Simultaneous shape and camera-projector parameter estimation for 3D endoscopic system using CNN-based grid-oneshot scan

Healthcare Technology Letters(2019)

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摘要
For effective in situ endoscopic diagnosis and treatment, measurement of polyp sizes is important. For this purpose, 3D endoscopic systems have been researched. Among such systems, an active stereo technique, which projects a special pattern wherein each feature is coded, is a promising approach because of simplicity and high precision. However, previous works of this approach have problems. First...
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关键词
image matching,medical image processing,cameras,endoscopes,computer vision,feature extraction,stereo image processing,neural nets,image reconstruction,learning (artificial intelligence)
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