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用于多光谱光场成像的异构相机阵列

Heterogeneous camera array for multispectral light field imaging.

作者信息

Zhao Yang, Yue Tao, Chen Linsen, Wang Hongyuan, Ma Zhan, Brady David J, Cao Xun

出版信息

Opt Express. 2017 Jun 26;25(13):14008-14022. doi: 10.1364/OE.25.014008.

Abstract

Multispectral light field acquisition is challenging due to the increased dimensionality of the problem. In this paper, inspired by anaglyph theory (i.e. the ability of human eyes to synthesize colored stereo perception from color-complementary (such as red and cyan) views), we propose to capture the multispectral light field using multiple cameras with different wide band filters. A convolutional neural network is used to extract the joint information of different spectral channels and to pair the cross-channel images. In our experiment, results on both synthetic data and real data captured by our prototype system validate the effectiveness and accuracy of proposed method.

摘要

由于问题的维度增加,多光谱光场采集具有挑战性。在本文中,受互补色立体视觉理论(即人眼能够从颜色互补(如红色和青色)视图合成彩色立体感知的能力)的启发,我们建议使用配备不同宽带滤光片的多个相机来捕获多光谱光场。使用卷积神经网络提取不同光谱通道的联合信息并对跨通道图像进行配对。在我们的实验中,由我们的原型系统捕获的合成数据和真实数据的结果都验证了所提方法的有效性和准确性。

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