基于光场数字重聚焦的三维重建方法研究
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(1.郑州大学 物理工程学院,河南 郑州 450000; 2.中国科学院 微电子研究所,北京 100029; 3.北京大学 软件与微电子学院,北京 102600)

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尹晓艮(1993-),男,山西平遥人,博士研究生,微电子学与 固体电子学专业.

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国家自然科学基金(61307019,11404290)、河南省科技厅重点科技攻关(132102210396)、河南省教育厅科学技术重点研究(13B140395,12A140014,14A140005)和郑州大学创新创业(2013xjxm013,4xjxm228,4xjxm206)资助项目 (1.郑州大学 物理工程学院,河南 郑州 450000; 2.中国科学院微电子研究所,北京 100029; 3.北京大学 软件与微电子学院,北京 102600)


Study on 3D reconstruction based on light field digital refocusing
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(1.School of Physics and Engineering,Zhengzhou University,Zhengzhou 450000,China; 2.Institute of Microelectronics,Chinese Academy of Sciences,Beijing 100029,China; 3.School of Software and Microelectronics,PekingUniversity,Beijin g 102600,China)

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    摘要:

    研究了光场数字重聚焦聚焦三维重建新方法,探 讨了光场数字重聚焦参数λ的取值以及拍摄条件对 重建结果的影响。空间中,每一个点和每一个方向的辐射函数总和就是光场,光场数据包含 了空间全部三维信息。借 助计算成像技术,光场数据可以重构出序列数字重聚焦图像,实现空间的三维重建。实验时 ,首先用Lytro光场相 机获取空间数据;然后用LytroDesktop软件进行数字重聚焦处理,重构出序列焦平面图像; 最后用Halcon软件的 聚焦深度(depth-from-focus)函数实现三维重建。实验结果显示,参数λ 表征了重构平面的深度信息,λ的性质显著地影响重 建结果,λ数量多于8、正负λ数目相当时,三维重建结果好。拍摄时,设置的相机参数、 目标的反射及场景背景等 因素都会对重建结果产生影响。适合参数下,本文方法能够正确重构不同深度结构的目标, 重构结果可以任意视角 查看。本文方法利用单视图重构设备,实现多视图三维重建结果,拍摄装置小巧,拍摄过程 快捷,系统稳定性好,降 低了拍摄难度和重建算法的复杂度,拓展了DFF算法的适用深度范围, 适合大景深场景和运动目标的三维重建。

    Abstract:

    A new method for 3D reconstruction based on light field digital refocu sing and depth-from-focus (DFF) is presented. The effects of the value of digital refocusing param eter λ as well as shooting conditions on reconstructi on results are discussed.Light field is the sum of the radiation functions from all points an d directions in the space,which means that the light field data includes all the 3D geometric information.Series of refocu sing images at different focal planes could be acquired by calculating these lig ht field data,which could retaliate 3D reconst ruction via calculation imaging.During the experiment,first,spatial information is obtained by light field camera-Lytr o.Then,a succession of clear images at different focal planes are reconstructed by digital refocusing with Lytro Deskto p software.At last,3D reconstructed images are achieved by depth-from-focus function with Halcon machine vision software. T he parameter λ characterizes the depth information of refocusing plane,which would impact the reconstruct ion greatly.Reconstructed results show that the accuracy of reconstruction would be higher with more quantit ies-at least 8,and higher symmetry in positive and negative values.At the same time,the reconstruction result would also be affected by some other factors, such as the settled camera parameters,reflection and background.When parameter s are in the appropriate range,objects in different depths could be reconstructed correctly and the reconstructed image co uld be observed from any angle.3D reconstruction in multi-view is obtained by the reconstruction equipment in sin gle view,which is portable and small.The photographing process is convenient,and the system is of high stability.It reduc es the difficulty of photographing and the complexity of reconstructive arithmetic.Besides,using this new method,the dept h-from-focus algorithm could be extended to the large-scale scene and moving objects.

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尹晓艮,张晓芳,张伟超,李硕丰,贾纪元,臧华平,田勇志,梁二军,刘晓旻.基于光场数字重聚焦的三维重建方法研究[J].光电子激光,2015,26(5):986~991

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  • 收稿日期:2014-10-22
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  • 在线发布日期: 2015-06-09
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