Joint image denoising and disparity estimation via stereo structure PCA and noise-tolerant cost

• Main Authors: JIAO, Jianbo, YANG, Qingxiong, HE, Shengfeng, GU, Shuhang, ZHANG, Lei, LAU, Rynson W. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Stereo matching; Image denoising; Disparity estimation; Non-local means; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7868
• Institution: Singapore Management University

Stereo cameras are now commonly available on cars and mobile phones. However, the captured images may suffer from low image quality under noisy conditions, producing inaccurate disparity. In this paper, we aim at jointly restoring a clean image pair and estimating the corresponding disparity. To thi...