DocumentCode
598960
Title
Data dependent compression based on reconfigurable DCT using JND algorithm
Author
Huang, Hai ; Xiao, Liyi ; Liu, Zhiwei
Author_Institution
Microelectronics Center, Harbin Institute of Technology, China
fYear
2012
fDate
16-18 Oct. 2012
Firstpage
1224
Lastpage
1228
Abstract
This paper presents a data dependent compression algorithm for applications using discrete cosine transform (DCT). The algorithm can efficiently trade off image quality and computation complexity. Based on the just noticeable distortion (JND) of four reference positions, two work modes can be switched for different frequency components to reduce computation complexity. To support this algorithm, we also propose a reconfigurable DCT architecture based on the CORDIC algorithm. The proposed architecture can evaluate N point DCT as well as N/2 point DCT without change any architecture. Experimental results show that the proper threshold can be determined by trading off the computation complexity and image quality, which will save about 40% computation compared to conventional operation at the expense of minor image quality degradation.
Keywords
CORDIC; Data dependent compression; Discrete cosine transform (DCT); Just noticeable distortion (JND);
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2012 5th International Congress on
Conference_Location
Chongqing, Sichuan, China
Print_ISBN
978-1-4673-0965-3
Type
conf
DOI
10.1109/CISP.2012.6469841
Filename
6469841
Link To Document