3D reconstruction of the WCE images by affine SIFT method
Refereed conference paper presented and published in conference proceedings

香港中文大學研究人員
替代計量分析
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其它資訊
摘要Wireless capsule endoscopy (WCE) has been gradually applied for examining the gastrointestinal (GI) tract, particular the small intestine. One WCE video comprised over 50,000 images requires more than 1.5 hours in an average for the physician to give a full assessment of the patient's GI tract. However, for the power consumption reason and the miniature-design, the captured images are suffering from the resolution and illumination invariance. Moreover, the motion of the WCE camera is uncontrollable increases the complexity of the WCE images inspiration and the time needed for analyzing the image sequences even for experienced endoscopiest. Due to these limitations, a tool is required to help physicians to make fast and reliable diagnosis. In this paper, we propose a method to reconstruct the three dimension surface of the intestinal wall by the affine scale invariant feature transform (SIFT). This algorithm can help to reconstruct the GI tract's tube-like surface within selected consecutive frames. It estimates the relative movement of the WCE by applying the affine SIFT feature detector and descriptor to a sequence of WCE images. Epipolar geometry is employed to further constrain the matching feature points in order to obtain accurate 3D view. The experiments on real WCE images are presented to show the performance of our proposed method. As a conclusion, our system can provide a more informative and friendly virtualization of the WCE images to reduce the total time spent for abnormalities detections for physicians. © 2011 IEEE.
著者Fan Y., Meng M.Q.-H.
會議名稱2011 World Congress on Intelligent Control and Automation, WCICA 2011
會議開始日21.06.2011
會議完結日25.06.2011
會議地點Taipei
會議國家/地區台灣
詳細描述organized by IEEE,
出版年份2011
月份9
日期9
頁次943 - 947
國際標準書號9781612847009
語言英式英語

上次更新時間 2020-29-11 於 01:16