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Self-ensembling depth completion via density-aware consistency Journal article
Zhang, Xuanmeng, Zheng, Zhedong, Jiang, Minyue, Ye, Xiaoqing. Self-ensembling depth completion via density-aware consistency[J]. Pattern Recognition, 2024, 154, 110618.
Authors:  Zhang, Xuanmeng;  Zheng, Zhedong;  Jiang, Minyue;  Ye, Xiaoqing
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/07/04
Density-aware Consistency  Depth Completion  Semi-supervised Learning  Uncertainty Estimation  
Real-time accident anticipation for autonomous driving through monocular depth-enhanced 3D modeling Journal article
Haicherng Liao, Yongkang Li, Zhenning Li, Zilin Bian, Jaeyoung Lee, Zhiyong Cui, Guohui Zhang, Chengzhong Xu. Real-time accident anticipation for autonomous driving through monocular depth-enhanced 3D modeling[J]. Accident Analysis and Prevention, 2024, 207, 107760.
Authors:  Haicherng Liao;  Yongkang Li;  Zhenning Li;  Zilin Bian;  Jaeyoung Lee; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.7/5.9 | Submit date：2024/09/16
Accident Anticipation  Autonomous Driving  Dashcam Videos  Data Imbalance  Monocular Depth Estimation  
Normal Assisted Pixel-Visibility Learning with Cost Aggregation for Multiview Stereo Journal article
Tong, Wei, Guan, Xiaorong, Kang, Jian, Sun, Poly Z.H., Law, Rob, Ghamisi, Pedram, Wu, Edmond Q.. Normal Assisted Pixel-Visibility Learning with Cost Aggregation for Multiview Stereo[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(12), 24686-24697.
Authors:  Tong, Wei;  Guan, Xiaorong;  Kang, Jian;  Sun, Poly Z.H.;  Law, Rob; et al.
Favorite | TC[WOS]:10 TC[Scopus]:8  IF:7.9/8.3 | Submit date：2023/01/30
Cost Aggregation  Depth Estimation  Multi-view Stereo  Pixel Visibility  Surface Normal  
RADepthNet: Reflectance-Aware Monocular Depth Estimation Journal article
Li, Chuxuan, Yi, Ran, Ali, Saba Ghazanfar, Ma, Lizhuang, Wu, Enhua, Wang, Jihong, Mao, Lijuan, Sheng, Bin. RADepthNet: Reflectance-Aware Monocular Depth Estimation[J]. Virtual Reality and Intelligent Hardware, 2022, 4(5), 418-431.
Authors:  Li, Chuxuan;  Yi, Ran;  Ali, Saba Ghazanfar;  Ma, Lizhuang;  Wu, Enhua; et al.
Favorite | TC[Scopus]:3
Monocular Robust 3D Human Localization by Global and Body-parts Depth Awareness Journal article
Haolun Li, Chi-Man Pun. Monocular Robust 3D Human Localization by Global and Body-parts Depth Awareness[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32(11), 7692-7705.
Authors:  Haolun Li;  Chi-Man Pun
Favorite | TC[WOS]:4 TC[Scopus]:10  IF:8.3/7.1 | Submit date：2022/08/05
3d Human Localization  Human Depth Estimation  Adaptive Body-parts Attention  
Light-weight network for real-time adaptive stereo depth estimation Journal article
Gan, Wanshui, Wong, Pak Kin, Yu, Guokuan, Zhao, Rongchen, Vong, Chi Man. Light-weight network for real-time adaptive stereo depth estimation[J]. Neurocomputing, 2021, 441, 118-127.
Authors:  Gan, Wanshui;  Wong, Pak Kin;  Yu, Guokuan;  Zhao, Rongchen;  Vong, Chi Man
Favorite | TC[WOS]:16 TC[Scopus]:16  IF:5.5/5.5 | Submit date：2021/12/08
Depth Estimation  Domain Adaptation  Neural Network  Stereo Matching  Self-supervised Learning  
Multi-stage Feature Pyramid Stereo Network based Disparity Estimation Approach for Two to Three-dimensional Video Conversion Journal article
Pan, B., Zhang, L., Wang, H.. Multi-stage Feature Pyramid Stereo Network based Disparity Estimation Approach for Two to Three-dimensional Video Conversion[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 1-14.
Authors:  Pan, B.;  Zhang, L.;  Wang, H.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:8.3/7.1 | Submit date：2022/07/27
2d To 3d Video Conversion  Neural Network  Deep Learning  Disparity Estimation  Feature Pyramid  Depth Image Based Rendering (Dibr)  
Multi-Stage Feature Pyramid Stereo Network-Based Disparity Estimation Approach for Two to Three-Dimensional Video Conversion Journal article
Pan B., Zhang L., Wang H.. Multi-Stage Feature Pyramid Stereo Network-Based Disparity Estimation Approach for Two to Three-Dimensional Video Conversion[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 31(5), 1862-1875.
Authors:  Pan B.;  Zhang L.;  Wang H.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:8.3/7.1 | Submit date：2021/12/08
2d To 3d Video Conversion  Deep Learning  Depth Image Based Rendering (Dibr)  Disparity Estimation  Feature Pyramid  Neural Network  
An improved depth map estimation method based on motion detection Conference paper
Pan B., Zhang L., Zhu Y., Luo G.. An improved depth map estimation method based on motion detection[C], 2016.
Authors:  Pan B.;  Zhang L.;  Zhu Y.;  Luo G.
Favorite | TC[WOS]:1 TC[Scopus]:0 | Submit date：2019/04/04
3d Video  Color Segmentation  Depth Map  Motion Estimation  Scale-invariant Feature Transform