Source: https://www.imageclef.org/publications
Timestamp: 2019-04-25 06:43:12+00:00

Document:
Henning Müller, Paul Clough, Thomas Deselaers, and Barbara Caputo (Eds.). Experimental Evaluation in Visual Information Retrieval. The Information Retrieval Series, Vol. 32, Springer, 2010.
Theodora Tsikrika, Jana Kludas, and Adrian Popescu. Building reliable and reusable test collections for image retrieval:The Wikipedia task at ImageCLEF. IEEE Multimedia, Special Issue on Large-Scale Multimedia Data Collections, 19(3):24-33, July-September 2012.
H. Müller, J. Kalpathy-Cramer. The ImageCLEF Medical Retrieval Task at ICPR 2010 – Information Fusion, ICPR 2010 – Proceedings of the 20th International Conference on Pattern Recognition, pages 3284-3287, 2010.
S. Nowak. ImageCLEF@ ICPR Contest: Challenges, Methodologies and Results of the Photo Annotation Task, ICPR 2010 – Proceedings of the 20th International Conference on Pattern Recognition, pages 489-492, 2010.
H. Müller, J. Kalpathy-Cramer. The ImageCLEF Medical Retrieval Task at ICPR 2010 – Information Fusion to Combine Visual and Textual Information, Recognizing Patterns in Signals, Speech, Images and Videos - ICPR 2010 Contests Reports, LNCS 6388, pages 99-108, 2010.
S. Nowak. Overview of the photo annotation task in imageCLEF@ ICPR, Recognizing Patterns in Signals, Speech, Images and Videos - ICPR 2010 Contests Reports, LNCS 6388, pages 138-151, 2010.
A. Pronobis, H. I. Christensen, B. Caputo. Overview of the imageCLEF@ ICPR 2010 robot vision track, Recognizing Patterns in Signals, Speech, Images and Videos - ICPR 2010 Contests Reports, LNCS 6388, pages 171-179, 2010.
S. Nowak, A. Llorente, E. Motta, S. Rüger. The effect of semantic relatedness measures on multi-label classification evaluation, CIVR 2010 - Proceedings of the 2010 ACM International Conference on Image and Video Retrieval, 2010.
S. Nowak, H. Lukashevich, P. Dunker, S. Rüger. Performance measures for multilabel evaluation: a case study in the area of image classification, MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval, pages 35-44, 2010.
S. Nowak, S. Rüger. How reliable are annotations via crowdsourcing: a study about inter-annotator agreement for multi-label image annotation, MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval, 557-566, 2010.
J. Kalpathy-Cramer, S. Bedrick, S. Radhouani, W. Hersh, I. Eggel, C.E. Kahn Jr., H. Müller. Retrieving Similar Cases from the Medical Literature-The ImageCLEF experience., Studies in Health Technology and Informatics, 160, pages 1189-1193, 2010.
A. Pronobis, B. Caputo, P. Jensfelt, H.I. Christensen. A realistic benchmark for visual indoor place recognition, Robotics and Autonomous Systems, 58, 2010.
A. Hanbury, H. Müller, P. Clough,	Editorial: Special issue on image and video retrieval evaluation, Computer Vision and Image Understanding, 114(4),	pages 409-410, 2010.
H.J. Escalante, C.A. Hernández, J.A., Gonzalez, A. López-López, M. Montes, E.F. Morales, L. Enrique Sucar, L. Villaseñor, M. Grubinger. The segmented and annotated IAPR TC-12 benchmark, Computer Vision and Image Understanding, 114(4), pages 419-428, 2010.
H. Müller, T. Tsikrika. Global Pattern Recognition: The ImageCLEF Benchmark, IAPR Newsletter, 32(1), pages 3—6, 2010.
W. Hersh, H. Müller, J. Kalpathy-Cramer. The ImageCLEFmed medical image retrieval task test collection, Journal of Digital Imaging, 22(6), pages 648-655, 2009.
H. Müller, J. Kalpathy-Cramer, C.E. Kahn Jr, W. Hersh. Comparing the quality of accessing medical literature using content-based visual and textual information retrieval. Proceedings of SPIE Medical Imaging, 2009.
H. Lukashevich, S. Nowak, P. Dunker. Using one-class SVM outliers detection for verification of collaboratively tagged image training sets, ICME 2009 - Proceedings of the IEEE International Conference on Multimedia and Expo, pages 682-685, 2009.
