Pit Pattern Classification of Zoom-Endoscopic Colon Images using Wavelet Texture Features

Wavelet-based techniques for an automated classification of magnifying endoscope images with respect to pit patterns of colon lesions are discussed and compared. Algorithms classically used for wavelet-based classification but developed originally for texture classification applications provide encouraging results but still lack of the accuracy required for sensible clinical usage.