Low-Bitrate Video Quality Enhancement by Frame Rate Up-Conversion and Adaptive Frame Encoding
Author(s) -
Ya-Ting Carolyn Yang,
Yi-Shin Tung,
JaLing Wu,
Chung-Yi Weng
Publication year - 2005
Publication title -
lecture notes in computer science
Language(s) - English
Resource type - Book series
SCImago Journal Rank - 0.249
H-Index - 400
eISSN - 1611-3349
pISSN - 0302-9743
ISBN - 3-540-30040-6
DOI - 10.1007/11582267_73
Subject(s) - computer science , motion interpolation , inter frame , encoder , residual frame , motion compensation , coding (social sciences) , interpolation (computer graphics) , algorithmic efficiency , intra frame , reference frame , frame rate , computer vision , decoding methods , frame (networking) , block matching algorithm , real time computing , algorithm , video processing , mathematics , motion (physics) , telecommunications , video tracking , statistics , operating system
Frame rate up-conversion (FRUC) is a useful technique for a lot of practical applications, such as display format conversion, low bitrate video coding and slow motion playback. Unlike traditional approaches, such as frame repetition or linear frame interpolation, motion-compensated frame interpolation (MCFI) technique which takes block motion into account is regarded as a more efficient scheme. By considering the deficiencies in previous works, new criteria and coding schemes for enhancing motion derivation and interpolation processes are suggested. We then integrate the proposed MCFI scheme into the decoding process of the latest coding standard, H.264/AVC. In addition, adaptive frame skip is fulfilled at the encoder side to maximize the power of MCFI in video coding applications. As a result, the encoder can adopt the MCFI dynamically and can decide whether the input frame should be coded or dropped then interpolated. Experimental results show that our proposal indeed enhances the overall quality, both subjectively and objectively, especially for the low bitrate video coding.
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