A society of models for video and image libraries

IBM Systems Journal

Volumn 35, Issue 3-4, 1996, Pages 292-312

  Picard, R W ^a,b,c,d  

^a MIT MEDIA LAB   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^d LUCENT TECHNOLOGIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; GRAPHICAL USER INTERFACES; HUMAN COMPUTER INTERACTION; IMAGE PROCESSING; INFORMATION RETRIEVAL; INFORMATION TECHNOLOGY;

ALPHABETIZED; VIDEO AND IMAGE LIBRARIES; VISION TEXTURE;

DIGITAL IMAGE STORAGE;

EID: 0030414965     PISSN: 00188670     EISSN: None     Source Type: Journal    
DOI: 10.1147/sj.353.0292     Document Type: Article

References (65)

1. R. J. Herrnstein, D. H. Loveland, and C. Cable, "Natural Concepts in Pigeons," Journal of Experimental Psychology: Animal Behavior Processes 2, 285-302 (1976).
2. S. Watanabe, J. Sakamoto, and M. Wakita, "Pigeons' Discrimination of Paintings by Monet and Picasso," Journal of the Experimental Analysis of Behavior 63 (March 1995).
3. H. D. Hubel and T. N. Wiesel, "Receptive Fields and Functional Architecture of Monkey Striate Cortex," Journal of Physiology 195, 215-243 (1968).
4. W. T. Freeman and E. H. Adelson, "The Design and Use of Steerable Filters," IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-13, 891-906 (September 1991).
5. R. W. Picard and M. Gorkani, "Finding Perceptually Dominant Orientations in Natural Textures," Spatial Vision, special Julesz birthday issue 8, No. 2, 221-253 (1994).
6. M. M. Gorkani and R. W. Picard, "Texture Orientation for Sorting Photos at a Glance," Proceedings of the International Conference on Pattern Recognition, Vol. 1, Jerusalem, Israel (October 1994), pp. 459-464.
7. The images from Figures 1, 12, and 13 are part of the BT image database, available by FTP to teleos.com, in VISION-LIST-ARCHIVE/IMAGERY/BT_scenes.
8. M. J. Swain and D. H. Ballard. "Indexing via Color Histograms," Image Understanding Workshop, Pittsburgh, PA (September 1990), pp. 623-630.
9. T. Syeda-Mahmood, "Model-Driven Selection Using Texture," Proceedings of the 4th British Machine Vision Conference, J. Illingworth, Editor, University of Surrey, Guildford, BMVA Press (September 1993), pp. 65-74.
10. R. Polana and R. Nelson, "Low Level Recognition of Human Motion," IEEE Workshop on Motion of Non-Rigid and Articulated Objects, Austin, TX (1994).
11. C. B. Thaxton, W. L. Bradley, and R. L. Olsen, The Mystery of Life's Origin, Philosophical Library, New York (1984).
12. C. E. Shannon and W. Weaver, The Mathematical Theory of Communication, University of Illinois Press, Urbana and Chicago, IL (1963).
13. B. B. Mandelbrot, The Fractal Geometry of Nature, W. H. Freeman and Company, New York (1983).
14. P. S. Stevens, Patterns in Nature, Little, Brown and Co., Boston, MA (1974).
15. M. Minsky, The Society of Mind, Simon & Schuster, New York (1985).
16. R. Haralick, "Statistical and Structural Approaches to Texture," Proceedings of the IEEE 67, 786-804 (May 1979).
17. M. Tuceryan and A. K. Jain, "Texture Analysis," The Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau, and P. S. P. Wang, Editors, World Scientific Publishing Co. (1993), pp. 235-276.
18. A. M. Turing, "The Chemical Basis of Morphogenesis," Philosophical Transactions of the Royal Society of London Series B - Biological Sciences B 237, 37-72 (1952).
19. A. S. Sherstinsky, M-Lattice: A System for Signal Synthesis and Processing Based on Reaction-Diffusion, Sc.D. thesis, Massachusetts Institute of Technology, Cambridge, MA (1994).
