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A Novel Self-Supervised Learning Network for Binocular Disparity Estimation

Jiawei Tian Yu Zhou Xiaobing Chen Salman A.AlQahtani Hongrong Chen Bo Yang Siyu Lu Wenfeng Zheng

Computer Modeling in Engineering & Sciences2025，Vol.142Issue(1)：P.209-229,21.

Computer Modeling in Engineering & Sciences2025，Vol.142Issue(1)：P.209-229,21.DOI:10.32604/cmes.2024.057032

A Novel Self-Supervised Learning Network for Binocular Disparity Estimation

Jiawei Tian ¹Yu Zhou ¹Xiaobing Chen ²Salman A.AlQahtani ³Hongrong Chen ⁴Bo Yang ⁴Siyu Lu ⁴Wenfeng Zheng⁵

作者信息

1. Department of Computer Science and Engineering,Major in Bio Artificial Intelligence,Hanyang University,Ansan-si,15577,Republic of Korea
2. School of Electrical and Computer Engineering,Louisiana State University,Baton Rouge,LA 70803,USA
3. Department of Computer Engineering,College of Computer and Information Sciences,King Saud University,Riyadh,11574,Saudi Arabia
4. School of Automation,University of Electronic Science and Technology of China,Chengdu,610054,China
5. Department of Computer Engineering,College of Computer and Information Sciences,King Saud University,Riyadh,11574,Saudi Arabia School of Automation,University of Electronic Science and Technology of China,Chengdu,610054,China
折叠

摘要

关键词

Parallax estimation/parallax regression model/self-supervised learning/Pseudo-Siamese neural network/pyramid dilated convolution/binocular disparity estimation

分类

信息技术与安全科学

引用本文复制引用

Jiawei Tian,Yu Zhou,Xiaobing Chen,Salman A.AlQahtani,Hongrong Chen,Bo Yang,Siyu Lu,Wenfeng Zheng..A Novel Self-Supervised Learning Network for Binocular Disparity Estimation[J].Computer Modeling in Engineering & Sciences,2025,142(1):P.209-229,21.

基金项目

Supported by Sichuan Science and Technology Program(2023YFSY0026,2023YFH0004) （2023YFSY0026,2023YFH0004）

Supported by the Institute of Information&Communications Technology Planning&Evaluation(IITP)grant funded by the Korean government(MSIT)(No.RS-2022-00155885,Artificial Intelligence Convergence Innovation Human Resources Development(Hanyang University ERICA)). （IITP）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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