Shape Preserving RGB-D Depth Map Restoration. - Wei Liu 044; Haoyang Xue; Yun Gu; Jie Yang 002; Qiang Wu 001; Zhenhong Jia (ICONIP (3), 2014)

Upsampling the depth map with its own properties. - Wei Liu 044; Penglin Li; Jie Yang 002; Pengfei Shi (ICIP, 2015)

Data Driven Robust Image Guided Depth Map Restoration. - Wei Liu 044; Yun Gu; Chunhua Shen; Xiaogang Chen; Qiang Wu 001; Jie Yang 002 (CoRR, 2015)

Robust High Quality Image Guided Depth Upsampling. - Wei Liu 044; Yijun Li 003; Xiaogang Chen; Jie Yang 002; Qiang Wu 001; Jingyi Yu (CoRR, 2015)

RGB-D depth-map restoration using smooth depth neighborhood supports. - Wei Liu 044; Haoyang Xue; Zhongjie Yu 001; Qiang Wu 001; Jie Yang 002 (J. Electronic Imaging, 2015)

An MRF-Based Depth Upsampling: Upsample the Depth Map With Its Own Property. - Wei Liu 044; Shaoyong Jia; Penglin Li; Xiaogang Chen; Jie Yang 002; Qiang Wu 001 (IEEE Signal Process. Lett., 2015)

Robust weighted least squares for guided depth upsampling. - Wei Liu 044; Xiaogang Chen; Jie Yang 002; Qiang Wu 001 (ICIP, 2016)

Unsupervised Video Hashing by Exploiting Spatio-Temporal Feature. - Chao Ma 005; Yun Gu; Wei Liu 044; Jie Yang 002; Xiangjian He (ICONIP (3), 2016)

Fast robust detection of edges in noisy depth images. - Wei Liu 044; Xiaogang Chen; Qiang Wu 001; Jie Yang 002 (J. Electronic Imaging, 2016)

Semi-Global Weighted Least Squares in Image Filtering. - Wei Liu 044; Xiaogang Chen; Chunhua Shen; Zhi Liu 003; Jie Yang 002 (ICCV, 2017)

Robust Guided Image Filtering. - Wei Liu 044; Xiaogang Chen; Chunhua Shen; Jingyi Yu; Qiang Wu 001; Jie Yang 002 (CoRR, 2017)

Variable Bandwidth Weighting for Texture Copy Artifact Suppression in Guided Depth Upsampling. - Wei Liu 044; Xiaogang Chen; Jie Yang 002; Qiang Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Robust Color Guided Depth Map Restoration. - Wei Liu 044; Xiaogang Chen; Jie Yang 002; Qiang Wu 001 (IEEE Trans. Image Process., 2017)

Salient Object Detection by Lossless Feature Reflection. - Pingping Zhang; Wei Liu 044; Huchuan Lu; Chunhua Shen (IJCAI, 2018)

Edge-Preserving Piecewise Linear Image Smoothing Using Piecewise Constant Filters. - Wei Liu 044; Wei Xu 050; Xiaogang Chen; Xiaolin Huang; Chunhua Shen; Jie Yang 002 (CoRR, 2018)

Multi-modal self-paced learning for image classification. - Wei Xu 050; Wei Liu 044; Xiaolin Huang; Jie Yang 002; Song Qiu (Neurocomputing, 2018)

Multi-task classification with sequential instances and tasks. - Wei Xu 050; Wei Liu 044; Haoyuan Chi; Xiaolin Huang; Jie Yang 002 (Signal Process. Image Commun., 2018)

Improving Video Saliency Detection via Localized Estimation and Spatiotemporal Refinement. - Xiaofei Zhou; Zhi Liu 003; Chen Gong 002; Wei Liu 044 (IEEE Trans. Multim., 2018)

Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion. - Pingping Zhang; Wei Liu 044; Yinjie Lei; Huchuan Lu; Xiaoyun Yang (ICCV, 2019)

A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing. - Wei Liu 044; Pingping Zhang; Xiaolin Huang; Jie Yang 002; Chunhua Shen; Ian D. Reid 001 (CoRR, 2019)

Self-paced learning with privileged information. - Wei Xu 050; Wei Liu 044; Haoyuan Chi; Song Qiu; Yu Jin (Neurocomputing, 2019)

