Colonoscopic Polyp Classification Using Local Shape and Texture Features

In this paper, a method is proposed for colonic polyp classification which can perform a virtual biopsy for assessing the stage of malignancy in polyps. Geometry, texture, and colour of a polyp give sufficient cue of its nature. The proposed framework characterizes geometry or shape of a polyp by py...

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Bibliographic Details
Main Authors: Pradipta Sasmal, M.K. Bhuyan, Yuji Iwahori, Kunio Kasugai
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
SVM
Online Access:https://ieeexplore.ieee.org/document/9464564/