Impact of duodenal image capturing techniques and duodenal regions on the performance of automated diagnosis of celiac disease

ISPA 2009 - Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis

Volumn , Issue , 2009, Pages 718-723

  Hegenbart, S ^a   Kwitt, R ^a   Liedlgruber, M ^a   Uhl, A ^a   Vecsei A ^b  

^a UNIVERSITY OF SALZBURG   (Austria)

^b ST ANNA CHILDREN S HOSPITAL   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DIAGNOSIS; ENDOSCOPY; EXTRACTION; FEATURE EXTRACTION; IMAGE ANALYSIS;

AUTOMATED CLASSIFICATION; AUTOMATED DIAGNOSIS; CLASSICAL METHODS; CLASSIFICATION RATES; FEATURE EXTRACTION AND CLASSIFICATION; FEATURE EXTRACTION METHODS; IMMERSION TECHNIQUE; OPTIMAL COMBINATION;

IMAGE CLASSIFICATION;

EID: 70450284476     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ispa.2009.5297637     Document Type: Conference Paper

References (10)

1. S. Belongie, C. Carson, H. Greenspan, and J. Malik, "Region-based image querying", Technical Report UCB/CSD-97-941, EECS Department, University of California, Berkeley, Apr 1997.
2. W. Dickey and D. Hughes, "Prevalence of celiac disease and its endoscopic markers among patients having routine upper gastrointestinal endoscopy", American Journal of Gastroenterology, 94, Aug. 1999, pp. 2182-2186.
3. A. Gasbarrini, V. Ojetti, L. Cuoco, G. Cammarota, A. Migneco, A. Armuzzi, P. Pola, and G. Gasbarrini, "Lack of endoscopic visualization of intestinal villi with the immersion technique in overt atrophic celiac disease", Gastrointestinal endoscopy, 57, Mar. 2003, pp. 348-351.
4. M. Haefner, A. Gangl, M. Liedlgruber, A. Uhl, A. Vécsei, and F. Wrba, "Combining gaussian markov random fields with the discrete wavelet transform for endoscopic image classification", In Proceedings of the 17th International Conference on Digital Signal Processing (DSP'09), Santorini, Greece, 2009. to appear.
5. R. Kwitt and A. Uhl, "Modeling the Marginal Distributions of Complex Wavelet Coefficient Magnitudes for the Classification of Zoom-Endoscopy Images", In Proceedings of the IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'07), Rio de Janeiro, Brasil, 2007.
6. R. Kwitt and A. Uhl, "Color Eigen-Subband Features for Endoscopy Image Classification.", In Proceedings of the 33rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), pp. 589-592, Las Vegas, Nevada, USA, 2008.
7. M. Liedlgruber and A. Uhl, "Statistical and structural wavelet packet features for pit pattern classification in zoomendoscopic colon images", In P. Dondon, V. Mladenov, S. Impedovo, and S. Cepisca, editors, Proceedings of the 7th WSEAS International Conference on Wavelet Analysis & Multirate Systems (WAMUS'07), pp. 147-152, Arcachon, France, Oct. 2007.
8. B. S. Manjunath andW. Y. Ma, "Texture features for browsing and retrieval of image data", IEEE Trans. Pattern Anal. Mach. Intell., 18(8), 1996, pp. 837-842.
9. P. Marziliano, F. Dufaux, S.Winkler, T. Ebrahimi, and G. Sa, "A no-reference perceptual blur metric", In IEEE 2002 International Conference on Image Processing, pp. 57-60, Rochester, New York, 2002.
10. A. Vécsei, T. Fuhrmann, M. Liedlgruber, L. Brunauer, H. Payer, and A. Uhl, "Automated classification of duodenal imagery in celiac disease using evolved fourier feature vectors.", Comput Methods Programs Biomed, Apr 2009.