462 citations · 1.9k across the 105 of their papers we have counts for
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Compact Visual Data Representation for Green Multimedia -- A Human Visual System Perspective
Peilin Chen, Xiaohan Fang, Meng Wang +2
The Human Visual System (HVS), with its intricate sophistication, is capable of achieving ultra-compact information compression for visual signals. This remarkable ability is coupl…
Predicting Satisfied User and Machine Ratio for Compressed Images: A Unified Approach
Qi Zhang, Shanshe Wang, Xinfeng Zhang +3
Nowadays, high-quality images are pursued by both humans for better viewing experience and by machines for more accurate visual analysis. However, images are usually compressed bef…
Point Cloud-Assisted Neural Image Compression
Ziqun Li, Qi Zhang, Xiaofeng Huang +3
High-efficient image compression is a critical requirement. In several scenarios where multiple modalities of data are captured by different sensors, the auxiliary information from…
Advanced Learning-Based Inter Prediction for Future Video Coding
Yanchen Zhao, Wenhong Duan, Chuanmin Jia +2
In the fourth generation Audio Video coding Standard (AVS4), the Inter Prediction Filter (INTERPF) reduces discontinuities between prediction and adjacent reconstructed pixels in i…
Rethinking Bjøntegaard Delta for Compression Efficiency Evaluation: Are We Calculating It Precisely and Reliably?
Xinyu Hang, Shenpeng Song, Zhimeng Huang +3
For decades, the Bjøntegaard Delta (BD) has been the metric for evaluating codec Rate-Distortion (R-D) performance. Yet, in most studies, BD is determined using just 4-5 R-D data p…
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
Xiaoli Zhang, Liying Wang, Libo Zhao +2
Multi-modality image fusion aims at fusing modality-specific (complementarity) and modality-shared (correlation) information from multiple source images. To tackle the problem of t…