Human perception-driven, similarity-based access to image databases

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005 - Recent Advances in Artifical Intelligence

Volumn , Issue , 2005, Pages 245-250

  Emre Celebi, M ^a   Alp Aslandogan, Y ^a  

^a The University of Texas at Arlington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; GENETIC ALGORITHMS; IMAGE ANALYSIS; IMAGE RETRIEVAL; OPTIMIZATION; PERFORMANCE;

IMAGE DATABASES; PERCEPTION MODELING; SIMILARITY MODEL;

SENSORY PERCEPTION;

EID: 32844467525     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (25)

1. Aksoy S. and Haralick R.M. 2001. Feature Normalization and Likelihood-Based Similarity Measures for Image Retrieval. Pattern Recognition Letters 22(5):563-582.
2. Argenziano G., Soyer H.P., Giorgi V., and Piccolo D. 2000. Dermoscopy: A Tutorial. Milan, Italy: EDRA Medical Publishing & New Media.
3. Ashby F.G. and Perrin N.A. 1988. Toward a Unified Theory of Similarity and Recognition. Psychological Review 95(1): 124-150.
4. Bonnet E. and Peer Y. 2002. zt: A Software Tool for Simple and Partial Mantel Tests. Journal of Statistical Software 7:1-12.
5. Chang E.Y., Li B., and Li C. 2000. Towards Perception-Based Image Retrieval. In Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries, 101-105.
6. Costa L.F. and Ceesar R.M. 2001. Shape Analysis and Classification: Theory and Practice. Boca Raton, Florida: CRC Press.
7. Eiben A.E. 2002. Evolutionary Computing: The Most Powerful Problem Solver in the Universe?. Dutch Mathematical Archive 5(2): 126-131.
8. Frese T., Bouman C.A., and Allebach J.P. 1997. A Methodology for Designing Image Similarity Metrics Based on Human Visual System Models. In Proceedings of the SPIE Conference on Human Vision and Electronic Imaging II 3016:472-483.
9. Gupta L. and Srinath M.D. 1987. Contour Sequence Moments for the Classification of Closed Planar Shapes. Pattern Recognition 20(3):267-272.
10. Guyader N., Herve L.B., Herault J., and Guerin A. 2002. Towards the Introduction of Human Perception in a Natural Scene Classification System. In Proceedings of the IEEE International Workshop on Neural Network for Signal Processing, 385-394.
11. Jolliffe I.T. 1986. Principal Component Analysis. Springer-Verlag Inc.
12. Kurtz D.B., White T.L., and Hayes M. 2000. The Labeled Dissimilarity Scale: A Metric of Perceptual Dissimilarity. Perception & Psychophysics 62:152-161.
13. Levine D. 1996. Users Guide to the PGAPack Parallel Genetic Algorithm. Available at: ftp://ftp.mcs.anl.gov/pub/pgapack/user_guide.ps
14. Manjunath B. S., Salembier P., and Sikora T. eds. 2002. Introduction to MPEG 7: Multimedia Content Description Language. John Wiley & Sons Inc.
15. Manly B.F.J. 1991. Randomization, Bootstrap and Monte Carlo Methods in Biology. Boca Raton, Florida: CRC Press.
16. Mojsilovic A., Kovacevic J., Hu J., Safranek R.J., and Ganapathy S.K. 2000. Matching and Retrieval Based on the Vocabulary and Grammar of Color Patterns. IEEE Transactions on Image Processing 9(1):38-54.
17. Niblack W., Barber R., Equitz W., Flickner M., Glasman E.H., Petkovic D., Yanker P., Faloutsos C., and Taubin G. 1993. The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape. In Proceedings of the SPIE Conference on Storage and Retrieval for Image and Video Databases 1908:173-187.
18. Payne J.S. and Stonham T.J. 2001. Can Texture and Image Content Methods Match Human Perception?. In Proceedings of the International Symposium on Intelligent Multimedia, Video, and Speech Processing.
19. Pentland A., Picard R.W., and Sclaroff S. 1996. Photobook: Content-based Manipulation of Image Databases. International Journal of Computer Vision 18:233-254.
20. Rogowitz B.E., Frese T., Smith J.R., Bouman C.A., and Kalin E. 1998. Perceptual Image Similarity Experiments. In Proceedings of the SPIE Conference on Human Vision and Electronic Imaging 3299:26-29.
21. Rousseeuw P.J. and Leroy A.M. 1987. Robust Regression and Outlier Detection. John Wiley & Sons Inc.
22. Rui Y., Huang T.S., and Chang S. 1999. Image Retrieval: Current Techniques, Promising Directions and Open Issues. Journal of Visual Communication and Image Representation 10:39-62.
23. Scassellati B., Alexopoulos S., and Flickner M. 1994. Retrieving Images by 2D Shape: A Comparison of Computation Methods with Human Perceptual Judgments. In Proceedings of the SPIE Conference on Storage and Retrieval for Image and Video Databases Conference II 2185:2-14.
24. Smith, J.R. and Chang S.-F. 1996. VisualSEEk: A Fully Automated Content-Based Image Query System. In Proceedings of ACM Multimedia Conference, 87-98.
25. Xu L., Jackowski M., Goshtasby A., Roseman D., Bines S., Yu C., Dhawan A., and Huntley A. 1999. Segmentation of Skin Cancer Images. Image and Vision Computing 17(1):65-74.