An Improved Depth Image Inpainting
學年 102
學期 2
發表日期 2014-07-11
作品名稱 An Improved Depth Image Inpainting
作品名稱（其他語言）
著者 Hsieh, Chieh-Fu; Yih, Chi-Hsiao; Hsieh, Ching-Tang
作品所屬單位 淡江大學電機工程學系
出版者 Taipei：Asia-Pacific Education & Research Association
會議名稱 International Research Conference on Information Technology and Computer Sciences 2014 (IRCITCS 2014)
會議地點 普吉島, 泰國
摘要 In recent years, the price of depth camera became low, so that researchers can use depth camera to do more application. For computer vision, depth images can provide more useful information. However, generally there are some problems in depth image, such as holes, incomplete edge, and temporal random fluctuations. Conventional inpainting approach must rely on color image and it cannot be processed in real time. Therefore, this paper proposes a real time depth image inpainting method. First, we use background subtraction and mask filter to patch up the no-measured pixels, and then using the relationship between successive depth images to remove temporal random fluctuations. Finally, using erosion and dilation smooth the edge. Experimental results outperform than traditional one.
關鍵字 Depth camera;Depth image;Inpainting
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間 20140711~20140713
通訊作者 Chieh-Fu Hsieh
國別 THA
公開徵稿 Y
出版型式 紙本
出處 Proceedings of International Research Conference on Information Technology and Computer Sciences, pp.15-23
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