Video co-segmentation based on directed graph. - Yufeng Xie; Zhi Liu 003; Xiaofei Zhou; Wei Liu 044; Xuemei Zou (Multim. Tools Appl., 2019)

Hyperfusion-Net: Hyper-densely reflective feature fusion for salient object detection. - Pingping Zhang; Wei Liu 044; Yinjie Lei; Huchuan Lu (Pattern Recognit., 2019)

Deep gated attention networks for large-scale street-level scene segmentation. - Pingping Zhang; Wei Liu 044; Hongyu Wang 001; Yinjie Lei; Huchuan Lu (Pattern Recognit., 2019)

Salient Object Detection With Lossless Feature Reflection and Weighted Structural Loss. - Pingping Zhang; Wei Liu 044; Huchuan Lu; Chunhua Shen (IEEE Trans. Image Process., 2019)

A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing. - Wei Liu 044; Pingping Zhang; Yinjie Lei; Xiaolin Huang; Jie Yang 002; Ian D. Reid 001 (AAAI, 2020)

Blur kernel estimation of noisy-blurred image via dynamic structure prior. - Xueling Chen; Yu Zhu 004; Wei Liu 044; Jinqiu Sun; Yanning Zhang 001 (Neurocomputing, 2020)

Non-rigid object tracking via deep multi-scale spatial-temporal discriminative saliency maps. - Pingping Zhang; Wei Liu 044; Dong Wang 004; Yinjie Lei; Hongyu Wang 001; Huchuan Lu (Pattern Recognit., 2020)

Embedding Bilateral Filter in Least Squares for Efficient Edge-Preserving Image Smoothing. - Wei Liu 044; Pingping Zhang; Xiaogang Chen; Chunhua Shen; Xiaolin Huang; Jie Yang 002 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Deep Multiphase Level Set for Scene Parsing. - Pingping Zhang; Wei Liu 044; Yinjie Lei; Hongyu Wang 001; Huchuan Lu (IEEE Trans. Image Process., 2020)

RAPNet: Residual Atrous Pyramid Network for Importance-Aware Street Scene Parsing. - Pingping Zhang; Wei Liu 044; Yinjie Lei; Hongyu Wang 001; Huchuan Lu (IEEE Trans. Image Process., 2020)

Real-time Image Smoothing via Iterative Least Squares. - Wei Liu 044; Pingping Zhang; Xiaolin Huang; Jie Yang 002; Chunhua Shen; Ian Reid 001 (ACM Trans. Graph., 2020)

Image deraining with Adversarial Residual Refinement Network. - Wei Xu 050; Song Qiu; Kunyao Huang; Wei Liu 044; Junzhe Zuo; Haoming Guo (J. Vis. Commun. Image Represent., 2021)

Looking for the Detail and Context Devils: High-Resolution Salient Object Detection. - Pingping Zhang; Wei Liu 044; Yi Zeng 006; Yinjie Lei; Huchuan Lu (IEEE Trans. Image Process., 2021)

Semantic Scene Labeling via Deep Nested Level Set. - Pingping Zhang; Wei Liu 044; Yinjie Lei; Huchuan Lu (IEEE Trans. Intell. Transp. Syst., 2021)

CROON: Automatic Multi-LiDAR Calibration and Refinement Method in Road Scene. - Pengjin Wei; Guohang Yan; Yikang Li; Kun Fang 004; Xinyu Cai; Jie Yang 002; Wei Liu 044 (IROS, 2022)

A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing. - Wei Liu 044; Pingping Zhang; Yinjie Lei; Xiaolin Huang; Jie Yang 002; Michael Ng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Unsupervised Image Restoration With Quality-Task-Perception Loss. - Wei Xu 050; Xinyuan Chen; Haoming Guo; Xiaolin Huang; Wei Liu 044 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Linearly Constrained Nonsmooth Optimization for Training Autoencoders. - Wei Liu 044; Xin Liu 001; Xiaojun Chen 001 (SIAM J. Optim., 2022)

Enhancing Few-Shot Object Detection with Modified Faster R-CNN and Transfer Learning. - Shilong Hao; Wei Liu 044; Jie Yang 002 (ADMIT, 2023)

