Title :
Fixed-point zero coefficient-aware fast IQ-IDCT algorithm
Author :
Kihoon Lee ; Kiho Choi ; Jang, Euee S.
Author_Institution :
Digital Media Lab., Hanyang Univ., Seoul, South Korea
Abstract :
In this paper, we propose a fixed-point zero coefficient-aware fast IQ-IDCT algorithm to reduce the computational complexity of discrete cosine transform and cope with mismatch of decoded data in between encoder and decoder. The major theme of this paper is based on zero coefficient-aware design, which reduces the computational complexity of inverse DCT algorithms by avoiding unnecessary computations caused by zero DCT coefficients. We extended the zero coefficient-aware design to the inverse quantization stage to farther reduce the computational complexity of inverse quantization and inverse DCT by avoiding computations with zero quantized DCT coefficients. In order to maximize the computational complexity reduction as well as to preserve precision accuracy of the ideal IQ-IDCT process, the proposed method employs the fixed-point approximation scheme on all computational procedures of the IQ-IDCT based on table-lookup operations with accurate dyadic terms. As a result, we have achieved a speedup by factor of 3.1 on average compared to the fixed-point 8×8 inverse discrete cosine transform standard.
Keywords :
computational complexity; discrete cosine transforms; quantisation (signal); table lookup; video coding; computational complexity; dyadic terms; fast IQ-IDCT algorithm; fixed-point approximation; fixed-point zero coefficient-aware design; inverse discrete cosine transform; inverse quantization stage; table-lookup operations; video coding; Algorithm design and analysis; Computational complexity; Decoding; Discrete cosine transforms; IEC standards; ISO standards; Transform coding; DCT; IDCT; Inverse discrete cosine transform; Inverse quantization; fixed-point; zero coefficient;
Conference_Titel :
Consumer Electronics - Berlin (ICCE-Berlin), 2011 IEEE International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4577-0233-4
DOI :
10.1109/ICCE-Berlin.2011.6031890