On image classification: City images vs. landscapes

Pattern Recognition

Volumn 31, Issue 12, 1998, Pages 1921-1935

  Vailaya, Aditya ^a   Jain, Anil ^a   Zhang, Hong Jiang ^b  

^a Michigan State University   (United States)

^b HEWLETT PACKARD LABORATORIES   (United States)

Author keywords

Clustering; Content based retrieval; Image classification; Image database; Salient features; Similarity

Indexed keywords

COLOR IMAGE PROCESSING; COMPUTATIONAL LINGUISTICS; COSINE TRANSFORMS; DATA ACQUISITION; DATABASE SYSTEMS; EDGE DETECTION; FEATURE EXTRACTION; IMAGE ANALYSIS; VECTORS;

COLOR COHERENCE VECTORS; CONTENT-BASED RETRIEVAL; DISCRETE COSINE TRANSFORM (DCT) COEFFICIENTS; EDGE DIRECTION COHERENCE VECTORS; IMAGE CLASSIFICATION;

OBJECT RECOGNITION;

IMAGE CLASSIFICATION; RURAL AREA; URBAN AREA;

EID: 0032455864     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(98)00079-X     Document Type: Article

References (23)

1. 1. C. Faloutsos, R. Barber, M. Flickner, J. Hafner, W. Niblack, D. Petkovic and W. Equitz, Efficient and effective querying by image content, J. Intell. Inform. Systems 3, 231-262 (1994).
2. 2. A. Pentland, R. W. Picard and S. Sclaroff, Photobook: content-based manipulation of image databases, SPIE Vol. 2185: Storage and Retrieval for Image and Video Databases II, pp. 34-47 (1994).
3. 3. H. J. Zhang, C. Y. Low, S. W. Smoliar and J. H. Wu, Video parsing, retrieval and browsing: an integrated and content-based solution, Proc. ACM Multimedia '95, pp. 1-24, San Francisco, CA (1995).
4. 4. A. Hampapur, A. Gupta, B. Horowitz, C. F. Shu, C. Fuller, J. Bach, M. Gorkani and R. Jain, Virage video engine, in Proc. SPIE: Storage and Retrieval for Image and Video Databases V, pp. 188-197. San Jose (1997).
5. 5. J. R. Smith and S. F. Chang, Visualseek: A fully automated content-based image query system, in Proc. ACM Multimedia, pp. 87-98 (1996).
6. 6. W. Y. Ma and B. S. Manjunath, Netra: A toolbox for navigating large image databases, Proc. Int. Conf. on Image Proc., Vol. 1, pp. 568-571. Santa Barbara, CA (1997).
7. 7. S. Mehrotra, Y. Rui, M. Ortega and T. S. Huang, Supporting content-based queries over images in MARS, Proc. IEEE Int. Conf. on Multimedia Computing and Systems (1997).
8. 8. H. J. Zhang and D. Zhong, A scheme for visual feature based image indexing, Proc. SPIE Conf. on Storage and Retrieval for Image and Video Databases, pp. 36-46. San Jose, CA (1995).
9. 9. D. Zhong, H. J. Zhang and S.-F. Chang, Clustering methods for video browsing and annotation, Proc. SPIE Conf. on Storage and Retrieval for Image and Video Databases, San Jose, CA (1995).
10. 10. W. Y. Ma and B. S. Manjunath, Image indexing using a texture dictionary, Proc. SPIE Conf. on Image Storage and Archiving System, Vol. 2606, pp. 288-298. Philadelphia, PA (1995).
11. 11. M. Szummer and R. W. Picard, Indoor-outdoor image classification, IEEE Int. Workshop on Content-based Access of Image and Video Databases, in conjunction with ICCV'98, Bombay, India, (1998). http://wwwwhite.media.mit.edu/people/szummer/profile.html.
12. 12. E. C. Yiu, Image classification using color cues and texture orientation, Master's Thesis, Department of EECS, MIT (1996).
13. 13. J. Mao and A. K. Jain, Texture classification and segmentation using multiresolution simultaneous autoregressive models, Pattern Recognition 25(2), 173-188 (1992).
14. 14. D. A. Forsyth, J. Malik, M. M. Fleck, H. Greenspan, T. Leung, S. Belongie, C. Carson and C. Bregler, Finding pictures of objects in large collections of images, Int. Workshop on Object Recognition for Computer Vision, Cambridge, England, (1996). http://www.cs.berkeley. edu/projects/vision/publications.html.
15. 15. H.-H. Yu and W. Wolf, Scenic classification methods for image and video databases, Proc. SPIE, Digital Image Storage and Archiving Systems, pp. 363-371 (1995).
16. 16. M. M. Gorkani and R. W. Picard, Texture orientation for sorting photos "at a glance", 12th Int. Conf. on Pattern Recognition, pp. 459-464. Jerusalem (1994).
17. 17. R. M. Bolle, B.-L. Yeo and M. Yeung, Video query: Beyond the keywords, IBM J. Res. Development (1998) (to appear) (see also IBM Res. Rep. RC20586, 1996).
18. 17. R. M. Bolle, B.-L. Yeo and M. Yeung, Video query: Beyond the keywords, IBM J. Res. Development (1998) (to appear) (see also IBM Res. Rep. RC20586, 1996).
19. 18. A. K. Jain and R. C. Dubes, Algorithms for Clustering Data. Prentice-Hall, Englewood Cliffs, NJ (1988).
20. 19. G. Pass, R. Zabih and J. Miller, Comparing images using color coherence vectors, Proc. 4th ACM Conf. on Multimedia, Boston, MA (1996). http://simon.cs.cornell.edu/ Info/People/rdz/rdz.html.
21. 20. M. K. Hu, Visual pattern recognition by moment invariants, IRE Trans. Inform. Theory IT-8, 179-187 (1962).
22. 21. A. Vailaya, Y. Zhong and A. K. Jain, A hierarchical system for efficient image retrieval, 13th Int. Conf. on Pattern Recognition, pp. C356-360. Vienna (1996).
23. 22. A. K. Jain and A. Vailaya, Image retrieval using color and shape, Pattern Recognition 29, 1233-1244 (1996).