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Registration and occlusion handling based on the FAST ICP-ORB method for augmented reality systems

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成果类型:
期刊论文
作者:
Tian, Yuan*;Zhou, Xiaolei;Wang, Xuefan;Wang, Zhifeng;Yao, Huang
通讯作者:
Tian, Yuan
作者机构:
[Wang, Xuefan; Yao, Huang; Tian, Yuan; Zhou, Xiaolei; Wang, Zhifeng] Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430079, Peoples R China.
通讯机构:
[Tian, Yuan] C
Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Augmented reality;3D registration;Occlusion handling
期刊:
Multimedia Tools and Applications
ISSN:
1380-7501
年:
2021
卷:
80
期:
14
页码:
21041-21058
基金类别:
This work is financially supported by the Humanities and Social Sciences Foundation of the Ministry of Education (No: 19YJC880079) and self-determined research funds of CCNU from the colleges’ basic research and operation of MOE (No. CCNU20ZN002).
机构署名:
本校为第一且通讯机构
院系归属:
教育信息技术学院
摘要:
Spatial position consistency and occlusion consistency are two important problems in augmented reality systems. In this paper, we proposed a novel method that can address the registration problem and occlusion problem simultaneously by using an RGB-D camera. First, to solve the image alignment errors caused by the imaging mode of the RGB-D camera, we developed a depth map inpainting method that combines the FMM and RGB-D information. Second, we established an automatic method to judge the close-range mode based on the depth histogram to solve the registration failure problem caused by hardware...

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