Modeling the marginal distributions of complex wavelet coefficient magnitudes for the classification of zoom-endoscopy images

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2007, Pages

  Kwitt, Roland ^a   Uhl, Andreas ^a  

^a UNIVERSITY OF SALZBURG   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CHLORINE COMPOUNDS; CLASSIFICATION (OF INFORMATION); COMPUTER NETWORKS; COMPUTER VISION; ENDOSCOPY; IMAGE ENHANCEMENT; IMAGE PROCESSING; IMAGE SEGMENTATION; PARTIAL DISCHARGES; WAVELET TRANSFORMS;

INTERNATIONAL CONFERENCES; SUB-BANDS;

FEATURE EXTRACTION;

EID: 50649118603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2007.4409170     Document Type: Conference Paper

References (20)

1. C. Bishop. Neural Networks for Pattern Recognition. Oxford University Press, 1995.
2. R. Duda, P. Hart, andD. Stork. Pattern Classification. Wiley-Interscience, 2 edition, 2001.
3. M. Evans, N. Hastings, and B. Peacock. Statistical Distributions. Wiley Series in Probability and Statistics. Wiley, 3rd edition, 2000.
4. M. Häfner, C. Kendlbacher, W. Mann, W. Taferl, F.Wrba, A. Gangl, A. Vecsei, and A. Uhl. Pit pattern classification of zoom-endoscopic colon images using histogram techniques. In Proceedings of the 7th Nordic Signal Processing Symposium (NORSIG'06), pages 58-61, 2006.
5. M. Häfner, M. Liedlgruber, F. Wrba, A. Gangl, A. Vecsei, and A. Uhl. Pit pattern classification of zoom-endoscopic colon images using wavelet texture features. In 3rd International Conference on Advances in Medical Signal and Image Processing (MEDSIP'06), 2006.
6. S. Hatipoglu, S. Mitra, and N. Kingsbury. Texture classification using dual-tree complex wavelet transform. In Proceedings of the 7th International Conference on Image Processing and Its Applications, pages 344-347, 1999.
7. S. Karkanis and D. Maroulis. Computer-aided tumor detection in endoscopic video using color wavelet features. In IEEE Transactions on Information Technology in Biomedicine, volume 7, pages 141-152, 2003.
8. N. Kingsbury. The dual-tree complex wavelet transform: A new technique for shift-invariance and directional filters. In Proceedings of the 8th IEEE DSP Workshop, pages 9-12, 1998.
9. N. Kingsbury. A dual-tree complex wavelet transform with improved orthogonality and symmetry properties. In Proceedings of the International Conference on Image Processing (ICIP'00), volume 2, pages 375-378, 2000.
10. N. Kingsbury. Complex wavelets for shift-invariant analysis and filtering of signals. Journal of Applied Computational Harmonic Analysis, 10(3):234-253, 2001.
11. K. Krishnamoorthy. Handbook of Statistical Distributions with Applications. Chapman & Hall, 2006.
12. S. Kudo. Colorectal tumorous and pit pattern. Journal of Clinical Pathology, (47):880-885, 1994.
13. S. Kudo, S. Tamura, T. Nakajima, H. Yamano, H. Kusaka, and H. Watanabe. Diagnosis of colorectal tumorous lesions by magnifying endoscopy. Gastrointestinal Endoscopy, 44(1):8-14, 1996.
14. H. Lilliefors. On the kolmogorov-smirnov test for normality with mean and variance unknown. Journal of the American Statistical Association, 62(318):399-402, 1967.
15. D. Maroulis. Cold: A versatile detection system for colorectal lesions in endoscopy video frames. In Computer Methods and Programs in Biomedicine, number 70, pages 151-186, 2003.
16. P. Rivaz and N. Kingsbury. Complex wavelet features for fast texture image retrieval. In Proceedings of the IEEE Conference on Image Processing (ICIP'99), pages 109-113, 1999.
17. J. Romberg, H. Choi, R. Baraniuk, and N. Kingsbury. Multiscale classification using complex wavelets. In International Conference on Image Processing (ICIP'00), 2000.
18. I. Selesnick, R. Baraniuk, and N. Kingsbury. The dual-tree complex wavelet transform. IEEE Signal Processing Magazine, 22(6):123-151, 2005.
19. C. Shaffrey, N. Kingsbury, and I. Jermyn. Unsupervised image segmentation via markov trees and complex wavelets. In Proceedings of the International Conference on Image Processing (ICIP'02), 2002.
20. K. Zuiderveld. Contrast limited adaptive histogram equalization. Graphics GEMS IV, pages 474-484, 2004.