S. Nowak, H. Lukashevich. Multilabel classification evaluation using ontology information, Proceedings of ESWC Workshop on Inductive Reasoning and Machine Learning on the Semantic Web, 2009.
S. Nowak, P. Dunker. A Consumer Photo Tagging Ontology: Concepts and Annotations, Proceedings of the 2009 Theseus/ImageCLEF workshop on visual information retrieval evaluation, 2009.
H. J. Escalante, M. Montes, E. Sucar. On the SAIAPR TC-12 benchmark, Proceedings of the 2009 Theseus/ImageCLEF workshop on visual information retrieval evaluation, 2009.
M. L. Paramita, M. Sanderson, P. Clough. Developing a test collection to support diversity analysis, SIGIR 2009 Workshop: Redundancy, Diversity, and Interdependent Document Relevance, 2009.
M. Sanderson, J. Tang, T. Arni, P. Clough. What Else Is There? Search Diversity Examined. Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval (ECIR), pp. 562-569, 2009.
T. Deselaers, H. Müller, T.M. Deserno. Editorial: Editorial to the Special Issue on Medical Image Annotation in ImageCLEF 2007, Pattern Recognition Letters, 29(15), pages 1987, 2008.
T. Deselaers, T.M. Deserno, H. Müller. Automatic medical image annotation in ImageCLEF 2007: Overview, results, and discussion, Pattern Recognition Letters, 29(15), pages 1988-1995, 2008.
T. Arni, J. Tang, M. Sanderson, P. Clough. Creating a test collection to evaluate diversity in image retrieval, SIGIR 2008 Workshop on Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments, 2008.
H. Müller, J Kalpathy-Cramer, W Hersh, A. Geissbuhler. Using Medline queries to generate image retrieval tasks for benchmarking, Studies in Health Technology and Informatics, 136, pages 523-528, 2008.
T. Deselaers, H. Müller, P Clough, H. Ney, T. M. Lehmann. The CLEF 2005 automatic medical image annotation task, International Journal of Computer Vision, 74(1), pages 51-58, 2007.
H. Müller, P. Clough, B. Hersh, A. Geissbuhler. Variation of relevance assessments for medical image retrieval, AMR 2006 - Proceedings of the 4th international conference on Adaptive multimedia retrieval, LNCS 4398, pages 232-246, 2007.
H. Müller, C. Boyer, A. Gaudinat, B. Hersh, A. Geissbuhler. Analyzing web log files of the health on the net HONMedia search engine to define typical image search tasks for image retrieval evaluation, Studies in Health Technology and Informatics, 129, pages 1319-1323, 2007.
W. Hersh, H. Müller. Image retrieval in medicine: The ImageCLEF medical image retrieval evaluation, Bulletin of the American Society for Information Science and Technology, 33(3), 2007.
H. Muller, X. Zhou, A. Depeursinge, M. J. Pitkänen, J. Iavindrasana, A. Geissbuhler. Medical visual information retrieval: State of the art and challenges ahead, ICME 2007 - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, pages 683—686, 2007.
M. Grubinger, P. Clough. On the creation of query topics for ImageCLEFphoto, Proceedings of the Third Workshop on Image and Video Retrieval Evaluation, pages 50-63, 2007.
V. Viitaniemi, J. Laaksonen. Thoughts on evaluation of image retrieval inspired by ImageCLEF 2007 object retrieval task, Proceedings of the Third Workshop on Image and Video Retrieval Evaluation, 2007.
P. Clough. Image retrieval: Large-scale evaluation of cross-language image retrieval systems, Bulletin of the American Society for Information Science and Technology, 33(3), 2007.
W. Hersh, H. Müller, J. Kalpathy-Cramer, E. Kim. Consolidating the ImageCLEF Medical Task Test Collection: 2005-2007, Proceedings of the Third Workshop on Image and Video Retrieval Evaluation, 2007.
H. Müller, T. Deselaers, M. Grubinger, P. Clough, A, Hanbury, W. Hersh. Problems with running a successful multimedia retrieval benchmark, Proceedings of the Third Workshop on Image and Video Retrieval Evaluation, 2007.
A. Hanbury, B. Micušık, J. Stöttinger. The MUSCLE Live Image Retrieval Evaluation Event, Proceedings of the Third Workshop on Image and Video Retrieval Evaluation, 2007.
