Title :
Designing a hardware accelerator for vector quantization as a component of a SoPC
Author :
Huynh, Thuan ; Cao, Thuong ; Tran, Diem ; Nguyen, Phuong ; Dinh, Anh
Author_Institution :
Dept. of Electron. & Telecommun., Univ. of Natural Sci., Hanoi
Abstract :
A flexible accelerator hardware for full-search vector quantization (VQ) has been developed as a component for a system on a programmable chip (SOPC) to use in real-time image compression and recognition applications. In this system, the number of elements for each codeword and the number of codewords in the system can be changed easily for different applications with the use of an embedded CPU. The architecture allows to use look up tables (LUTs), single-instruction multiple-data (SIMD) and two-stage pipeline architecture. This leads to high speed operation which is quite suitable for real-time applications. In addition, an improved method for image compression using VQ was developed using this architecture. The technique was implemented and successfully tested in an Altera Stratix II DSP FPGA Development Kit.
Keywords :
image coding; pipeline processing; programmable circuits; system-on-chip; table lookup; vector quantisation; SOPC; codeword; hardware accelerator; image compression; look up tables; single- instruction multiple-data; system on a programmable chip; two-stage pipeline architecture; vector quantization; Digital signal processing; Field programmable gate arrays; Hardware; Image coding; Image recognition; Pipelines; Real time systems; Table lookup; Testing; Vector quantization; DSP using FPGA; Full-search vector quantization; hardware accelerator; image compression;
Conference_Titel :
Electrical and Computer Engineering, 2008. CCECE 2008. Canadian Conference on
Conference_Location :
Niagara Falls, ON
Print_ISBN :
978-1-4244-1642-4
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2008.4564580
