Title :
Automatic construction of nonlinear denoising filter for video coding
Author :
Takamura, Seishi ; Jozawa, Hirohisa
Author_Institution :
NTT Cyber Space Labs., NTT Corp., Yokosuka, Japan
Abstract :
Current video coding technologies such as H.264/AVC and HEVC employ in-loop filters such as deblocking filter, sample adaptive offset and adaptive loop filter. This paper aims to develop a new type of loop filter using an evolutionary method. Generated filter is not necessarily linear and, most distinctively, content-specific. Preliminary results show that proposed filter achieves the bit rate reduction of 0.62-1.01 % against HM4.0 (High Efficiency configuration), a test model of HEVC, the state-of-the-art coding technology.
Keywords :
adaptive filters; evolutionary computation; image denoising; nonlinear filters; video coding; H.264/AVC; HEVC; adaptive loop filter; bit rate reduction; deblocking filter; evolutionary method; high efficiency configuration; in-loop filter; nonlinear denoising filter; sample adaptive offset; state-of-the-art coding technology; video coding; Adaptive filters; Encoding; Information filters; Maximum likelihood detection; Nonlinear filters; Proposals;
Conference_Titel :
Picture Coding Symposium (PCS), 2012
Conference_Location :
Krakow
Print_ISBN :
978-1-4577-2047-5
Electronic_ISBN :
978-1-4577-2048-2
DOI :
10.1109/PCS.2012.6213379