20. A. Sherstinsky and R. W. Picard, "M-Lattice: From Morphogenesis to Image Processing," IEEE Transactions on Image Processing 5, No. 7 (July 1996), pp. 1137-1150.
21. R. Kelman, Dow Jones personal communication (1994).
22. A. Sherstinsky and R. W. Picard, "Color Halftoning with M-Lattice," IEEE Second International Conference on Image Processing, Washington, DC, Volume II (October 1995), pp. 335-337.
23. C. B. Price, P. Wambacq, and A. Oosterlinck, "Applications of Reaction-Diffusion Equations to Image Processing," 3rd International Conference on Image Processing and its Application (1989), pp. 49-53.
24. B. B. Kimia, A. R. Tannenbaum, and S. W. Zucker, Shapes, Shocks, and Deformations I: The Components of Shape and the Reaction-Diffusion Space, Lab for Engineering Man/Machine Systems LEMS-105, Brown University (June 1992).
25. G. Turk, "Generating Textures on Arbitrary Surfaces Using Reaction-Diffusion," Computer Graphics 25, 289-298 (July 1991).
26. A. Witkin and M. Kass, "Reaction-Diffusion Textures," Siggraph (1991).
27. J. D. Murray, Mathematical Biology, Springer-Verlag, New York (1990).
28. M. Hassner and J. Sklansky, "The Use of Markov Random Fields as Models of Texture," Computer Graphics and Image Processing 12, 357-370 (1980).
29. G. R. Cross and A. K. Jain, "Markov Random Field Texture Models," IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-5, No. 1, 25-39 (1983).
30. R. Chellappa and S. Chatterjee, "Classification of Textures Using Markov Random Field Models," Proceedings of ICASSP, San Diego, CA (1984), pp. 32.9.1-32.9.4.
31. R. Chellappa, S. Chatterjee, and R. Bagdazian. "Texture Synthesis and Compression Using Gaussian-Markov Random Field Models," IEEE Transactions on Systems, Man and Cybernetics SMC-15 (March/April 1985).
32. F. S. Cohen, Z. Fan, and M. A. Patel, "Classification of Rotated and Scaled Textured Images Using Gaussian Markov Random Field Models," IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-13, No. 2, 192-202 (1991).
33. A. I. Mirza, "Spatial Yield Modeling for Semiconductor Wafers," master's thesis, Massachusetts Institute of Technology, Cambridge, MA (May 1995).
34. E. Ben-Jacob and P. Garik. "The Formation of Patterns in Non-Equilibrium Growth," Nature 343, No. 6258, 523-530 (1990).
35. R. W. Picard and A. P. Pentland, "Temperature and Gibbs Image Modeling," MIT Media Laboratory, Perceptual Computing TR #254, Cambridge, MA (1995).
36. I. M. Elfadel and R. W. Picard, "Gibbs Random Fields. Co-Occurrences and Texture Modeling," IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-16, 24-37 (January 1994).
37. R. W. Picard and I. M. Elfadel, "Structure of Aura and Co-Occurrence Matrices for the Gibbs Texture Model," Journal of Mathematical Imaging and Vision 2, 5-25 (1992).
38. R. W. Picard, "Structured Patterns from Random Fields," Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA (October 1992), pp. 1011-1015.
39. L. Garand and J. A. Weinman, "A Structural-Stochastic Model for the Analysis and Synthesis of Cloud Images," Journal of Climate and Application Meteorology 25, 1052-1068 (1986).
40. R. W. Picard, "Random Field Texture Coding," Society for Information Display International Symposium Digest, Boston, MA (May 1992), pp. 685-688.
41. P. Brodatz, Textures: A Photographic Album for Artists and Designers, Dover, New York (1966).
42. K. Popat and R. W. Picard, "Novel Cluster-Based Probability Models for Texture Synthesis, Classification, and Compression," Proceedings of the SPIE Visual Communication and Image Processing 2094, 756-768 (November 1993).
