Automated Real-time Objects Detection in Colonoscopy Videos for Quality Measurements
Description:
The effectiveness of colonoscopy depends on the quality of the inspection of the colon. There was no automated measurement method to evaluate the quality of the inspection. This thesis addresses this issue by investigating an automated post-procedure quality measurement technique and proposing a novel approach automatically deciding a percentage of stool areas in images of digitized colonoscopy video files. It involves the classification of image pixels based on their color features using a new…
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Date:
August 2013
Creator:
Kumara, Muthukudage Jayantha