Learning and extracting primal-sketch features in a log-polar image representation

Brazilian Symposium of Computer Graphic and Image Processing

Volumn 2001-January, Issue , 2001, Pages 338-345

  Gomes, Herman Martins ^a   Fisher, Robert B ^b  

^a FEDERAL UNIVERSITY OF PARAÍBA   (Brazil)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GRAPHICS; FEATURE EXTRACTION;

FEATURE SPACE; HUMAN VISUAL SYSTEM; IMAGE REPRESENTATIONS; LEARNING-BASED APPROACH; LOW-LEVEL FEATURES; PRE-PROCESSING; PRIMAL SKETCH; RECEPTIVE FIELDS;

IMAGE PROCESSING;

EID: 0348056570     PISSN: 15301834     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIBGRAPI.2001.963074     Document Type: Conference Paper

References (15)

1. V. Bruce, P. Green, and M. Georgeson. Visual Perception; Physiology, Psychology, and Ecology. Psychology Press, 3rd edition, 1996.
2. W. C. Chen, N. A. Thacker, and P. I. Rockett. A neural network for probabilistic edge labelling trained with a step edge model. In Proc. of 5th Int. Conf. on Image Processing and its Applications, pages 618-621, Edinburgh, July 1995.
3. H. M. Gomes and R. B. Fisher. Structural learning from iconic representations. Lecture Notes in Artificial Intelligence, 1952:399-408, 2000. Springer-Verlag.
4. H. M. Gomes, R. B. Fisher, and J. Hallam. A retina-like image representation of primal sketch features extracted using a neural network approach. In Proc. of Noblesse Workshop on Non-Linear Model Based Image Analysis, pages 251-256, Glasgow, July 1998. Springer-Verlag.
5. T. D. Grove and R. B. Fisher. Attention in iconic object matching. In Proc. of British Machine Vision Conf., volume 1, pages 293-302, Edinburgh, 1996.
6. J. E. Jackson. A User's Guide to Principal Components. John Wiley & Sons, 1991.
7. I. T. Jolliffe. Principal Component Analysis. Springer-Verlag, 1986.
8. F. Jurie. A new log-polar mapping for space variant imaging: application to face detection and tracking. Pattern Recognition, 32:865-875, 1999.
9. F. L. Lim, G. A. W. West, and S. Venkatesh. Use of log polar space for foveation and feature recognition. IEE Proc. Vision, Image and Signal Proc, 144(6):323-331, Dec. 1997.
10. D. Marr. Vision. W. H. Freeman and Co., 1982.
11. D. T. Pham and E. Bayro-Corrochano. Neural networks for low-level image processing. In Proc. of the IEE Int. Conf. on Artificial Neural Networks, pages 809-812, 1992.
12. G. Sandini and M. Tristarelli. Vision and space-variant sensing. In H. Wechsler, editor, Neural Networks for Perception, chapter 11.11, pages 398-425. Academic Press, 1992.
13. E. L. Schwartz. Spatial mapping in primate sensory projection: analytic structure and relevance to perception. Biological Cybernetics, 25:181-194, 1977.
14. S. W. Wilson. On the retino-cortical mapping. Int. J. Man-Machine Studies, 18:361-389, 1983.
15. A. L. Yarbus. Eye Movements and Vision. Plenum, 1967.