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Classification of Gastroenterology images using Gabor filters

Riaz, F. ; Coimbra, M. ; Ribeiro, M. Dinis-Ribeiro ; Silva, F. Baldaque Silva

Classification of Gastroenterology images using Gabor filters, Proc Portuguese Conf. on Pattern Recognition - RecPad, Porto, Portugal, Vol. 1, pp. - - -, October, 2011.

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In this paper, we explore the prospects of using Gabor filters in a texton framework for the classification of images from two distinct gastroenterology imaging modalities (chromoendoscopy and narrow-band imaging) into three different groups: normal, precancerous and cancerous. Results show that they produce consistent results for both imaging modalities, hinting at their possible use for the classification of in-body images.