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
Link To Document :
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