H.J. Escalante, M. Montes, L.E. Sucar, M. Grubinger. Towards a Region-Level Automatic Image Annotation Benchmark. Proceedings of the Third Workshop on Image and Video Retrieval Evaluation, 2007.
P. Clough. Large-Scale Evaluation of Cross-Language Image Retrieval Systems. ASIST Bullletin, February/May 2007.
W. Hersh, H. Muller, J.R. Jensen, J. Yang, P.N. Gorman, P. Ruch. Advancing biomedical image retrieval: development and analysis of a test collection, Journal of the American Medical Informatics Association, 13(5), pages 488-496, 2006.
H. Müller, P. Clough, W. Hersh, T. Deselaers, T. M. Lehmann, B. Janvier, A. Geissbuhler. Using heterogeneous annotation and visual information for the benchmarking of image retrieval systems, Proceedings of SPIE - Internet Imaging VII , 6061, 2006.
P. Clough, W. Hersh, A. Rorissa, M. Ruiz. ImageCLEF and ImageCLEFmed: Toward standard test collections for image storage and retrieval research, Proceedings of the ASIST Annual Meeting, 43(1), pages 1 – 6, 2006.
M. Grubinger, P. Clough, H. Müller, P. Clough. The IAPR TC-12 benchmark-a new evaluation resource for visual information systems, Proceedings of International Workshop OntoImage’2006 Language Resources for Content-Based Image Retrieval, pages 13-23, 2006.
H. Müller, C. Despont-Gros, W. Hersh, J. Jensen, C. Lovis, A. Geissbuhler. Health care professionals' image use and search behaviour, MIE 2006 - Proceedings of the Medical Informatics Europe Conference , pages 24-32, 2006.
P. Clough, H. Müller. Building and Evaluating Systems for Cross-Language Image Retrieval, DELOS Network of Excellence on Digital Libraries Demo Day, 2006.
M. Grubinger, P. Clough, C. Leung. The iapr tc-12 benchmark for visual information search, IAPR Newsletter, 28(2), pages 10 – 12, 2006.
H. Müller, P. Clough. The ImageCLEF benchmark on multimodal multilingual image retrieval. IAPR Newsletter 28(2), 2006.
P. Clough, M. Sanderson, N. Reid. The Eurovision St Andrews Collection of Photographs, ACM SIGIR Forum, 40(1), pages 21-30, 2006.
W. Hersh, E. Kim. The Impact of Relevance Judgments and Data Fusion on Results of Image Retrieval Test Collections. Proceedings of the second MUSCLE / ImageCLEF workshop on image and video retrieval evaluation, 2006.
H. Müller, P. Clough, W. Hersh, T. Deselaers, T. M. Lehmann, A. Geissbuhler. Evaluation axes for the medical image retrieval systems: the Image CLEF experience, MULTIMEDIA 2005 - Proceedings of the 13th annual ACM international conference on Multimedia, pages 1014-1022, 2005.
W. Hersh, H. Müller, P. Gorman, J. Jensen. Task analysis for evaluating image retrieval systems in the ImageCLEF biomedical image retrieval task, Slice of Life conference on Multimedia in Medical Education, 2005.
M. Grubinger, C. Leung, P. Clough. The IAPR benchmark for assessing image retrieval performance in cross-language evaluation tasks, Proceedings of the first MUSCLE / ImageCLEF workshop on image and video retrieval evaluation, 2005.
H. Müller, P. Clough, A. Geissbuhler, W. Hersh. ImageCLEF 2004-2005: results, experiences and new ideas for image retrieval evaluation, Proceedings of the Fourth International Workshop on Content-Based Multimedia Indexing (CBMI2005), 2005.
W. Hersh, J. Jensen, H. Müller, P. Gorman. A qualitative task analysis of biomedical image use and retrieval, Proceedings of the first MUSCLE / ImageCLEF workshop on image and video retrieval evaluation, 2005.
H. Müller, A. Rosset, J.P. Vallee, F. Terrier, A. Geissbuhler. A reference data set for the evaluation of medical image retrieval systems, Computerized Medical Imaging and Graphics, 28(6), pages 295-305, 2004.
P. Clough, M. Sanderson, H. Müller. The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004, Proceedings of the 2004 CIVR conference, LNCS 3115, pages 243-251, 2004.
