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ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for Colonoscopy

Jiang, Zhiyi et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionimage-and-video-processing
Estimating 3D geometry from monocular colonoscopy images is challenging due to non-Lambertian surfaces, moving light sources, and large textureless regions. While recent 3D geometric foundation models eliminate the need for multi-stage pipelines, their performance deteriorates in clinical scenes. Th
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