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Regularized super resolution methods for light field images

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

As the LR images from the plenoptic camera is greatly constrained by the number of micro-lenses, we can apply the multi-frame super resolution methods to enhance the spatial resolution. Multi-frame super resolution reconstruction is a technology which obtains a high resolution image from several low resolution images of the same scene. Among various super resolution methods, the regularized methods are widely used since they have advantages for solving the ill posed problems. In this paper, some regularized super resolution methods are applied to enhance the spatial resolution of the light field image. The reconstruction results of synthetic low resolution images confirm that all the regularized super resolution algorithm can suppress the Gaussian noise and preserve the edge information. The real data experiment results also confirm the effectiveness of the applied algorithms.

源语言英语
主期刊名2013 International Conference on Optical Instruments and Technology
主期刊副标题Optoelectronic Imaging and Processing Technology
DOI
出版状态已出版 - 2013
活动2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology, OIT 2013 - Beijing, 中国
期限: 17 11月 201319 11月 2013

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
9045
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology, OIT 2013
国家/地区中国
Beijing
时期17/11/1319/11/13

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