DocumentCode :
146285
Title :
Energy scalable approximate DCT architecture trading quality via boundary error-resiliency
Author :
Garg, Bharat ; Bharadwaj, Nitesh K. ; Sharma, G.K.
Author_Institution :
ABV-Indian Inst. of Inf. Technol. & Manage., Gwalior, India
fYear :
2014
fDate :
2-5 Sept. 2014
Firstpage :
306
Lastpage :
311
Abstract :
High energy-efficiency is an imperative requirement for today´s portable multimedia devices. Most image/video processing devices employ energy-devouring Discrete Cosine Transform (DCT) unit that limits their performance. We propose a novel low-complexity DCT architecture that exploits non-significance-driven complexity reduction techniques namely neighbor pixel similarity (NPS) and constant multiplication factor (CMF). Further, quality-energy tradeoff is achieved via error-resiliency at image-boundaries. We also present a novel quality metric PMSE (Perceivable Mean Square Error) that quantifies perceivable error. Our architecture consumes 49.2% less energy at the expense of 1.43dB less PSNR and requires only 45.4% area over well-known DCT architectures.
Keywords :
discrete cosine transforms; energy conservation; mean square error methods; multimedia communication; video signal processing; CMF; DCT architecture trading quality; DCT unit; NPS; PMSE; PSNR; boundary error-resiliency; constant multiplication factor; discrete cosine transform unit; energy efficiency; image boundaries; image processing devices; neighbor pixel similarity; nonsignificance-driven complexity reduction techniques; perceivable mean square error; portable multimedia devices; quality-energy tradeoff; video processing devices; Approximation algorithms; Approximation methods; Complexity theory; Computer architecture; Discrete cosine transforms; Equations; Measurement; Discrete Cosine Transform (DCT); architecture; error-resiliency; quality-energy tradeoff;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System-on-Chip Conference (SOCC), 2014 27th IEEE International
Conference_Location :
Las Vegas, NV
Type :
conf
DOI :
10.1109/SOCC.2014.6948945
Filename :
6948945
Link To Document :
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