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## Image Group

-  Programs/Projects  Expand or Collapse    -  Fingerprint  Expand or Collapse      -  ANSI/NIST-ITL Standard 
    -  Fingerprint Compression  Expand or Collapse        -  WSQ Certification Procedure 
      -  Biometric Compression Information 
      -  JPEG 2000 Conformance Testing 
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  -  Image Group Publications (by year) 
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  -  Encrypting Software/Data for Transmission to NIST 
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    -  Development of NFIQ 2.0 
    -  NIST Fingerprint Registration and Comparison Tool (NFRaCT) 
    -  Public Domain OCR 
    -  Video-based Automatic System for Iris Recognition (VASIR) 

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P.J. Grother, W.J. Salamon, R. Chandramouli, "Biometric Specifications for Personal Identity Verification", NIST Special Publication (***NIST SP 800-76-2***)

S.M. Ballou, M.D. Garris, A. Clay, J. Dickerson, P.T. Higgins, L. Jackson, J. Morrissey, B. Owens, J. Polski, J. Hoin, L. Norton, M.K. Taylor, "Writing Guidelines to Develop an Memorandum of Understanding for Interoperable Automated Fingerprint Identification Systems", NIST Special Publication (***NIST SP 1156***) 

S.M. Ballou, M.D. Garris, A. Clay, J. Dickerson, P.T. Higgins, J. Hoin, L. Jackson, M. Lesko, J. Morrissey, L. Norton, B. Owens, J. Polski, M.K. Taylor, "Writing Guidelines for Requests for Proposals for Automated Fingerprint Identification Systems", NIST Special Publication (***NIST SP 1155***)

P.J. Phillips, J.R. Beveridge, D. Bolme, B.A. Draper, G.H. Givens, Y.M. Lui, H. Zhang, W.T. Scruggs, K.W. Bowyer, P.J. Flynn, S.L. Cheng, "The Challenge of Face Recognition from Digital Point-and-Shoot Cameras", IEEE Conference on Computer Vision and Pattern Recognition, 6/25-27/2013

P.J. Phillips, C. Sastry, Y.C. Chen, V.M. Patel, R. Chellappa, "In-plane Rotation and Scale Invariant Clustering and Dictionary Learning", IEEE Transactions on Image Processing, Vol. 22, No. 6

B.J. Wing, "The National Institute of Standards and Technology: NIST Contributions to Biometrics Technology", IEEE IT Professional

B.J. Wing, "The ANSI/NIST-ITL Standard: Data Format for the Interchange of Fingerprints, Facial & Other Biometric Information", Encyclopedia of Biometrics 2nd Edition

P.J. Phillips, Y.C. Chen, V.M. Patel, S. Shekar, R. Chellappa, "Video-based Face Recognition via Joint Sparse Representation", Tenth IEEE Conference on Automatic Face and Gesture Recognition, 4/22-26/13

S. Orandi, J.M. Libert, J.D. Grantham, F.R. Byers, L.M. Peterson, M.D.Garris, "Effects of JPEG 2000 Lossy Image Compression on 1000 ppi Latent Fingerprint Casework" NIST Interagency/Internal Report, ***(NISTIR 7780)***

K. Marshall, R.J. Micheals, K. Mangold, K. Kwong, "Incorporating Biometric Software Development Kits into the Development Process", NIST Interagency/Internal Report 7929",**(*NISTIR 7929*)**

P.J. Phillips, Y.C. Chen, V.M. Patel, J.K. Pillai, R. Chellappa, "Dictionary Learning from Ambiguously Labeled Data", IEEE Conference on Computer Vision and Pattern Recognition, 6/25-27/13

P.J. Phillips, V.M. Patel, Y.C. Chen, R. Chellappa, "Video-based Face Recognition via Joint Sparse Representations ", NIST Interagency/Internal Report (***NISTIR 7906***)

