An autoassociator for automatic texture feature extraction

Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001

Volumn , Issue , 2001, Pages 328-332

  Kulkarni, S ^a   Verma, B ^a  

^a GRIFFITH UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; EXTRACTION; FEATURE EXTRACTION;

BENCHMARK DATABASE; FEATURE EXTRACTOR; HIDDEN LAYERS; INPUT AND OUTPUTS; RESILIENT PROPAGATION; TEXTURE FEATURE EXTRACTION; TEXTURE FEATURES; TRADITIONAL TECHNIQUES;

BENCHMARKING;

EID: 0141688590     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIMA.2001.970488     Document Type: Conference Paper

References (14)

1. Randen, T, and Husoy, J. "Filtering for Texture Classification: A Comparative Study", IEEE Transaction on Pattern Recognition and Machine Intelligence, 21 (4): 291-310, 1999.
2. Puig, D, and Garcia, M. "Determining Optimal Window Size for Texture Feature Extraction Methods", IX Spanish Symposium on Pattern Recognition and Image Analysis, Spain, (2), 237-242, 2001.
3. Haralick, R. "Statistical and Structural Approach to Texture", Proceedings of IEEE, (67): 786-804, 1980.
4. Manjunath, B. and Ma, W. "Texture Features for Browsing and Retrieval of Image Data", IEEE Transaction on Pattern Analysis and Machine Intelligence. (8), 837-842, 1996.
5. Mao, J. and Jain, A. "Texture Classification and Segmentation using Multiresolution Simultaneous Autoregressive Models", Pattern Recognition, (25), 173-188, 1992.
6. Tamura, H., Mori, S. and Yamawaki, T. "Texture Features Corresponding to Visual Perception", IEEE Transaction on Systems, Man and Cybernetics, (8), 460-473, 1978.
7. Lui, F. and Picard, R. "Periodicity, Directionality and Randomness: Wold Features for Image Modelling and Retrieval", IEEE Transaction on Pattern Analysis and Machine Intelligence, (18), 722-733, 1996.
8. Ma, W. and Manjunath, B. "Texture Features and Learning Similarity", Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, 1996.
9. Smith, J. "Integrated Spatial and Feature Image Systems: Retrieval, Analysis and Compression", PhD Dissertation, Columbia University, 1997.
10. Belongie, H. and Chad, C. "Region based Image Querying", Technical Report 97, Computer Science Divison, University of California, 1997.
11. Lerner, B., Guterman, H., Aladjem, M. and Dinstein, H. "A Comparative Study of Neural Network based Feature Extraction Paradigms", Journal of Pattern Recognition Letters, (20), 7-14, 1999.
12. Brodatz, P. "Textures: A Photographic Album for Artists and Designers", Dover Publications, New York, 1996.
13. Jones, D. and Jackway, P. "Using Granold for Texture Classification", Fifth International Conference on Digital Image Computing, Techniques and Applications, 270-274, 1999.
14. Wang, L. and Lui, J. "Texture Classification using Multiresolution Markov Random Field Models", Journal of Pattern Recognition Letters, 20, 171-182, 1999.