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Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression.

Authors :
Xu, Dong
Chellappa, Rama
Van Gool, Luc
Lu, Guo
Source :
International Journal of Computer Vision. Dec2021, Vol. 129 Issue 12, p3171-3173. 3p.
Publication Year :
2021

Abstract

Due to the rapid popularization of digital cameras and mobile phone cameras, there is an increasing research interest in developing next-generation technologies for storing, transmitting, indexing, and understanding various types of videos including movies, surveillance videos, web videos and personal videos. Meanwhile, deep video compression has become a new research direction in visual data compression, and the recent deep video compression technologies have achieved promising results on the benchmark datasets. In the article entitled "Deep Learning Geometry Compression Artifacts Removal for Video-based Point Cloud Compression", Jia et al I . i propose a new learning framework to improve the point cloud data compression performance by reducing the geometry compression artifacts. [Extracted from the article]

Details

Language :
English
ISSN :
09205691
Volume :
129
Issue :
12
Database :
Academic Search Index
Journal :
International Journal of Computer Vision
Publication Type :
Academic Journal
Accession number :
153318738
Full Text :
https://doi.org/10.1007/s11263-021-01530-3