462 citations · 557 across the 22 of their papers we have counts for
5 papers · 1 filter
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…
MPAI-EEV: Standardization Efforts of Artificial Intelligence based End-to-End Video Coding
Chuanmin Jia, Feng Ye, Fanke Dong +5
The rapid advancement of artificial intelligence (AI) technology has led to the prioritization of standardizing the processing, coding, and transmission of video using neural netwo…
Direct Speech-to-image Translation
Jiguo Li, Xinfeng Zhang, Chuanmin Jia +5
Direct speech-to-image translation without text is an interesting and useful topic due to the potential applications in human-computer interaction, art creation, computer-aided des…
Layered Image Compression using Scalable Auto-encoder
Chuanmin Jia, Zhaoyi Liu, Yao Wang +2
This paper presents a novel convolutional neural network (CNN) based image compression framework via scalable auto-encoder (SAE). Specifically, our SAE based deep image codec consi…