M. Sanderson, P. Clough, C. Paterson, W. Tung Lo. Measuring a cross language image retrieval system, ECIR 2004 - Proceedings of the 26th European Conference on IR Research, LNCS 2997, pages 353-363, 2004.
P. Over, C. Leung, H. Ip, M. Grubinger. Multimedia retrieval benchmarks, IEEE Multimedia, 11(2), pages 80-84, 2004.
H. Müller, A Geissbuhler, S. Marchand-Maillet, P. Clough. Benchmarking image retrieval applications, Proceedings of the Conference on Visual Information Systems (VISUAL 2004), pages 334-337, 2004.
D. Markonis, A.G. Seco de Herrera, I. Eggel and H. Müller, Multi-scale visual words for hierarchical medical image categorization, SPIE Medical Imaging 2012: Image Processing, 2012.
U. Avni, H. Greenspan, E. Konen, M. Sharon, and J. Goldberger. X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words. IEEE Transanctions on Medical Imaging, 30(3), pages 733-746, 2011.
D. You, S. Antani, D. Demner-Fushman, V. Govindaraju, and G. R.Thoma. Detecting figure-panel labels in medical journal articles using MRF. ICDAR 2011 - Proceedings of 11th International Conference on Document Analysis and Recognition, pages 967 - 971 vol.1, 2011.
D. You, S. Antani, D. Demner-Fushman, M. Rahman, V. Govindaraju, and G. R. Thoma. Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval. DDR 2011 - Proceedings of Document Recognition and Retrieval XVIII, SPIE volume 7874, 2011.
K. Zagoris, S. Chatzichristofis, and A. Arampatzis. Bag-of-Visual-Words vs Global Image Descriptors on Two-Stage Multimodal Retrieval. SIGIR 2011 - Proceedings of the 34rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011.
A. Arampatzis, K. Zagoris, and S. A. Chatzichristofis. Fusion vs Two-Stage for Multimodal Retrieval. ECIR 2011 - Advances in Information Retrieval, Proceedings of the 33rd European Conference on IR Research, LNCS 6611, pages 759-762, 2011.
A. Arampatzis, K. Zagoris, and S. A. Chatzichristofis. Dynamic Two-Stage Image Retrieval from Large Multimodal Databases. ECIR 2011 - Advances in Information Retrieval, Proceedings of the 33rd European Conference on IR Research, LNCS 6611, pages 326-337, 2011.
A. Popescu, G. Grefenstette. Social Media Driven Image Retrieval. ICMR 2011 - Proceedings of the First ACM International Conference on Multimedia Retrieval, 2011.
S. Clinchant, J. Ah-Pine, G. Csurka. Semantic combination of textual and visual information in multimedia retrieval. ICMR 2011 - Proceedings of the First ACM International Conference on Multimedia Retrieval, 2011.
G. Csurka, S. Clinchant, G. Jacquet. Medical Image Modality Classification and Retrieval. CBMI 2011 - Proceedings of the International Workshop on Content Based Multimedia Indexing, 2011.
T. Mensink, J. J. Verbeek, Gabriela Csurka. Learning structured prediction models for interactive image labeling. CVPR 2011 - Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011.
S. Skaff, D. Rouquet, E. Dellandrea, A. Falaise, V. Bellynck, H. Blanchon, C. Boitet, D. Schwab, L. Chen, A. Saidi, G. Csurka, L. Marchesotti. Multimodal Search for Graphic Designers. IVAPP 2011- International Conference on Information Visualization Theory and Applications, 2011.
Y. Gkoufas, A. Morou, T. Kalamboukis. Combining Textual and Visual Information for Image Retrieval in the Medical Domain. The Open Medical Informatics Journal, 5, (Suppl 1-M6), pages 50-57, 2011.
H. Madzin, R. Zainuddin, N. S. Mohamed. Multi-modality Medical Images Feature Analysis. BIOMED 2011 - Proceedings of the 7th International Conference on Biomedical Engineering, 2011.
R. Agerri, R. Granados, A. García Serrano. Enrichment of Named Entities for Image Photo Retrieval. Proceedings of the 7th International conference on Adaptive Multimedia Retrieval: understanding media and adapting to the user, LNCS 6535, pages 101-110, 2011.
D. Hernández Aranda, V. Fresno Fernández, R. Granados Muñoz, A. García Serrano. Evaluando Modelos de Indexación Multilingüe en Recuperación de Imágenes Basada en Texto. CAEPIA 2011 - Proceedings of the Conference of the Spanish Association for Artificial Intelligence, 2011.
