Publications

学术成果

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2026

Deep Learning based Joint Geometry and Attribute Upsampling for Large-Scale Colored Point Clouds

Yun Zhang, Feifan Chen, Na Li, Xu Wang, Fen Miao, Sam Kwong. IEEE Transactions on Image Processing, 2026.

VP-JND: Visual Perception Assisted Deep Picture-Wise Just Noticeable Distortion Prediction Model for Image Compression

Yun Zhang, Shisheng Zhang, Na Li, Chunling Fan, Raouf Hamzaoui. IEEE Transactions on Circuits and Systems for Video Technology, 2026.

RegR-PCQA: Deep Learning based Colored Point Cloud Quality Assessment Using 3D-to-2D Regularized Representation

Yun Zhang, Cui Mao, Na Li, Chunling Fan, Weisi Lin. IEEE Transactions on Multimedia, 2026.

DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines

Junqi Liu, Yun Zhang, Xiaoqi Wang, Long Xu, Sam Kwong. IEEE Transactions on Multimedia, 2026.

Temporal Consistency-Aware Dynamic Point Clouds Color Attribute Enhancement

Linwei Zhu, Ruxu Liang, Yun Zhang, Hui Yuan, Sam Kwong. IEEE Transactions on Multimedia, 2025.

LFIC-DRASC: Deep Light Field Image Compression Using Disentangled Representations and Asymmetrical Strip Convolution

Shiyu Feng, Yun Zhang, Linwei Zhu, Sam Kwong. IEEE Transactions on Broadcasting, 2025.

Multi-Granular Embedding Optimization with Spatial-Channel Adaptive Tuning for Perceptual Image Quality Assessment

Xiaoqi Wang, Yun Zhang, Junqi Liu. Neurocomputing, 2025.

Multi-scale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines

Junle Liu, Yun Zhang, Zixi Guo, Xiaoxia Huang, Gangyi Jiang. ACM Transactions on Multimedia Computing, Communications, and Applications, 2025.

Learning to Predict Object-Wise Just Recognizable Distortion for Image and Video Compression

Yun Zhang, Haoqing Lin, Jing Sun, Linwei Zhu, Sam Kwong. IEEE Transactions on Multimedia, 2024.

Neural Network Based Multi-Level In-Loop Filtering for Versatile Video Coding

Linwei Zhu, Yun Zhang, Na Li, Wenhui Wu, Shiqi Wang, Sam Kwong. IEEE Transactions on Circuits and Systems for Video Technology, 2024.

Quality Assessment for DIBR-synthesized Views based on Wavelet Transform and Gradient Magnitude Similarity

Huan Zhang, Dongsheng Zheng, Yun Zhang, Jianzhong Cao, Weisi Lin, Wing-Kuen Ling. IEEE Transactions on Multimedia, 2024.

已发表 SCI/EI 学术论文 180 余篇，其中 IEEE/ACM Transactions 70 余篇。

出版学术专著《三维视频处理》一部。

授权中/美/PCT 发明专利 50 余项，曾获教育部、浙江省、宁波市等科技奖励。