325 citations · 1k across the 29 of their papers we have counts for
6 papers · 1 filter
Transformer-based Image Compression
Ming Lu, Peiyao Guo, Huiqing Shi +2
A Transformer-based Image Compression (TIC) approach is developed which reuses the canonical variational autoencoder (VAE) architecture with paired main and hyper encoder-decoders.…
Which One is Better: Assessing Objective Metrics for Point Cloud Compression
Yipeng Liu, Qi Yang, Yiling Xu +1
Point cloud compression (PCC) has made remarkable achievement in recent years. In the mean time, point cloud quality assessment (PCQA) also realize gratifying development. Some rec…
End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation
Haojie Liu, Ming Lu, Zhiqi Chen +3
Recent years have witnessed rapid advances in learnt video coding. Most algorithms have solely relied on the vector-based motion representation and resampling (e.g., optical flow b…
ANT: Learning Accurate Network Throughput for Better Adaptive Video Streaming
Jiaoyang Yin, Yiling Xu, Hao Chen +3
Adaptive Bit Rate (ABR) decision plays a crucial role for ensuring satisfactory Quality of Experience (QoE) in video streaming applications, in which past network statistics are ma…
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results
Ren Yang, Radu Timofte, Jing Liu +69
This paper reviews the first NTIRE challenge on quality enhancement of compressed video, with a focus on the proposed methods and results. In this challenge, the new Large-scale Di…
Advances In Video Compression System Using Deep Neural Network: A Review And Case Studies
Dandan Ding, Zhan Ma, Di Chen +3
Significant advances in video compression system have been made in the past several decades to satisfy the nearly exponential growth of Internet-scale video traffic. From the appli…