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Planar motion deblurring from dual images using transparency

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成果类型:
期刊论文、会议论文
作者:
Zhang, Xiaohong*;Zhang, Yun;Qian, Guiping;Zhao, Huihuang
通讯作者:
Zhang, Xiaohong
作者机构:
[Qian, Guiping; Zhang, Xiaohong; Zhang, Yun] Commun Univ Zhejiang, 998 Xueyuan St, Hangzhou, Zhejiang, Peoples R China.
[Zhao, Huihuang] Hengyang Normal Univ, 16 Henghua Rd, Hengyang, Peoples R China.
通讯机构:
[Zhang, Xiaohong] C
Commun Univ Zhejiang, 998 Xueyuan St, Hangzhou, Zhejiang, Peoples R China.
语种:
英文
关键词:
Cost functions;Iterative methods;Motion estimation;Optimization;Robotics;Transparency;Deblurring;Descriptors;Discrete optimization;Foreground extraction;Motion parameters;Planar motion;Rigid objects;Robust cost function;Image enhancement
期刊:
ACM International Conference Proceeding Series
年:
2018
页码:
176-180
会议论文集名称:
RCAE 2018: Proceedings of the 2018 International Conference on Robotics, Control and Automation Engineering
会议主办单位:
[Zhang, Xiaohong;Zhang, Yun;Qian, Guiping] Commun Univ Zhejiang, 998 Xueyuan St, Hangzhou, Zhejiang, Peoples R China.^[Zhao, Huihuang] Hengyang Normal Univ, 16 Henghua Rd, Hengyang, Peoples R China.
出版地:
New York, NY, United States
出版者:
Association for Computing Machinery
ISBN:
9781450361026
基金类别:
We thank all anonymous reviewers for their valuable comments. This work was supported by Zhejiang Provincial Natural Science Foundation of China (No. LY13F020036), National Natural Science Foundation of China (No. 61602402, 61503128), Zhejiang Provincial Basic Public Welfare Research (LGG19F020001), Zhejiang Province science and Technology Plan Project (No. 2016C31085).
机构署名:
本校为其他机构
摘要:
We propose a new motion blur descriptor to model the general planar motion of a rigid object and develop a practical algorithm to deblur planar motion from dual images, while the planar motion may include both rotation and translation. We propose a robust cost function which takes two blurred alpha images as input to iteratively optimize the motion parameters. Then, the binary transparency map can be computed by using discrete optimization, which is used as feedback to refine the motion estimation. Only a few user inputs are used in the foregro...

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