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Novel Motion Anchoring Strategies for Wavelet-Based Highly Scalable Video Compression
Hardcover
Series: Springer Theses
Technology & EngineeringGeneral MathematicsProgramming
ISBN13: 9789811082245
Publisher: Springer Nature
Published: Apr 13 2018
Pages: 182
Weight: 1.03
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
A key element of any modern video codec is the efficient exploitation of temporal redundancy via motion-compensated prediction. In this book, a novel paradigm of representing and employing motion information in a video compression system is described that has several advantages over existing approaches. Traditionally, motion is estimated, modelled, and coded as a vector field at the target frame it predicts. While this prediction-centric approach is convenient, the fact that the motion is attached to a specific target frame implies that it cannot easily be re-purposed to predict or synthesize other frames, which severely hampers temporal scalability.
In light of this, the present book explores the possibility of anchoring motion at reference frames instead. Key to the success of the proposed reference-based anchoring schemes is high quality motion inference, which is enabled by the use of a more physical motion representation than the traditionally employed block motion fields. The resulting compression system can support computationally efficient, high-quality temporal motion inference, which requires half as many coded motion fields as conventional codecs. Furthermore, features beyond compressibility -- including high scalability, accessibility, and intrinsic framerate upsampling -- can be seamlessly supported. These features are becoming ever more relevant as the way video is consumed continues shifting from the traditional broadcast scenario to interactive browsing of video content over heterogeneous networks.
This book is of interest to researchers and professionals working in multimedia signal processing, in particular those who are interested in next-generation video compression. Two comprehensive background chapters on scalable video compression and temporal frame interpolation make the book accessible for students and newcomers to the field.
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