462 citations · 1.9k across the 105 of their papers we have counts for
9 papers · 1 filter
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision
Qi Mao, Chongyu Wang, Meng Wang +4
The accelerated proliferation of visual content and the rapid development of machine vision technologies bring significant challenges in delivering visual data on a gigantic scale,…
Spatial-Temporal Transformer based Video Compression Framework
Yanbo Gao, Wenjia Huang, Shuai Li +3
Learned video compression (LVC) has witnessed remarkable advancements in recent years. Similar as the traditional video coding, LVC inherits motion estimation/compensation, residua…
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…
Extreme Image Compression using Fine-tuned VQGANs
Qi Mao, Tinghan Yang, Yinuo Zhang +4
Recent advances in generative compression methods have demonstrated remarkable progress in enhancing the perceptual quality of compressed data, especially in scenarios with low bit…
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera
Kexiang Feng, Chuanmin Jia, Siwei Ma +1
Recently, the bio-inspired spike camera with continuous motion recording capability has attracted tremendous attention due to its ultra high temporal resolution imaging characteris…
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing
Jiechong Song, Chong Mou, Shiqi Wang +2
By integrating certain optimization solvers with deep neural networks, deep unfolding network (DUN) with good interpretability and high performance has attracted growing attention…