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ACCURATE AND EFFICIENT POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES
ACCURATE AND EFFICIENT POLYP DETECTION IN WIRELESS CAPSULE ENDOSCOPY IMAGES
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机译:无线胶囊内窥镜图像中的精确,有效的息肉检测
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摘要
A method for detecting polyps in endoscopy images includes pruning a plurality of two dimensional digitized images received from an endoscopy apparatus to remove images that are unlikely to depict a polyp, where a plurality of candidate images remains that are likely to depict a polyp, pruning non-polyp pixels that are unlikely to be part of a polyp depiction from the candidate images, detecting polyp candidates in the pruned candidate images, extracting features from the polyp candidates, and performing a regression on the extracted features to determine whether the polyp candidate is likely to be an actual polyp.
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