J.M. Libert, S. Orandi, M. Garris, J.D. Grantham, "Effects of Decomposition Levels and Quality Layers with JPEG 2000 Compression of 1000 ppi Fingerprint Images", NIST Interagency/Internal Report, ***(NISTIR 7939)***

J.C. Wu, A. Martin, C.S. Greenberg, R.N. Kacker, V.M. Stanford, "Significance Test with Data Dependency in Speaker Recognition Evaluation" , Proceedings of SPIE Vol. 8734, SPIE Defense Security Sensing

K. Greene, R.J. Michaels, F. Tamborello, "Computational Cognitive Modeling of Touch and Gesture on Multitouch Devices: Applications and challenges for Existing Theory", Proceedings of the 15th International Conference on Human-Computer Interaction

P. Grother, J.R. Matey, E. Tabassi, G.W. Quinn, M. Churnakov, "IREX IV Temporal Stability of Iris Recognition Accuracy", NIST Interagency/Internal Report ***(NISTIR 7949)***

G.W. Quinn, P. Grother, Mei Ngan, "IREX VI: Part 1 Evaluation of Iris Identification Algorithms", NIST Interagency/Internal Report ***(NISTIR 7948)***

Y, Lee, R.J. Micheals, J.J. Filliben, P.J. Phillips, "VASIR: An Open-Source Research Platform for Advanced Iris Recognition Technologies", Journal of Research (NIST JRES)

Y. Lee, J.J. Filliben, R.J. Micheals, P.J. Phillips, "Sensitivity Analysis for Biometric Systems: A Methodology Based on Orthogonal Experiment Designs", Computer Vision and Image Understanding.

S. Orandi, J. M. Libert, J. D. Grantham, L. Margaret, B. Bandini, K. Ko, L. M. Petersen, S. S. Wood, S. G. Harvey, "Examination of Downsampling Strategies for Converting 1000 ppi Fingerprint Imagery to 500 ppi" NIST Interagency/Internal Report ***(NISTIR 7839)***

P. J. Phillips, Y.C. Chen, V. M. Patel, R. Chellappa, "Dictionary-based Face Recognition from Video" Proceedings of the 12th European Conference on Computer Vision, Florence, -1, Italy, 10/08/2012 to 10/11/2012

P. J. Phillips, S. E. Baker, K. W. Bowyer, P. J. Flynn, "Empirical Evidence for Increased False Reject Rate with Time Lapse in ICE 2006" Handbook of Iris Recognition, Chapter: Empirical Evidence for Increased False Reject Rate with Time Lapse in ICE 2006

K. C. Mangold, "Biometrics in a Networked World" Planet Biometrics

P. J. Phillips, J. R. Beveridge, D. Bolme, B. Draper, Y. M. Lui, "Preliminary Studies on the Good, the Bad, and the Ugly Face Recognition Challenge Problem" IEEE Computer Society Workshop on Biometrics, IEEE Computer Society Workshop on Biometrics, Providence, RI, 06/18/2012 to 06/18/2012

P. J. Phillips, A. J. O'Toole, X. An, J. Dunlop, "Demographic Effects on Estimates of Automatic Face Recognition Performance" Image and Vision Computing

P. J. Phillips, J. Zheng, M.Y. Liu, R. Chellappa, "A Grassmann Manifold-based Domain Adaptation Approach" Proceedings of the International Conference on Pattern Recognition, International Conference on Pattern Recognition, Tuskuba Science City, Japan, 11/11/2012 to 11/15/2012

P. J. Phillips, J. R. Beveridge, B. Draper, G. H. Givens, A. J. O'Toole, D. Bolme, J. Dunlop, Y. M. Lui, H. A. Sahibzada, S. Weimer, "The Good, the Bad, and the Ugly Face Challenge Problem" Image and Vision Computing P. J. Phillips, A. O'Toole, X. An, J. Dunlop, V. Natu, "Comparing Face Recognition Algorithms to Humans on Challenging Tasks" ACM Transactions on Applied Perception

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