Overview of intelligent video coding: from model-based to learning-based approaches
Intelligent video coding (IVC), which dates back to the late 1980s with the concept of
encoding videos with knowledge and semantics, includes visual content compact …
encoding videos with knowledge and semantics, includes visual content compact …
Generative Visual Compression: A Review
Artificial Intelligence Generated Content (AIGC) is leading a new technical revolution for the
acquisition of digital content and impelling the progress of visual compression towards …
acquisition of digital content and impelling the progress of visual compression towards …
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision
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, which …
technologies bring significant challenges in delivering visual data on a gigantic scale, which …
Extreme image compression using fine-tuned vqgans
Recent advances in generative compression methods have demonstrated remarkable
progress in enhancing the perceptual quality of compressed data, especially in scenarios …
progress in enhancing the perceptual quality of compressed data, especially in scenarios …
Pose-Driven Compression for Dynamic 3D Human via Human Prior Models
To cost-effectively transmit high-quality dynamic 3D human images in immersive multimedia
applications, efficient data compression is crucial. Unlike existing methods that focus on …
applications, efficient data compression is crucial. Unlike existing methods that focus on …
Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression
Recent advances in Artificial Intelligence Generated Content (AIGC) have garnered
significant interest, accompanied by an increasing need to transmit and compress the vast …
significant interest, accompanied by an increasing need to transmit and compress the vast …
Extreme Generative Human-Oriented Video Coding via Motion Representation Compression
The increasing popularity of video conferencing and live streaming raises the growing
demand for encoding human-oriented videos at ultra-low bit rates. Recently, several ultra …
demand for encoding human-oriented videos at ultra-low bit rates. Recently, several ultra …
[PDF][PDF] Visual pattern representation and coding based on deep generative models
YL GUO, JH CHANG, C HUANG - 热点专题▶ - zte.com.cn
The performance of early intelligent encoding methods was limited by manually designed
solutions, while current neural networkbased encoding methods lack interpretability, which …
solutions, while current neural networkbased encoding methods lack interpretability, which …