Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding

Machine visual intelligence has exploded in recent years. Large-scale, high-quality image and video datasets significantly empower learning-based machine vision models, especially deep-learning models. However, images and videos are usually compressed before being analyzed in practical situations wh...

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Veröffentlicht in:	International journal of computer vision Jg. 129; H. 10; S. 2889 - 2906
Hauptverfasser:	Zhang, Qi, Wang, Shanshe, Zhang, Xinfeng, Ma, Siwei, Gao, Wen
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.10.2021 Springer Springer Nature B.V
Schlagworte:	Analysis Artificial Intelligence Computer Imaging Computer Science Data compression Datasets Deep learning Distortion Image coding Image compression Image Processing and Computer Vision Image quality Machine vision Pattern Recognition Pattern Recognition and Graphics Special Issue on Deep Learning for Video Analysis and Compression Video compression Vision Vision systems Deep learning Just noticeable distortion Machine vision Image and video coding
ISSN:	0920-5691, 1573-1405
Online-Zugang:	Volltext
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