中国测绘科学研究院摄影测量与遥感研究所,北京 100036
[ "刘玉轩 男,1990年生于河南省南阳市.现为中国测绘科学研究院摄影测量与遥感研究所助理研究员.主要研究方向为摄影测量与计算机视觉、光场相机三维重建等.E-mail: yxliu@casm.ac.cn" ]
[ "张 力 男,1970年生于山东省潍坊市.现为中国测绘科学研究院摄影测量与遥感研究所研究员.主要研究方向为数字摄影测量、卫星数据处理、点云语义化建模等.E-mail: zhangl@casm.ac.cn" ]
[ "艾海滨 男,1976年生于江西省九江市.现为中国测绘科学研究院摄影测量与遥感研究所研究员.主要研究方向为数字摄影测量、航空影像三维建模等.E-mail: Aihb@casm.ac.cn" ]
[ "孙钰珊 女,1982年生于黑龙江省哈尔滨市.现为中国测绘科学研究院摄影测量与遥感研究所助理研究员.主要研究方向为卫星影像处理、无人机影像三维重建等.E-mail: sunys@casm.ac.cn" ]
[ "樊仲藜 男,1997年生于山东省菏泽市.现为中国测绘科学研究院摄影测量与遥感研究所硕士研究生.主要研究方向为星载多源数据联合处理.E-mail: fzl110466@163.com" ]
收稿:2021-12-03,
修回:2022-02-28,
纸质出版:2022-07-25
移动端阅览
刘玉轩,张力,艾海滨等.光场相机三维重建研究进展与展望[J].电子学报,2022,50(07):1774-1792.
LIU Yu-xuan,ZHANG Li,AI Hai-bin,et al.Progress and Prospect of 3D Reconstruction Based on Light Field Cameras[J].ACTA ELECTRONICA SINICA,2022,50(07):1774-1792.
刘玉轩,张力,艾海滨等.光场相机三维重建研究进展与展望[J].电子学报,2022,50(07):1774-1792. DOI: 10.12263/DZXB.20211615.
LIU Yu-xuan,ZHANG Li,AI Hai-bin,et al.Progress and Prospect of 3D Reconstruction Based on Light Field Cameras[J].ACTA ELECTRONICA SINICA,2022,50(07):1774-1792. DOI: 10.12263/DZXB.20211615.
光场相机利用二维影像同时记录空间中光线的位置和方向信息,能够恢复相机内部的光场,为三维重建提供了新的解决思路.围绕光场相机的三维重建问题,本文综述了光场数据获取手段,梳理和讨论了针对光场相机的标定算法,总结和分析了基于光场影像的三维深度信息恢复方法.在此基础上,介绍了当前主要的公开光场数据和算法.最后,展望了未来的研究方向,以期为后续研究者提供参考.
Light field cameras use two-dimensional images to simultaneously record the position and direction information of light in space
which can restore the light field inside the camera and provide a new solution for three-dimensional reconstruction. Focusing on the 3D reconstruction of light field cameras
this paper summarizes the light field acquisition methods
sorts out and discusses the calibration algorithms for light field cameras; then summarizes and analyzes the 3D depth information recovery methods based on light field images. In addition
the primary open-source datasets and algorithms related to light fields are introduced. Finally
the future research directions are elaborated to provide references for subsequent researchers.
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