DocumentCode
1769270
Title
An area- and power-efficient FIFO with error-reduced data compression for image/video processing
Author
Zeinolabedin, Seyed Mohammad Ali ; Jun Zhou ; Xin Liu ; Kim, Tony T.
Author_Institution
Sch. of EEE, Nanyang Technol. Univ., Singapore, Singapore
fYear
2014
fDate
1-5 June 2014
Firstpage
2277
Lastpage
2280
Abstract
Filtering is a key component of many digital image/video processing algorithms. It often requires FIFO to temporarily buffer the pixels data for later usage. The FIFO size is proportional to the length of the filters and input data width, causing large area and power consumption. This paper presents a technique named FIFO with error-reduced data compression (FERDC) to reduce the FIFO size for various filters. The proposed FERDC significantly reduces the area and power consumption while keeping the error metrics such as mean square error (MSE) and peak signal to noise ratio (PSNR) in the acceptable range. Simulation results of a two dimensional wavelet filter shows that the proposed FERDC technique achieves the FIFO size reduction of up to 44.44% with PSNR values larger than 39 dB, which leads to the reduction of at least 31.6% in the dynamic power and 44.44% in the leakage power.
Keywords
buffer storage; data compression; filtering theory; image processing; power consumption; queueing theory; 2D wavelet filter; FERDC; FIFO size reduction; FIFO with error reduced data compression; PSNR; area consumption reduction; area efficient FIFO; error metrics; filtering theory; image processing; pixel data buffer; power consumption reduction; power efficient FIFO; video processing; Filtering; PSNR; Power demand; Signal processing algorithms; Streaming media; Wavelet transforms; FIFO; image/video signal processing; low power;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location
Melbourne VIC
Print_ISBN
978-1-4799-3431-7
Type
conf
DOI
10.1109/ISCAS.2014.6865625
Filename
6865625
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