H. J. Escalante, M. Montes, E. Sucar. Multimodal Document Indexing based on Semantic Cohesion for Image Retrieval. Information Retrieval Journal, In press, 2011.
H. J. Escalante, M. Montes, E. Sucar. An Energy-based Model for Region Labeling. Computer Vision and Image Understanding, 115(6), pages 787-803, 2011.
M. Kawanabe, A. Binder, C. Muller, W. Wojcikiewicz. Multi-modal visual concept classification of images via Markov random walk over tags, WACV 2011 - IEEE Workshop on Applications of Computer Vision, pages 396-401, 2011.
J. Wang, Y. Li, Y. Zhang, C. Wang, H. Xie, G. Chen, X. Gao, Bag-of-Features Based Medical Image Retrieval via Multiple Assignment and Visual Words Weighting, IEEE Transactions on Medical Imaging, 2011 (accepted).
J. Wang, Y. Li, Y. Zhang, H. Honglan, C. Wang. Boosted Learning of Visual Word Weighting Factors for Bag-of-Features Based Medical Image Retrieval. ICIG 2011 - Proceedings of the Sixth International Conference on Image and Graphics, pages 1035 – 1040, 2011.
D. Markonis, A. Depeursinge, I. Eggel, A. Foncubierta-Rodríguez and H. Müller, Accessing the medical literature with content-based visual retrieval and text retrieval techniques, RSNA Proceedings, 2011.
D. Buffoni, S. Tollari, P. Gallinari. A Learning to Rank framework applied to text-image retrieval, Multimedia Tools and Applications, 2011.
D. Buffoni, S. Tollari, P. Gallinari. The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank. ECIR 2011 - Advances in Information Retrieval, Proceedings of the 33rd European Conference on IR Research, LNCS 6611, pages 743-746, 2011.
H. Wu, C. Tian. Thesaurus-Assistant Query Expansion for Context-based Medical Image Retrieval. PCM 2011 - Proceedings of the 12th Pacific-Rim Conference on Multimedia, 2011.
R. Donner, S. Haas, A. Burner, M. Holzer, H. Bischof, G. Langs. Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches based on Image Miniatures, Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support, 2011.
S. Haas, R. Donner, A. Burner, M. Holzer, G. Langs. SuperPixel-based Interest Points for Effective Bags of Visual Words Medical Image Retrieval, Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support, 2011.
M. M. Rahman, S. K. Antani, G. R. Thoma. Biomedical Image Retrieval using Multimodal Context and Concept Feature Spaces. Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support, 2011.
O, Pauly, D. Mateus, N. Navab. Building Implicit Dictionaries based on Extreme Random Clustering for Modality Recognition. Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support, 2011.
J. Mata, M. Crespo, M.J. Maña. Using MeSH to Expand Queries in Medical Image Retrieval. Proceedings of the MICCAI 2011 Workshop on Medical Content-based Retrieval for Clinical Decision Support, 2011.
L. Yang, R. Jin, L. Mummert, R. Sukthankar, A. Goode, B. Zheng, S.C.H. Hoi, M. Satyanarayanan A boosting framework for visuality-preserving distance metric learning and its application to medical image retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(1), 30-44, 2010.
K.S. Bhat, M.O. Berger, G. Simon, F. Sur. Transitive Closure based visual words for point matching in video sequence. Proceedings of the 20th International Conference on Pattern Recognition (ICPR), pages 3300-3303, 2010.
image annotations in region-based CBIR. DDR 2010 - Proceedings of Document Recognition and Retrieval XVII, SPIE volume 7534, 2010.
K. Zagoris, A. Arampatzis, and S. A. Chatzichristofis. www.MMRetrieval.net: A Multimodal Search Engine. SISAP 2010 - Proceedings of the 3rd International Conference on SImilarity Search and APplications, 2010.
T. Mensink, J. J. Verbeek, G. Csurka. Trans Media Relevance Feedback for Image Autoannotation. BMVC 2010 - Proceedings of the British Machine Vision Conference, 2010.
M. M. Rahman, S. K. Antani, G. R. Thoma. A Classification-Driven Similarity Matching Framework for Retrieval of Biomedical Images. MIR 2010 - Proceedings of the 11th ACM International Conference on Multimedia Information Retrieval, 2010.
