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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Abstract
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.
