@inproceedings{e9a2e23ffde14a0a84f5c7d6b6d89d8c,
title = "Rank reduction for low bit-rate coding of dynamic texture video",
abstract = "Detailed image structures and visual textures (of stochastic nature) in digital video are difficult to compress efficiently. At medium to low bit rates, texture flattening and blocking artifacts appear, even when using advanced video coding standards such as H.264/MPEG-4 AVC. In this paper, we propose video compression systems to compress stochastic textures by exploiting rank-reduction techniques. In this work, rank reduction is implemented by applying a singular value decomposition and selective transmission of the primary signal components as in principal component analysis. In the low bit-rate range, our implementation shows encouraging results compared to H.264/MPEG-4 AVC, not only in rate-distortion performance, but also in the improved visual quality of the reconstructed videos.",
author = "M.H. Panggabean and \{Waele, de\}, S. and K. Hinnen and \{With, de\}, P.H.N.",
year = "2010",
doi = "10.1117/12.806102",
language = "English",
isbn = "978-0-8194-7507-7",
series = "Proceedings of SPIE",
publisher = "SPIE",
pages = "7257 07--1--7257 07--12",
booktitle = "Proceedings Visual Communications and Image Processing (VCIP 2009), 18-22 January, 2009, San Jose, California",
address = "United States",
note = "Visual Communications and Image Processing 2009 (VCIP 2009), January 20–22, 2009, San Jose, CA, USA, VCIP 2009 ; Conference date: 20-01-2009 Through 22-01-2009",
}