Complex Wavelet Transform variants and Discrete Cosine Transform for scale invariance in magnification-endoscopy image classification

Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB

Volumn , Issue , 2010, Pages

  Häfner, Michael ^a   Uhl, Andreas ^b   Vécsei, Andreas ^c   Wimmer, Georg ^b   Wrba, Friedrich ^d  

^a St Elisabth Hospital   (Austria)

^b UNIVERSITY OF SALZBURG   (Austria)

^c ST ANNA CHILDREN S HOSPITAL   (Austria)

^d MEDICAL UNIVERSITY OF VIENNA   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX WAVELET TRANSFORMS; DUAL-TREE COMPLEX WAVELET TRANSFORM; FEATURE VECTORS; PIT PATTERNS; SCALE INVARIANCE; SCALE INVARIANT; STANDARD DEVIATION; SUB-BANDS; WEIBULL PARAMETERS;

COSINE TRANSFORMS; DISCRETE COSINE TRANSFORMS; ENDOSCOPY; INFORMATION TECHNOLOGY; PARTIAL DISCHARGES;

WAVELET TRANSFORMS;

EID: 79951664618     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITAB.2010.5687703     Document Type: Conference Paper

References (7)

1. E. H. s. Lo, M. R. Pickering, M. R. Frater and J. F. Arnold, Scale and Rotation Invariant Texture Features from the Dual-Tree Complex Wavelet Transform, in Proceedings of the International Conference on Image Processing (ICIP 2004), vol. 1, Singapore, pp. 227-230.
2. R. Manthalkar, P. K. Biswas and B. N. Chatterji, Rotation and scale invariant texture features using discrete wavelet packet transform, Pattern Recognition Letters, 24 (14), 2003, pp. 2455-2462. (Pubitemid 36911089)
3. S. Kudo, S. Hirota, T. Nakajima, S. Hosobe H. Kusaka, T. Kobayashi, M. Himori, and A. YagYuu, Diagnosis of colorectal tumorous lesions by magnifying endoscopy, Gastrointestinal Endoscopy, 44(1), 1996,pp. 8-14. (Pubitemid 26268652)
4. R. Kwitt and A. Uhl, Modelling the marginal Distribution of complex Wavelet coefficient magnitudes for the classification of ZoomEndoscopy images, in Proceedings of the IEEE Computer Society Workshop an Mathematical Methods in Biomedical Image Analysis (MMBIA'07), Rio de Janeiro, Brazil, 2007, pp. 1-8.
5. 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, Bryce Canyon, Utah, USA, 1998, pp. 9-12.
6. E. H. S. Lo, M. R. Pickering, M. R. Frater and J. F. Arnold, Query by Example using Invariant Features from the Double Dyadic DualTree Complex Wavelet Transform, in Proceedings of the Internationall Conference om Image & Video Retrieval, Santorini, Greece, 2009.
7. K. Zuiderveld, Contrast limited adaptive histogram equalization, Graphics Gems IV, Academic Press Professional, Inc., San Diego, CA, 1994, pp. 474-485.