Title :
Algebraic integer based 8×8 2-D DCT architecture for digital video processing
Author :
Madanayake, H. L P Arjuna ; Cintra, R.J. ; Onen, D. ; Dimitrov, V.S. ; Bruton, L.T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Akron, Akron, OH, USA
Abstract :
A time-multiplexed row-parallel architecture is pro- posed for the real-time implementation of bivariate algebraic integer (AI) encoded 2-D discrete cosine transform (DCT) of images and video sequences. The architecture is based on the Arai algorithm with AI encoding. This leads to an 8×8 2-D DCT which is entirely free of quantization errors. The error free coefficients may be converted into a regular arithmetic format using a final reconstruction step (FRS) at the output stage. The accuracy of the FRS allows each of the 64 coefficients to have its precision set independent of other coefficients without the leakage of quantization noise between coefficient channels. Our architecture leads to low-noise applications in digital video compression, coding, and other image processing applications that rely on the fast systolic computation of the 2-D DCT. A prototype of the 2-D DCT is physically realized, tested, and verified on chip, using a Xilinx Virtex-4 S×35-10ff668 device. The maximum clock rate was Fclock = 121 MHz, implying an equivalent frame sample rate of 466 Hz, for an image frame size of 1920 × 1080, which is a common high definition video format.
Keywords :
algebra; discrete cosine transforms; image coding; 2-D discrete cosine transform; 8×8 2-D DCT architecture; Arai algorithm; DCT; Xilinx; bivariate algebraic integer; digital video compression; digital video processing; discrete cosine transform; final reconstruction step; image processing; time-multiplexed row-parallel architecture; video coding; Artificial intelligence; Clocks; Computer architecture; Discrete cosine transforms; Encoding; Quantization; Real time systems;
Conference_Titel :
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-9473-6
Electronic_ISBN :
0271-4302
DOI :
10.1109/ISCAS.2011.5937796