A system for model-based object recognition in perspective aerial images

Pattern Recognition

Volumn 31, Issue 4, 1998, Pages 465-491

  Das, Subhodev ^a,b   Bhanu, Bir ^a  

^a University of California ^*  (United States)

^b PVI   (United States)

Author keywords

CAD based vision; Object recognition; Perceptual grouping; Photointerpretation; Qualitative vision; Salient feature extraction; Shadow analysis

Indexed keywords

AERIAL PHOTOGRAPHY; IMAGE ANALYSIS; PATTERN RECOGNITION;

COMPUTER AIDED DESIGN; COMPUTER VISION; DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE UNDERSTANDING; PATTERN MATCHING; PHOTOINTERPRETATION;

AERIAL IMAGES; PERCEPTUAL GROUPING; QUALITATIVE VISION; SHADOW ANALYSIS;

OBJECT RECOGNITION;

EID: 0031597079     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(97)00061-7     Document Type: Article

References (35)

1. R. A. Brooks, Symbolic reasoning among 3-dimensional models and 2-dimensional images, Artificial Intell. 17, 285-349 (1981).
2. A. Huertas and R. Nevatia, Detecting buildings in aerial images, Complete. Vis. Graph Image Process. 41(2), 131-152 (1988).
3. R. B. Irvin and D. M. McKeown, Methods for exploiting the relationship between buildings and their shadows in aerial imagery, IEEE Trans. System Man and Cybernet, 19(6), 1564-1575 (1989).
4. C. Bjorklund, M. Noga, E. Barrett and D. Kuan, Lockheed imaging technology research for missiles and space, Proc. DARPA Image Understanding Workshop, pp. 332-352. Palo Alto, California, (May 1989).
5. V. Clément, G. Giraudon, S. Houzelle and F. Sandakly, Interpretation of remotely sensed images in a context of multisensor fusion using a multispecialist architecture, IEEE Trans. Geosci. Remote Sensing 31(4), 779-791 (1993).
6. A. Sha'ashua and S. Ullman, Structural saliency: the detection of globally salient structures using a locally connected network, Proc. IEEE 2nd Int. Conf. Comp. Vision, pp. 321-327. Tarpon Springs, Florida (December 1988).
7. R. C. Bolles and P. Horaud, 3DPO: a three-dimensional part orientation system, Int. J. Robot. Res. 5(3), 3-26 (1986).
8. D. G. Lowe, Perceptual Organization and Visual Recognition. Kluwer, Boston, Massachusetts (1985).
9. D. McKeown, W. A. Harvey and J. McDermott, Rule-based interpretation of aerial imagery, IEEE Trans. Pattern Anal. Mach. Intell. PAMI-7(5), 570-585 (1985).
10. S. Das, B. Bhanu and C.-C. Ho, Generic object recognition using multiple representations, Image Vis Comput. 14(5), 323-338 (1996).
11. H. Nasr, B. Bhanu and S. Lee, Refocused recognition of aerial photographs at multiple resolution, Proc. SPIE, Vol. 1098, pp. 198-206. Orlando, Florida (March 1989).
12. B. Bhanu and R. D. Holben, Model-based segmentation of FLIR images, IEEE Trans. Aerospace Electron. Syst. 26(1), 2-11 (1990).
13. B. Bhanu and S. Lee, Genetic Learning for Adaptive Image Segmentation. Kluwer Academic Publishers, Boston, Massachusetts (1994).
14. J. Peng and B. Bhanu, Closed-loop object recognition using reinforcement learning, Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 538-543. San Francisco, California (June 1996).
15. B. Bhanu, X. Bao and J. Peng, Reinforcement learning integrated image segmentation and object recognition, Proc. DARPA Image Understanding Workshop. pp. 1145-1154. New Orleans, Louisiana (May 1997).
16. L. Gupta and M. D. Srinath, Contour sequence moments for the classification of closed planar shapes, Pattern Recognition 20(3), 267-272 (1987).
17. L. Gupta and M. D. Srinath, Invariant planar shape recognition using dynamic alignment, Pattern Recognition 21(3), 235-239 (1988).
18. S. A. Dudani, K. J. Breeding and R. B. McGhee, Aircraft identification by moment invariants, IEEE Trans. Comput. C-26(1), 39-46 (1977).
19. A. P. Reeves, R. J. Prokop, S. E. Andrews and F. P. Kuhl, Three-dimensional shape analysis using moments and Fourier descriptors, IEEE Trans. Pattern. Anal. Mach. Intell. PAMI-10(6), 937-943 (1988).
20. G. Y. Tang and T. S. Huang, Using the creation machine to locate airplanes on aerial photos, Pattern Recognition, 12, 431-442 (1980).
21. L. S. Davis and T. C. Henderson, Hierarchical constraint processes for shape analysis, IEEE Trans. Pattern. Anal. Mach. Intell. PAMI-3(3), 265-277 (1981).
22. C. C. Lin and R. Chellappa, Classification of partial 2-D shapes using Fourier descriptors, IEEE Trans. Pattern. Anal. Mach. Intell. PAMI-9(5), 686-690 (1987).
23. T. P. Wallace and P. A. Wintz, An efficient three-dimensional aircraft recognition algorithm using normalized Fourier descriptors, Comput. Graphics Image Process. 13, 99-126 (1980).
24. T. P. Wallace, O. P. Mitchell and K. Fukunaga, Three-dimensional shape analysis using local shape descriptors, IEEE Trans. Pattern. Anal. Mach. Intell. PAMI-3, 310-323 (1981).
25. A. Gorin, Aspect-based aircraft classification from dynamic imagery, Proc. IEEE Conf. Pattern Recognition and Image Process. pp. 141-143 (1982).
26. J. W. Gorman, O. R. Mitchell, F. P. Kuhl, Partial shape recognition using dynamic programming, IEEE Trans. Pattern Anal. Mach. Intell. 10(2), 257-266 (1988).
27. Z. Chen and S.-Y. Ho, Computer vision for robust 3d aircraft recognition with fast library search, Pattern Recognition 24(5), 375-390 (1991).
28. J. C. Ming and B. Bhanu, A multistrategy machine learning approach for target model recognition, acquisition, and refinement, Proc. DARPA Image Understanding Workshop, pp. 742-756, Pittsburgh, Pennsylvania (September 1990).
29. D. I. Moldovan and C. Wu, A hierarchical knowledge based system for airplane classification, IEEE Trans. Software Engng, 14(12), 1829-1834 (1988).
30. J. Ma, C. Wu, and X. Lu, A fast shape descriptor, Comput. Vis. Graph. Image Process. 34, 282-291 (1986).
31. G. Gibbon, Weighted chord functions, Pattern Recognition, 21(4), 367-379 (1988).
32. J. Ben-Arie and A. Z. Meiri, 3D object recognition by optimal matching search of multinary graphs, Comput. Vis. Graphics Image Process. 37, 345-361 (1987).
33. D. W. Thompson and J. L. Mundy, Three-dimensional model matching from an unconstrained viewpoint, IEEE Int. Conf. Robotics Autom., pp. 208-220. Raleigh, North Carolina (1987).
34. C. H. Chien and J. K. Aggarwal, Model construction and shape recognition from occluding contours. IEEE Trans. Pattern Anal. Mach. Intell. PAMI-11(4), 372-389 (1989).
35. A. P. Reeves and R. W. Taylor, Identification of three-dimensional object using range information, IEEE Trans. Pattern. Anal. Mach. Intell. 11(4), 403-410 (1989).