CODED ILLUMINATION AND MULTIPLEXING FOR LENSLESS IMAGING

被引:0
|
作者
Zheng, Yucheng [1 ]
Zhang, Rongjia [1 ]
Asif, M. Salman [1 ]
机构
[1] Univ Calif Riverside, Dept Elect & Comp Engn, Riverside, CA 92521 USA
关键词
lensless imaging; FlatCam; structured illumination; compressive sensing; recursive least squares; RESOLUTION; MICROSCOPY;
D O I
10.1109/icassp40776.2020.9052955
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Mask-based lensless cameras offer an alternative option to conventional cameras. Compared to conventional cameras, lensless cameras can be extremely thin, flexible, and lightweight. Despite these advantages, the quality of images recovered from the lensless cameras is often poor because of the ill-conditioning of the underlying linear system. In this paper, we propose a new method to address the problem of ill-conditioning by combining coded illumination patterns with the mask-based lensless imaging. We assume that the object is illuminated with multiple binary patterns and the camera acquires a sequence of images for different illumination patterns. We propose a low-complexity, recursive algorithm that avoids storing all the images or creating a large system matrix. We present simulation results on standard test images under various extreme conditions and demonstrate that the quality of the image improves significantly with a small number of illumination patterns.
引用
收藏
页码:9249 / 9253
页数:5
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