Comparison between visible/ NIR spectroscopy and hyperspectral imaging for detecting surface contaminants on poultry carcasses

- (Proceedings)Lawrence, K.C., Windham, W.R., Park, B., Smith, D., Poole, G.H. 2004. Comparison between visible/ NIR spectroscopy and hyperspectral imaging for detecting surface contaminants on poultry carcasses. Proceedings of SPIE. 5271.Automated on-line fecal detection - digital eye guards against fecal contamination

- (Review Article)Windham, W.R., Lawrence, K.C., Park, B., Smith, D. 2004. Automated on-line fecal detection - digital eye guards against fecal contamination. WATT Poultry USA. 4(11):32-38.AUTOMATED ON-LINE INSPECTION OF POULTRY

- (Trade Journal)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2003. Automated on-line inspection of poultry. Feedinformation News.CLASSIFICATION OF HYPERSPECTRAL IMAGERY FOR IDENTIFYING FECAL AND INGESTA CONTAMINANTS

- (Proceedings)Park, B., Windham, W.R., Lawrence, K.C., Smith, D.P. 2003. Classification of hyperspectral imagery for identifying fecal and ingesta contaminants. Proceedings International Society for Optical Engineering. 5271:118-127.AUTOMATED ON-LINE FECAL DETECTION SYSTEM

- (Proceedings)Smith, D.P., Windham, W.R., Lawrence, K.C., Park, B. 2003. Automated on-line fecal detection system. Georgia Poultry Conference Proceedings. p.4-7.EFFECT OF BROILER CARCASS WASHING ON FECAL CONTAMINANT IMAGING

- (Proceedings)Lawrence, K.C., Windham, W.R., Smith, D.P., Park, B., Feldner, P.W. 2003. Effect of broiler carcass washing on fecal contaminant imaging. American Society of Agricultural Engineers Annual International Meeting. St. Joseph, MI. Technical Paper No.033122.Algorithm development with visible-near-infrared spectral for detection of poultry feces and injesta

- (Peer Reviewed Journal)Windham, W.R., Smith, D.P., Park, B., Lawrence, K.C., Feldner, P.W. 2003. Algorithm development with visible-near-infrared spectral for detection of poultry feces and injesta. Transactions of the ASAE. 46(6):1733-1738.SIMPLE ALGORITHMS FOR THE CLASSIFICATION OF VISIBLE/NIR AND HYPERSPECTRAL IMAGING SPECTRA OF CHICKEN SKINS, FECES, AND FECAL CONTAMINATED SKINS

- (Peer Reviewed Journal)Liu, Y., Windham, W.R., Lawrence, K.C., Park, B. 2003. SIMPLE ALGORITHMS FOR THE CLASSIFICATION OF VISIBLE/NIR AND HYPERSPECTRAL IMAGING SPECTRA OF CHICKEN SKINS, FECES, AND FECAL CONTAMINATED SKINS. Journal of Applied Spectroscopy. 57(12):1609-1612.MACHINE VISION FOR DETECTING INTERNAL FECAL COMTAMINANTS OF BROILER CARCASSES

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P., Feldner, P.W. 2003. Machine vision for detecting internal fecal comtaminants of broiler carcasses. American Society of Aricultural Engineers Annual International Meeting. St. Joseph, MI. Technical Paper No.033051.A HYPERSPECTRAL IMAGING SYSTEM FOR IDENTIFICATION OF FAECAL AND INGESTA CONTAMINATION ON POULTRY CARCASSES

- (Peer Reviewed Journal)Lawrence, K.C., Windham, W.R., Park, B., Buhr, R.J. 2003. A hyperspectral imaging system for identification of fecal and ingesta contamination on poultry carcasses. Journal Near Infrared Spectroscopy. 11(4):269-281.ANALYSIS OF REFLECTANCE SPECTRA FROM HYPERSPECTRAL IMAGES OF POULTRY CARCASSES FOR FECAL AND INGESTA DETECTION

- (Proceedings)Windham, W.R., Lawrence, K.C., Park, B., Smith, D.P., Poole, G. 2003. Analysis of reflectance spectra from hyperspectral images of poultry carcasses for fecal and ingesta detection. International Society for Optical Engineering.Effect of broiler carcass washing on fecal contaminant imaging

- (Proceedings)Lawrence, K.C., Windham, W.R., Smith, D., Park, B. 2013. Effect of broiler carcass washing on fecal contaminant imaging. ASAE Paper No. 033122, Amer. Soc. Agric. Engrs., St. Joseph, MI (Proceeding.REFLECTANCE CALIBRATION OF FOCAL PLANE ARRAY HYPERSPECTRAL IMAGING SYSTEM FOR AGRICULTURAL AND FOOD SAFETY APPLICATIONS

- (Proceedings)Lawrence, K.C., Park, B., Windham, W.R., Mayo, C., Poole, G.H. 2002. Reflectance calibration of focal plane array hyperspectral imaging system for agricultural and food safety applications. Society of Photo-Optical Instrumentation Engineers.Algorithm development with visible-near-infrared spectral for detection of poultry feces and injesta

- (Proceedings)Windham, W.R., Smith, D.P., Park, B., Lawrence, K.C., Feldner, P.W. 2002. Algorithm development with visible-near-infrared spectral for detection of poultry feces and injesta. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE). Paper No. 026032.HYPERSPECTRAL SYSTEM CALIBRATION FOR IMPROVED CONTAMINANT DETECTION ON POULTRY CARCASSES

- (Proceedings)Lawrence, K.C., Park, B., Smith, D.P., Windham, W.R., Feldner, P.W. 2002. Hyperspectral system calibration for improved contaminant detection on poultry carcasses. American Society of Agricultural Engineers Annual International Meeting.HYPERSPECTRAL IMAGING FOR FOOD PROCESSING AUTOMATION

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P., Feldner, P.W. 2002. Hyperspectral imaging for food processing automation. International Society for Optical Engineering. 4816:308-316.CONTAMINANT DETECTION ON POULTRY CARCASS SURFACES

- (Trade Journal)Lawrence, K.C., Windham, W.R., Park, B., Smith, D.P. 2002. Contaminant detection on poultry carcass surfaces. New Food. 5(3):21-24.ASSESSMENT OF HYPERSPECTRAL IMAGING SYSTEM FOR POULTRY SAFETY INSPECTION

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2002. Assessment of hyperspectral imaging system for poultry safety inspection. International Society for Optical Engineering. 289:269-279.NEAR INFRARED SPECTROSCOPY TO PREDICT SOLUBLE SOLIDS AND FIRMNESS IN APPLES

- (Proceedings)Park, B., Abbott, J.A., Lee, K., Choi, C., Choi, K. 2002. Near infrared spectroscopy to predict soluble solids and firmness in apples. American Society of Agricultral Engineers Annual International Meeting. Paper No.02-3066.MULTISPECTRAL IMAGING SYSTEM FOR FECAL AND INGESTA DETECTION ON POULTRY CARCASSES

- (Proceedings)Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2002. Multispectral imaging system for fecal and ingesta detection on poultry carcasses. American Society of Agricutural Engineers Annual International Meeting. Paper No.02-3138.
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