Innovative Insights: A Review of Deep Learning Methods for Enhanced Video Compression
Video Compression (VC) is a significant aspect of multimedia technology, in which the goal
to minimize the size of video data, while also preserving its perceptual quality, for effective …
to minimize the size of video data, while also preserving its perceptual quality, for effective …
Lightweight macro-pixel quality enhancement network for light field images compressed by versatile video coding
Previous research demonstrated that filtering Macro-Pixels (MPs) in a decoded Light Field
Image (LFI) sequence can effectively enhances the quality of the corresponding Sub …
Image (LFI) sequence can effectively enhances the quality of the corresponding Sub …
A ViT‐Based Adaptive Recurrent Mobilenet With Attention Network for Video Compression and Bit‐Rate Reduction Using Improved Heuristic Approach Under …
D Padmapriya, A Roseline A - Computational Intelligence, 2024 - Wiley Online Library
Video compression received attention from the communities of video processing and deep
learning. Modern learning‐aided mechanisms use a hybrid coding approach to reduce …
learning. Modern learning‐aided mechanisms use a hybrid coding approach to reduce …
A channel-wise contextual module for learned intra video compression
Y Zhan, S **ong, X He, B Tang, H Chen - Journal of Visual Communication …, 2024 - Elsevier
In the multimedia era, exploding image and video data highlight the importance of video
compression for storage and transmission. The All-Intra structure is a coding mode in HEVC …
compression for storage and transmission. The All-Intra structure is a coding mode in HEVC …
[PDF][PDF] PROPOSED ALGORITHM FOR VIDEO SEQUENCE COMPRESSION
VZKAKLLM Chervyakov, AA Tatarkanov - iotpe.com
Creating a method and simulating video information compression is one of the today's most
urgent tasks, especially given a number of shortcomings inherent in the existing algorithms …
urgent tasks, especially given a number of shortcomings inherent in the existing algorithms …