DocumentCode :
2137276
Title :
A dynamically reconfigurable DCT architecture for maximum image quality subject to dynamic power and bitrate constraints
Author :
Jiang, Yuebing ; Pattichis, Marrios
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Mexico, Albuquerque, NM, USA
fYear :
2012
fDate :
22-24 April 2012
Firstpage :
189
Lastpage :
192
Abstract :
We introduce a dynamically reconfigurable DCT architecture system that allows us to select optimal implementations based on bitrate and dynamic power constraints. For our approach, we first compute Pareto-optimal hardware realizations that are assessed in terms of reconstructed image quality, bitrate and dynamic power. The space of Paretooptimal realizations are generated by varying both the number of non-zero DCT coefficients and the quality factor for the quantization table. From the generated hardware realizations, we then select the Pareto-optimal cases and discard all other cases. For each bitrate and dynamic power constraint, we use a dynamic partial reconfiguration (DPR) controller to implement the optimal DCT architecture. We test our approach using leave-one-out on the LIVE database, and implement our system on a Virtex-5 FPGA and demonstrate its performance using different bitrate and dynamic power constraints.
Keywords :
Pareto optimisation; data compression; discrete cosine transforms; field programmable gate arrays; image coding; quantisation (signal); LIVE database; Pareto-optimal hardware realizations; Virtex-5 FPGA; bitrate constraints; dynamic partial reconfiguration controller; dynamic power constraints; dynamically reconfigurable DCT architecture; image compression; leave-one-out; maximum image quality; nonzero DCT coefficients; quality factor; quantization table; Bit rate; Computer architecture; Discrete cosine transforms; Encoding; Image quality; Q factor; Real time systems; DCT; FPGA; JPEG; dynamic partial reconfiguration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on
Conference_Location :
Santa Fe, NM
Print_ISBN :
978-1-4673-1831-0
Electronic_ISBN :
978-1-4673-1829-7
Type :
conf
DOI :
10.1109/SSIAI.2012.6202485
Filename :
6202485
Link To Document :
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