Accurate Multiple View 3D Reconstruction Using Patch-Based Stereo for Large-Scale Scenes
文献类型：期刊论文
| 作者 | Shen, Shuhan
|
| 刊名 | IEEE TRANSACTIONS ON IMAGE PROCESSING
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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