Rectifying projective distortion in 4D light field

Chunping Zhang, Zhe Ji, Qing Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

5 引用 (Scopus)

摘要

The accuracy of calibration will significantly affect the post processing capability of light field imaging. The geometry of the reconstructed scene is related to the parameters of light field closely, involving the accuracy of decoded rays and ambiguities from ray correspondences. Through exploring the ray correspondence, we derive a transformation matrix to describe the projective distortion on reconstructed scene in 4D light field. Based on our derivation, we simplify the light field camera geometry as a 4-parameter model and calibrate its intrinsic parameters, including a linear initialization and a nonlinear refine process. The proposed light field calibration can simply be implemented with a parallel bi-planar board. Experiments on both simulation and real scene data validate the performance of the calibration.

源语言英语
主期刊名2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings
出版商IEEE Computer Society
1464-1468
页数5
ISBN(电子版)9781467399616
DOI
出版状态已出版 - 3 8月 2016
活动23rd IEEE International Conference on Image Processing, ICIP 2016 - Phoenix, 美国
期限: 25 9月 201628 9月 2016

出版系列

姓名Proceedings - International Conference on Image Processing, ICIP
2016-August
ISSN(印刷版)1522-4880

会议

会议23rd IEEE International Conference on Image Processing, ICIP 2016
国家/地区美国
Phoenix
时期25/09/1628/09/16

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