Adaptive spatial error concealment algorithm selection framework using fuzzy classification

Author

Gan, Zongliang ; Qi, Lina ; Zhu, Xiuchang

Author_Institution

Coll. of Telecommun.&Inf. Eng., Nanjing Univ. of Posts & Telecommun., Nanjing, China

fYear

2009

fDate

13-15 Nov. 2009

Firstpage

1

Lastpage

4

Abstract

The error concealment (EC) technology attempt to recover the lost blocks by utilizing correlation block information (spatial or temporal). This paper introduces an adaptive spatial EC algorithm selection framework for block-based image/video coding systems. By using surrounding blocks information, fuzzy classifier can adaptively select the suitable EC method for each damaged block, and fuzzy rule are obtained from the labeled training image data. Our experimental results show that the proposed EC selection strategy obtains better subjective and objective quality.

Keywords

image processing; video coding; adaptive spatial error concealment algorithm selection framework; block-based image/video coding systems; correlation block information; fuzzy classification; image processing; Computer errors; Discrete cosine transforms; Extrapolation; Frequency; Fuzzy systems; Image reconstruction; Interpolation; Support vector machine classification; Support vector machines; Video coding; Error concealment; Fuzzy Classification; Image processing; adaptive algorthm selection;

fLanguage

English

Publisher

ieee

Conference_Titel

Wireless Communications & Signal Processing, 2009. WCSP 2009. International Conference on

Conference_Location

Nanjing

Print_ISBN

978-1-4244-4856-2

Electronic_ISBN

978-1-4244-5668-0

Type

conf

DOI

10.1109/WCSP.2009.5371573

Filename

5371573