FASTC: A Fast Attentional Framework for Semantic Traversability Classification Using Point Cloud. - Yirui Chen; Pengjin Wei; Zhenhuan Liu; Bingchao Wang; Jie Yang 002; Wei Liu 044 (ECAI, 2023)

Recurrent Multi-scale Transformer for High-Resolution Salient Object Detection. - Xinhao Deng; Pingping Zhang; Wei Liu 044; Huchuan Lu (ACM Multimedia, 2023)

SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger. - Yuting Gao; Jinfeng Liu 007; Zihan Xu; Tong Wu; Wei Liu 044; Jie Yang 002; Ke Li 015; Xing Sun 001 (CoRR, 2023)

MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation. - Fenghe Tang; Bingkun Nian; Jianrui Ding; Quan Quan; Jie Yang 002; Wei Liu 044; S. Kevin Zhou (CoRR, 2023)

SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution. - Bingkun Nian; Fenghe Tang; Jianrui Ding; Pingping Zhang; Jie Yang 002; S. Kevin Zhou; Wei Liu 044 (CoRR, 2023)

SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger. - Yuting Gao; Jinfeng Liu 007; Zihan Xu; Tong Wu; Enwei Zhang; Ke Li 015; Jie Yang 002; Wei Liu 044; Xing Sun 001 (AAAI, 2024)

GRC-Net: Grouping Guided R-band Chromosome Recognition Network. - Chao Xia; Wei Liu 044; Zhao jiang Liu; Bing Chen; Jie Yang 002 (ICCAI, 2024)

Image Super-Resolution via Efficient Transformer Embedding Frequency Decomposition With Restart. - Yifan Zuo; Wenhao Yao; Yuqi Hu; Yuming Fang; Wei Liu 044; Yuxin Peng (IEEE Trans. Image Process., 2024)

Towards Better Data Exploitation in Self-Supervised Monocular Depth Estimation. - Jinfeng Liu 007; Lingtong Kong; Jie Yang 002; Wei Liu 044 (IEEE Robotics Autom. Lett., 2024)

Fast Global Image Smoothing via Quasi Weighted Least Squares. - Wei Liu 044; Pingping Zhang; Hongxing Qin; Xiaolin Huang; Jie Yang 002; Michael Ng 001 (Int. J. Comput. Vis., 2024)

STDepth: Leveraging semantic-textural information in transformers for self-supervised monocular depth estimation. - Xuanang Gao; Bingchao Wang; Zhiwei Ning; Jie Yang 002; Wei Liu 044 (Comput. Vis. Image Underst., 2025)

MambaMIM: Pre-training Mamba with state space token interpolation and its application to medical image segmentation. - Fenghe Tang; Bingkun Nian; Yingtai Li; Zihang Jiang; Jie Yang 002; Wei Liu 044; S. Kevin Zhou (Medical Image Anal., 2025)

VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring. - Ying Fu 003; Xinyu Zhu; Xiaojie Li 001; Xin Wang 045; Xi Wu 004; Shu Hu 001; Yi Wu; Siwei Lyu; Wei Liu 044 (IEEE Trans. Multim., 2025)

A Graph-Partitioning Based Continuous Optimization Approach to Semi-supervised Clustering Problems. - Wei Liu 044; Xin Liu 001; Michael K. Ng 001; Zaikun Zhang (CoRR, 2025)

2M3DF: Advancing 3D Industrial Defect Detection With Multi-Perspective Multimodal Fusion Network. - Mujtaba Asad; Waqar Azeem; He Jiang; Hafiz Tayyab Mustafa; Jie Yang 002; Wei Liu 044 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Consistency-Guided Adaptive Alternating Training for Semi-Supervised Salient Object Detection. - Liyuan Chen; Wei Liu 044; Hua Wang 002; Sang-Woon Jeon; Yunliang Jiang; Zhonglong Zheng (IEEE Trans. Circuits Syst. Video Technol., 2025)

CMF-IoU: Multi-Stage Cross-Modal Fusion 3D Object Detection with IoU Joint Prediction. - Zhiwei Ning; Zhaojiang Liu; Xuanang Gao; Yifan Zuo; Jie Yang 002; Yuming Fang; Wei Liu 044 (CoRR, 2025)