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PP8K: A New Dataset for 8K UHD Video Compression and Processing

IEEE Multimedia, 2023
In the new era of ultra-high definition (UHD) videos, 8K is becoming more popular in diversified applications to boost the human visual experience and the performances of related vision tasks.
Wei Gao   +4 more
semanticscholar   +1 more source

Compression-Aware Video Super-Resolution

Computer Vision and Pattern Recognition, 2023
Videos stored on mobile devices or delivered on the Internet are usually in compressed format and are of various unknown compression parameters, but most video super-resolution (VSR) methods often assume ideal inputs resulting in large performance gap ...
Yingwei Wang   +5 more
semanticscholar   +1 more source

Deep Video Compression for P-frame in Sub-sampled Color Spaces

International Symposium on Circuits and Systems, 2022
In this paper, we propose a deep video compression method for P-frame in sub-sampled color spaces regarding the YUV420, which has been widely adopted in many state-of-art hybrid video compression standards, in an effort to achieve high compression ...
Rongqun Lin   +4 more
semanticscholar   +1 more source

Dynamic Point Cloud Texture Video Compression using the Edge Position Difference Oriented Motion Model

Data Compression Conference, 2021
Immersive media representation format based on point clouds has underpinned significant opportunities for extended reality applications. Point cloud in its uncompressed format require very high data rate for storage and transmission.
Ashek Ahmmed, M. Paul, M. Pickering
semanticscholar   +1 more source

Deep Learning Empowers Next-Gen Video Compression: Bridging Quality and Efficiency

Automation, Control, and Information Technology, 2023
Deep learning accelerates video processing. Our digital exchanges increasingly use video. Technology has raised video resolutions and volumes, making collection, distribution, compression, and display tougher.
Mohammad Khadir, Mohammad Farukh Hashmi
semanticscholar   +1 more source

A Review on HEVC and AVC based Video Compression Technique

Social Science Research Network, 2021
Digital video storing, video streaming and video conferencing are globally important industry which will continue to spread across the networks, businesses, and homes.
Mahesh C. Pawaskar, G. Vijay
semanticscholar   +1 more source

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