43. K. Popat and R. W. Picard, "Cluster-Based Probability Model and Its Application to Image and Texture Processing," to appear IEEE Transactions on Image Processing.
44. N. Saint-Arnaud and K. Popat, "Analysis and Synthesis of Sound Textures," Proceedings of IJCAI-95 Two-Day Workshop on Computational Auditory Scene Analysis, Montreal (August 1995), pp. 125-131.
45. N. Saint-Arnaud, "Classification of Sound Textures," master's thesis, Massachusetts Institute of Technology, Cambridge, MA (September 1995).
46. A. R. Rao and J. Lohse, Identifying High Level Features of Texture Perception, Computer Science RC17629 #77673, IBM Corporation, Yorktown Heights, NY (1992).
47. J. M. Francos, A. Z. Mein, and B. Porat, "A Unified Texture Model Based on a 2-D Wold Like Decomposition," IEEE Transactions on Signal Processing, 2665-2678 (August 1993).
48. F. Liu and R. W. Picard, "Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval," IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear, also MIT Media Laboratory, Perceptual Computing TR #320, Cambridge, MA.
49. S. A. Niyogi and E. H. Adelson, "Analyzing and Recognizing Walking Figures in XYT" CVPR, Seattle, WA, Computer Vision and Pattern Recognition, IEEE Computer Society Press (June 1994), pp. 469-474.
50. A. K. Jain, Fundamentals of Digital Image Processing, Prentice Hall, Englewood Cliffs, NJ (1989).
51. M. Szummer and R. W. Picard, "Temporal Texture Modeling," Proceedings of ICIP, Lausanne (1996), to appear.
52. C. H. Perry and R. W. Picard, "Synthesizing Flames and Their Spreading," Proceedings of the Fifth Eurographics Workshop on Animation and Simulation, Oslo, Norway (September 1994).
53. W. Niblack, R. Barber, W. Equitz, M. Flickner, E. Glasman, D. Petkovic, P. Yanker, C. Faloutsos, and G. Taubin, "The QBIC Project: Querying Images by Content Using Color, Texture, and Shape," Storage and Retrieval for Image and Video Databases, W. Niblack, Editor, San Jose, CA, SPIE (February 1993), pp. 173-181.
54. H.-J. Zhang, S. W. Smoliar, J. H. Wu, C. Y. Low, and A. Kankanhalli, A Video Database System for Digital Libraries, ISS, National University of Singapore (June 1994).
55. A. Pentland, R. Picard, and S. Sclaroff, "Photobook: Tools for Content-Based Manipulation of Image Databases," International Journal of'Computer Vision (1996), in press.
56. "Virage," http://www.virage.com/ (1995).
57. "IBM QBIC project," http://wwwqbic.almaden.ibm.com/qbic/ qbic.html.
58. R. W. Picard, "Light-Years from Lena: Video and Image Libraries of the Future," IEEE Second International Conference on Image Processing, Vol. I, Washington, DC (October 1995), pp. 310-313.
59. T. P. Minka and R. W. Picard, "Interactive Learning Using a 'Society of Models'," to appear in issue of Pattern Recognition.
60. T. P. Minka, An Image Database Browser that Learns from User Interaction, master's thesis, Massachusetts Institute of Technology, Cambridge, MA (May 1996).
61. R. W. Picard, "Toward a Visual Thesaurus," Springer-Verlag Workshops in Computing (1995), to appear, also appears as MIT Media Laboratory, Perceptual Computing TR #358, Cambridge, MA.
62. R. W. Picard and T. P. Minka, "Vision Texture for Annotation," Journal of Multimedia Systems 3, 3-14 (1995).
63. D. Romer, The Kodak Picture Exchange, seminar at MIT Media Laboratory, Cambridge, MA (April 1995).
64. R. W. Picard, Affective Computing, MIT Media Laboratory, Perceptual Computing TR #321, Cambridge, MA (1995).
65. Additional technical notes and computer code are available from our World Wide Web pages, http://www-white. media.mit.edu/vismod/vismod.html, and by anonymous FTP from whitechapel.media.mit.edu.