Share Email Print

Proceedings Paper

A novel approach for image enhancement with binocular cameras
Author(s): Dianle Zhou; Yan Liu; Xiangrong Zeng; Jian Yang
Format Member Price Non-Member Price
PDF $17.00 $21.00

Paper Abstract

Binocular cameras have gained increasing attention because they can capture high-resolution images at a lower cost than monocular cameras. However, many existing binocular camera technologies typically require accurate depth estimation. To address this problem, this paper presents a new image enhancement method based on monochromecolored cameras. Our method replaces depth estimation with dense matching of feature points, thereby effectively reducing the computational complexity. After image matching, matrix completion is used to recover the color information of the monochrome image. Consequently, our method produces a high-quality image under the low-light condition. We built real image database for the experiments, and the results reveal that our method exhibits superior performance over existing methods.

Paper Details

Date Published: 15 March 2019
PDF: 12 pages
Proc. SPIE 11041, Eleventh International Conference on Machine Vision (ICMV 2018), 1104106 (15 March 2019); doi: 10.1117/12.2523253
Show Author Affiliations
Dianle Zhou, National Univ. of Defense Technology (China)
Yan Liu, National Univ. of Defense Technology (China)
Xiangrong Zeng, National Univ. of Defense Technology (China)
Jian Yang, China Research and Development Academy of Machinery Equipment (China)

Published in SPIE Proceedings Vol. 11041:
Eleventh International Conference on Machine Vision (ICMV 2018)
Antanas Verikas; Dmitry P. Nikolaev; Petia Radeva; Jianhong Zhou, Editor(s)

© SPIE. Terms of Use
Back to Top
Sign in to read the full article
Create a free SPIE account to get access to
premium articles and original research
Forgot your username?