Zhengfa Liang

National University of Defense Technology — China

Computer Science · Physical Sciences

13h-index1.3kcitations40works0.72yr avg
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Research Topics

Advanced Vision and Imaging(21), Advanced Image and Video Retrieval Techniques(14), Advanced Image Processing Techniques(14), Image Processing Techniques and Applications(10), Image Enhancement Techniques(8)

Publications40 total

Hierarchical Neural Architecture Search for Fast and Accurate Depth Completion
2025
Gated Cross-Attention Network for Depth Completion
2025· 1 cited
Don’t Turn a Blind Eye to Localization Noise: Localization Pseudo-label Correction and Learning for Semi-Supervised Object Detection
2024· 1 cited
Crots: Cross-Domain Teacher–Student Learning for Source-Free Domain Adaptive Semantic Segmentation
International Journal of Computer Vision·2023· 15 cited
Adaptive Scale and Spatial Aggregation for Real-Time Object Detection
2023· 2 cited
Pseudo-label Correction and Learning For Semi-Supervised Object Detection
arXiv (Cornell University)·2023· 2 citedOpen Access
Adversarial style discrepancy minimization for unsupervised domain adaptation
Neural Networks·2022· 26 citedOpen Access
Multi-Dimensional Cooperative Network for Stereo Matching
IEEE Robotics and Automation Letters·2021· 27 cited
Fast and Accurate Lane Detection via Frequency Domain Learning
2021· 7 cited
Multi-Scale Cost Volumes Cascade Network for Stereo Matching
2021· 9 cited
Multi-Scale Cascade Disparity Refinement Stereo Network
2021
A Joint 2D-3D Complementary Network for Stereo Matching
Sensors·2021· 7 citedOpen Access
Multi-Scale Cost Volumes Cascade Network for Stereo Matching
arXiv (Cornell University)·2021Open Access
Bidirectional Stereo Matching Network With Double Cost Volumes
IEEE Access·2021· 7 citedOpen Access
Parallax Attention for Unsupervised Stereo Correspondence Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2020· 146 cited
Parallax Attention for Unsupervised Stereo Correspondence Learning
arXiv (Cornell University)·2020· 7 citedOpen Access
A Unified Framework for Depth Prediction from a Single Image and Binocular Stereo Matching
Remote Sensing·2020· 6 citedOpen Access
Stereo Matching Using Multi-Level Cost Volume and Multi-Scale Feature Constancy
IEEE Transactions on Pattern Analysis and Machine Intelligence·2019· 125 cited
Multi-Level Context Ultra-Aggregation for Stereo Matching
2019· 126 cited
Learning Parallax Attention for Stereo Image Super-Resolution
2019· 318 cited
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Frequent Co-authors

Hengzhu Liu(14), Yulan Guo(11), Yusong Tan(10), Yiliu Feng(9), Xiaogang Jia(9), Wei Chen(8), Mingfei Wu(6), Xin Luo(6), Chen Li(6), Yulin He(6), Linbo Qiao(5), Jianfeng Zhang(5), Longguang Wang(4), Yingqian Wang(4), Zaiping Lin(4), Jungang Yang(4), Wei An(4), Libo Huang(4), Wei Chen(3), Li Zhou(3)