Using texture to analyze and manage large collections of remote sensed image and video data

Applied Optics

Volumn 43, Issue 2, 2004, Pages 210-217

  Newsam, Shawn ^a   Wang, Lei ^a   Bhagavathy, Sitaram ^a   Manjunath, Bangalore S ^a  

^a Santa Barbara   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; AUTOMATION; DATA ACQUISITION; IMAGE ANALYSIS; MARKOV PROCESSES; OPTICAL SENSORS; SEMANTICS; STATISTICAL METHODS; TEXTURES; WAVE FILTERS;

FREQUENCY-SELECTIVE FILTERS; GABOR FILTERS; GEOGRAPHIC DIGITAL LIBRARIES; SATELLITE IMAGERY;

REMOTE SENSING;

EID: 0742320815     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.43.000210     Document Type: Article

References (21)

1. A. Huertas and R. Nevatia, "Detecting buildings in aerial images," Comput. Vision Graph. Image Process. 41(2), 131-152 (1988).
2. J. Shufelt and D. M. McKeown, "Fusion of monocular cues to detect man-made structures in aerial imagery," Comput. Vision Graph. Image Process. 57(3), 307-330 (1993).
3. T. Chang and C.-C. J. Kuo, "Texture analysis and classification with tree-structured wavelet transform," IEEE Trans. Image Process. 2(4), 429-441 (1993).
4. R. M. Haralick, K. Shanmugam, and I. Dinstein, "Textural features for image classification," IEEE Trans. Syst. Man Cybern. 3(6), 610-621 (1973).
5. F. Liu and R. W. Picard, "Periodicity, directionality, and randomness: wold features for image modeling and retrieval," IEEE Trans. Pattern Anal. Mach. Intell. 18(7), 722-733 (1996).
6. J. Mao and A. Jain, "Texture classification and segmentation using multiresolution simultaneous autoregressive models," Pattern Recogn. 25(2), 173-188 (1992).
7. R. Chellappa and S. Chatterjee, "Classification of textures using Gaussian Markov random fields," IEEE Trans. Acoust. Speech Signal Process. 33, 959-963 (1985).
8. B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mach. Intell. 18, 837-842 (1996).
9. J. Daugman, "Complete discrete 2D Gabor transform by neural networks for image analysis and compression," IEEE Trans. Acoust. Speech Signal Process. 36, 1169-1179 (1988).
10. S. Marcelja, "Mathematical description of the responses of simple cortical cells," J. Opt. Soc. Am. 70, 1297-1300 (1980).
11. P. Wu, B. S. Manjunath, S. Newsam, and H. D. Shin, "A texture descriptor for browsing and similarity retrieval," J. Signal Process. 16(1-2), 33-43 (2000).
12. B. S. Manjunath, P. Salembier, and T. Sikora, eds., Introduction to MPEG7: Multimedia Content Description Interface (Wiley, New York, 2002).
13. M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafine, D. Lee, D. Petkovic, D. Steele, and P. Yanker, "Query by image and video content: the QBIC system," IEEE Comput. 28(9), 23-32 (1995).
14. J. R. Bach, C. Fuller, A. Gupta, A. Hampapur, B. Horowitz, R. Humphrey, R. Jain, and C. F. Shu, "The Virage image search engine: an open framework for image management," in Storage and Retrieval for Image and Video Databases IV, I. K. Sethi and R. C. Jain, eds., Proc. SPIE 2870, 76-87 (1996).
15. A. Pentland, R. W. Picard, and S. Sclaroff, "Photobook: content-based manipulation of image databases," Int. J. Comput. Vision 18(3), 233-254 (1996).
16. J. R. Smith and S.-F. Chang, "VisualSEEk: a fully automated content-based image query system," in Proceedings of the Fourth ACM International Conference on Multimedia (AMC Multimedia, Berkeley, Calif., 1996), pp. 87-98.
17. S. Newsam, J. Tešić, M. Saban, and B. S. Manjunath, MPEG-7 Homogeneous Texture Descriptor Demo, http://vision.ece.ucsb.edu/texture/mpeg7/instructions.html.
18. S. Z. Li, Markov Random Field Modeling in Image Analysis (Springer-Verlag, Berlin, 2001).
19. S. Bhagavathy, S. Newsam, and B. S. Manjunath, "Modeling object classes in aerial images using texture motifs," in Proceedings of the International Conference on Pattern Recognition (IEEE Computer Society, Los Alamitos, Calif, 2002), pp. 981-984.
20. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood estimation from incomplete data via the EM algorithm," J. R. Statistical Soc. Ser. B 39(1), 1-38 (1977).
21. The Alexandria Digital Library Project, http://www.alexandria.ucsb.edu.