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Proceedings Paper

High-resolution and real-time spectral-depth imaging with a compact system
Author(s): Mingde Yao; Zhiwei Xiong
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Paper Abstract

We develop a compact imaging system to enable simultaneous acquisition of the spectral and depth information in real time. Our system consists of a spectral camera with low spatial resolution and an RGB camera with high spatial resolution, which captures two measurements from two different views of the same scene at the same time. Relying on an elaborate computational reconstruction algorithm with deep learning, our system can eventually obtain a spectral cube with a spatial resolution of 1920×1080 and a total of 16 spectral bands in the visible light section, as well as the corresponding depth map with the same spatial resolution. Evaluations on both benchmark datasets and real-world scenes show that our reconstruction results are accurate and reliable. To the best of our knowledge, this is the first attempt to capture 5D information (3D space + 1D spectrum + 1D time) with a miniaturized apparatus and without active illumination.

Paper Details

Date Published: 18 November 2019
PDF: 7 pages
Proc. SPIE 11187, Optoelectronic Imaging and Multimedia Technology VI, 1118702 (18 November 2019); doi: 10.1117/12.2538752
Show Author Affiliations
Mingde Yao, Univ. of Science and Technology of China (China)
Zhiwei Xiong, Univ. of Science and Technology of China (China)


Published in SPIE Proceedings Vol. 11187:
Optoelectronic Imaging and Multimedia Technology VI
Qionghai Dai; Tsutomu Shimura; Zhenrong Zheng, Editor(s)

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