Proceedings of the Korean Society of Broadcast Engineers Conference (한국방송∙미디어공학회:학술대회논문집)
- 2011.11a
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- Pages.143-146
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- 2011
Video Processing for Human Perception Oriented Coding
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Oh, Hyung Suk
(Kyung Hee University) ;
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Kim, Wonha
(Kyung Hee University)
- Published : 2011.11.03
Abstract
This paper presents human perception-based video coding method using an online learning framework. In this work, we analyze the relationship between human attention regions and video quality, and also consider human memory. We classify the motion patterns based on the analysis. Then, we devise a motion pattern classification method using Hedge algorithm. Along with the motion patterns, we smooth out the specific regions or sharpen details of the regions using the regional priorities. The preprocessed sequences are applied to the video codec. The performance is excellent on the overall quality as well as the regional quality.
Keywords