Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes

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	Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes
	Shen, Shuhan
刊名	IEEE TRANSACTIONS ON IMAGE PROCESSING
	2013-05-01
卷号	22 期号:5 页码:1901-1914
关键词	3D reconstruction depth-map multiple view stereo (MVS)
英文摘要	In this paper, we propose a depth-map merging based multiple view stereo method for large-scale scenes which takes both accuracy and efficiency into account. In the proposed method, an efficient patch-based stereo matching process is used to generate depth-map at each image with acceptable errors, followed by a depth-map refinement process to enforce consistency over neighboring views. Compared to state-of-the-art methods, the proposed method can reconstruct quite accurate and dense point clouds with high computational efficiency. Besides, the proposed method could be easily parallelized at image level, i.e., each depth-map is computed individually, which makes it suitable for large-scale scene reconstruction with high resolution images. The accuracy and efficiency of the proposed method are evaluated quantitatively on benchmark data and qualitatively on large data sets.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
研究领域[WOS]	Computer Science ; Engineering
关键词[WOS]	MULTIVIEW STEREO ; DEPTH-MAPS ; VIDEO ; CONSISTENCY
收录类别	SCI
语种	英语
WOS记录号	WOS:000318476800017
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/2978]
专题	自动化研究所_模式识别国家重点实验室_机器人视觉团队
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Shen, Shuhan. Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING,2013,22(5):1901-1914.
APA	Shen, Shuhan.(2013).Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes.IEEE TRANSACTIONS ON IMAGE PROCESSING,22(5),1901-1914.
MLA	Shen, Shuhan."Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes".IEEE TRANSACTIONS ON IMAGE PROCESSING 22.5(2013):1901-1914.