A. Binder, W. Wojcikiewicz, C. Müller, M. Kawanabe. A Hybrid Supervised-Unsupervised Vocabulary Generation Algorithm for Visual Concept Recognition. ACCV 2010 - Proceedings of the 10th Asian Conference on Computer Vision, Revised Selected Papers, Part III, LNCS 6494, pages 95-108, 2010.
J. Martinez-Gomez, B. Caputo. Towards Semi-Supervised Learning of Semantic Spatial Concepts for Mobile Robots. Journal of Physical Agents, 4(3), pages 19-31, 2010.
J. C. Caicedo, J. G. Moreno, E. A. Niño, F. A. González. Combining Visual Features and Text Data for Medical Image Retrieval Using Latent Semantic Kernels. MIR2010 - Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, pages 359-366, 2010.
H. Le Borgne, N. Honnorat. Fast shared boosting for large-scale concept detection. Multimedia Tools and Application, Springer, 2010.
H. Le Borgne, N. Honnorat. Fast shared boosting: application to large-scale visual concept detection. CBMI 2010 - Proceedings of the International Workshop on Content-Based Multimedia Indexing, pages 13-18, 2010.
H. Wu, H. Zhang, C. Li. Medical Image Classification with Multiple Kernel Learning. ICIMCS 2010 - Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010.
B.C. Chien, C.H. Hu, M.Y. Ju Ontology-Based Information Retrieval Using Fuzzy Concept Documentation. Cybernetics and Systems: An International Journal, 41(1), pages 4-16, 2010.
L. Cao, A. Del Pozo, X. Jin, J. Luo, J. Han, T. S. Huang. RankCompete: simultaneous ranking and clustering of web photos. In Proceedings of the 19th international conference on World wide web (WWW), pages 1071-1072, 2010.
C. Moulin, C. Largeron, M. Gery. Impact of visual information on text and content based image retrieval. In Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition (SSPR & SPR), pages 159-169, 2010.
R. Paredes. Large-scale text to image retrieval using a Bayesian K-neighborhood model. In Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition (SSPR & SPR), pages 483-492, 2010.
J. Kalpathy-Cramer, W. Hersh. Multimodal medical image retrieval: image categorization to improve search precision. In Proceedings of the international conference on Multimedia information retrieval (MIR), 2010.
M.S. Simpson, D. Demner-Fushman, G.R. Thoma. Evaluating the importance of image-related text for ad-hoc and case-based biomedical article retrieval. In AMIA Annual Symposium Proceedings pages 752-756, 2010.
M.B. Belgacem, M. Niinimaki, N. Abdennadher. Programming distributed medical applications with XWCH2. In Healthgrid Applications and Core Technologies: Proceedings of HealthGrid, 2010.
X. S. Zhou, Z. Peng, Y. Zhan, M. Dewan, B. Jian, A. Krishnan, Y. Tao, M. Harder, S. Grosskopf, U. Feuerlein. Redundancy, redundancy, redundancy: the three keys to highly robust anatomical parsing in medical images. In Proceedings of the international conference on Multimedia information retrieval (MIR), 2010.
A. Llorente, R. Manmatha, S. Rüger. Image retrieval using Markov Random Fields and global image features. In Proceedings of the ACM International Conference on Image and Video Retrieval (CIVR), pages 243-250, 2010.
L. Kaliciak, D. Song, N. Wiratunga, J. Pan. Novel local features with hybrid sampling technique for image retrieval. In Proceedings of the 19th ACM international conference on Information and knowledge management (CIKM), 2010.
P. Wilkins, A. F. Smeaton, P. Ferguson. Properties of optimally weighted data fusion in CBMIR. In Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval (SIGIR), pages 643-650, 2010.
T.T. Pham, P. Mulhem, L. Maisonnasse. Spatial relationships in visual graph modeling for image categorization. In Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval (SIGIR), pages 729-730, 2010.
T.T. Pham, P. Mulhem, L. Maisonnasse. Relations explicites entre différentes représentations d'image dans un modèle de graphe visuel. Proceedings of CORIA, pages 211-222, 2010.
U. Avni, J. Goldberger, M. Sharon, E. Konen, H. Greenspan. Chest x-ray characterization: from organ identification to pathology categorization. In Proceedings of the international conference on Multimedia information retrieval (MIR), pages 155-164, 2010.
