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A Multi-View Stereo Algorithm Based on Homogeneous Direct Spatial Expansion with Improved Reconstruction Accuracy and Completeness

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成果类型:
期刊论文
作者:
Li, Yalan;Li, Zhiyang*
通讯作者:
Li, Zhiyang
作者机构:
[Li, Yalan; Li, Zhiyang] Cent China Normal Univ, Coll Phys Sci & Technol, Wuhan 430079, Peoples R China.
[Li, Yalan] Xiangnan Univ, Sch Elect Informat & Elect Engn, Chenzhou 423000, Peoples R China.
通讯机构:
[Li, Zhiyang] C
Cent China Normal Univ, Coll Phys Sci & Technol, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
DAISY descriptor;Double quadratic surface fitting;Feature expansion;Multi-view stereo reconstruction
期刊:
Applied Sciences-Basel
ISSN:
2076-3417
年:
2017
卷:
7
期:
5
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11605071]; Aid program for Science and Technology Innovative Research Team in Higher Educational Institutions of Hunan Province, China
机构署名:
本校为第一且通讯机构
院系归属:
物理科学与技术学院
摘要:
Reconstruction of 3D structures from multiple 2D images has wide applications in such fields as computer vision, cultural heritage preservation, etc. This paper presents a novel multi-view stereo algorithm based on homogeneous direct spatial expansion (MVS-HDSE) with high reconstruction accuracy and completeness. It adopts many unique measures in each step of reconstruction, including initial seed point extraction using the DAISY descriptor to increase the number of initial sparse seed points, homogeneous direct spatial expansion to enhance eff...

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