ICASSP 2006 - May 15-19, 2006 - Toulouse, France

Technical Program

Paper Detail

Paper:IMDSP-L2.4
Session:Video Coding
Time:Tuesday, May 16, 15:00 - 15:20
Presentation: Lecture
Topic: Image and Multidimensional Signal Processing: Video Coding
Title: LMS Based Adaptive Prediction for Scalable Video Coding
Authors: Behcet Ugur Toreyin, Bilkent University, Turkey; Maria Trocan, Beatrice Pesquet-Popescu, ENST, France; A. Enis Cetin, Bilkent University, Turkey
Abstract: Motion-compensated temporal filtering (MCTF) subband video codecs have attracted recently a lot of attention, due to their compression performance comparable with that of state-of-art hybrid codecs and due to their scalability features. In this work, we propose a least mean square (LMS) based adaptive prediction for the motion-compensated temporal prediction step in lifting implementation. This approach improves the overall quality of the coded video, by reducing both the blocking and ghosting artefacts. Experimental results show that the video quality as well as PSNR values are greatly improved with the proposed adaptive method, especially for video sequences with large contrast between the moving objects and the background and for sequences with illumination variations.



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