H. Glotin, Z.Q. Zhao, J. Gao, X. Wu. A matrix modular SVM robust to imbalanced data for efficient visual concept detection. In Proceedings of the international conference on Multimedia information retrieval (MIR), pages 333-338, 2010.
S. Paris, H. Glotin. Pyramidal multi-level features for the robot vision@ icpr 2010 challenge. In Proceedings of the 20th International Conference on Pattern Recognition (ICPR), pages 2949-2952, 2010.
J. Min, J. Leveling, D. Zhou, G. J. F. Jones. 2010. Document expansion for image retrieval. In Adaptivity, Personalization and Fusion of Heterogeneous Information (RIAO), pages 65-71, 2010.
C. Hernández-Gracidas, A. Juárez, L. E. Sucar, M. Montes-y-Gómez, L. Villaseñor. Data fusion and label weighting for image retrieval based on spatio-conceptual information. In Adaptivity, Personalization and Fusion of Heterogeneous Information (RIAO), pages 76-79, 2010.
T. Leelanupab, G. Zuccon, J.M. Jose. When Two Is Better Than One: A Study of Ranking Paradigms and Their Integrations for Subtopic Retrieval. In Proceedings of 6th Asia Information Retrieval Societies Conference (AIRS), pages 162-172, 2010.
Sahbi, H., & Audibert, J. (2010, September). Network-dependent kernels for image ranking. In Proceedings of the 17th IEEE International Conference on Image Processing (ICIP), pages 2357-2360, 2010.
V. A. Nguyen, J. A. Starzyk, A. L. P. Tay, W. B. Goh. Spatio-temporal sequence learning of visual place cells for robotic navigation. In Proceedings of The 2010 International Joint Conference on Neural Networks (IJCNN), pages 1-8, 2010.
I. F. Amaral, F. Coelho, J. F. P. da Costa, J. S. Cardoso. Hierarchical medical image annotation using SVM-based approaches. In Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB), pages 1-5, 2010.
D. A. Castro, L. Seijas. Image retrieval based on text and visual content using neural networks. Journal of Applied Computer Science Methods (ACSM 2010), 2(1), 21-39, 2010.
O. Chávez, E. Sucar, M. Montes. Image re-ranking based on relevance feedback combining internal and external similarities. In Proceedings of the 23rd International FLAIRS Conference, 2010.
S. Navarro, F. Llopis, R. Muñoz. Using evidences based on natural language to drive the process of fusing multimodal sources. In Proceedings of the 14th International Conference on Applications of Natural Language to Information Systems, NLDB, pages 24-35, 2010.
T. Mensink, J. Verbeek, G. Csurka. Trans Media Relevance Feedback for Image Autoannotation. Proceedings of the British Machine Vision Conference (BMVC), 2010.
M. Sjöberg, M. Koskela, V. Viitaniemi, J. Laaksonen. Indoor location recognition using fusion of SVM-based visual classifiers. In Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 343-348, 2010.
A. Juárez-González, M. Montes-y-Gómez, L. Villaseñor-Pineda, D. Pinto-Avendaño, M. Pérez-Coutiño. Selecting the n-top retrieval result lists for an effective data fusion. In Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing (CICLing), pages 580-589, 2010.
P. B. Myszkowski. Coevolutionary algorithm for rule induction. In Proceedings of the 2010 International Multiconference on Computer Science and Information Technology (IMCSIT), pages 73-79, 2010.
G. Mihai, A. Doringa, L. Stanescu. A graphical interface for evaluating three graph-based image segmentation algorithms. In Proceedings of the 2010 International Multiconference on Computer Science and Information Technology (IMCSIT), pages 735-740, 2010.
S. Tollari, M. Detyniecki, A. Fakeri-Tabrizi, C. Marsala, M.-R. Amini, P. Gallinari. Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne. RSTI - Document Numérique - 13/2010. Recherche d'information, pages 187-209, 2010.
S. Ordoñez-Salinas, A. Gelbukh. Information retrieval with a simplified conceptual graph-like representation. In Proceedings of the 9th Mexican International Conference on Artificial Intelligence (MICAI ), pages 92-104, 2010.
K. Trojacanec, G. Madzarov, D. Gjorgjevikj, S. Loskovska. Classification of magnetic resonance images. In Proceedings of the 32nd International Conference on Information Technology Interfaces (ITI), pages 597-602, 2010.
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