A method for evaluating the performance of content-based image retrieval systems based on subjectively determined similarity between images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2383, Issue , 2002, Pages 356-366

  Black, John A ^a   Fahmy, Gamal ^a   Panchanathan, Sethuraman ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT BASED RETRIEVAL;

CONTENT BASED IMAGE RETRIEVAL SYSTEMS; CONTENT-BASED INDEXING; HUMAN OBSERVERS; OBJECTIVE METHODS; REFERENCE IMAGE; SIMILARITY MEASURE; SUBJECTIVE EVALUATIONS; VISUAL CONTENT;

SEARCH ENGINES;

EID: 84937553087     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45479-9_38     Document Type: Conference Paper

References (14)

1. Chang, E. Y., Li Beitao, and Li Chen. "Toward Perception-Based Image Retrieval." Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries. IEEE Comput. Soc Los Alamitos CA USA, 2000.
2. Frese, T., C. A. Bouman, and J. P. Allebach. "Methodology for Designing Image Similarity Metrics Based on Human Visual System Models." Proceedings of the SPIE The Intl Society for Optical Engineering 3016 (1997): 472-83
3. Jorgensen, C., and R. Srihari. "Creating a Web-Based Image Database for Benchmarking Image Retrieval Systems." Proceedings of the SPIE The International Society for Optical Engineering 3644 (1999): 534-41
4. Kam, A. H., et al. "Content Based Image Retrieval through Object Extraction and Querying." Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries. IEEE Comput. Soc Los Alamitos CA USA, 2000.
5. La Cascia, M., S. Sethi, and S. Sclaroff. "Combining Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web." Proceedings. IEEE Workshop on Content-Based Access of Image and Video Libraries (Cat. No.98EX173). IEEE Comput. Soc Los Alamitos CA USA, 1998.
6. Leung, T., and J. Malik. "Recognizing Surfaces Using Three-Dimensional Textons”. Proceedings of the Seventh IEEE International Conference on Computer Vision. IEEE Comput. Soc Los Alamitos CA USA, 1999 2 vol.
7. Ma, W. Y., Deng Yining, and B. S. Manjunath. "Tools for Texture/Color Based Search of Images." Proceedings of the SPIE The International Society for Optical Engineering 3016 (1997): 496-507
8. Manmatha, R., and S. S. Ravela. "Syntactic Characterization of Appearance and Its Application to Image Retrieval." Proceedings of the SPIE The International Society for Optical Engineering 3016 (1997): 484-95
9. MacArthur, S. D., C. E. Brodley, and Shyu Chi Ren. "Relevance Feedback Decision Trees in Content-Based Image Retrieval." Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries. IEEE Comput. Soc Los Alamitos CA USA, 2000.
10. Ravishankar Rao, A. "Identifying High Level Features of Texture Perception." CVGIP: Graphical Models and Image Processing 55.3 (1993): 218-33
11. Shyu, C. R., et al. "Local Versus Global Features for Content-Based Image Retrieval." Proceedings. IEEE Workshop on Content-Based Access of Image and Video Libraries (Cat. No.98EX173). IEEE Comput. Soc Los Alamitos CA USA, 1998.
12. Smith, J. R. "Image Retrieval Evaluation." Proceedings. IEEE Workshop on Content-Based Access of Image and Video Libraries (Cat. No.98EX173). IEEE Comput. Soc Los Alamitos CA USA, 1998.
13. Yihong, Gong, G. Proietti, and C. Faloutsos. "Image Indexing and Retrieval Based on Human Perceptual Color Clustering." Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231). IEEE Comput. Soc Los Alamitos CA USA, 1998
14. The NaturePix reference image set is in the public domain, and may be downloaded at http://cubic.asu.edu/vccl/imagesets/naturepix