Title :
A novel algorithm for reducing computational complexity of MC-DCT in frequency-domain video transcoders
Author :
Nayak, Deepak ; Mehta, Dipan ; Desai, Uday
Author_Institution :
Dept. of Electr. Eng., IIT, Mumbai, India
Abstract :
In order to transmit pre-encoded digital video over heterogeneous networks, it becomes necessary to employ transcoding techniques that convert pre-encoded video streams into streams having different bit rates and quality. This process is referred to as rate shaping or rate adaptation. Such video transcoders save computational overheads incurred in the IDCT (stream decode) and DCT (stream encode) operations, by performing motion compensation (MC) in the frequency (block-DCT) domain (MC-DCT). MC-DCT involves pre- and post-multiplication of 8×8 DCT blocks with 8×8 matrices derived from motion vectors. The specific contribution of this work is towards developing a novel method for implementing the pre- and post-multiplication with minimum computational overhead. The proposed method gives time savings of up to 50% over normal block multiplication.
Keywords :
computational complexity; discrete cosine transforms; matrix multiplication; motion compensation; transcoding; video coding; DCT block multiplication; DCT operations; IDCT operations; MC-DCT computational complexity reduction; bit rate conversion; frequency-domain video transcoders; motion compensation; motion vector matrices; pre-encoded digital video transmission; rate adaptation; rate shaping; stream decode operations; stream encode operations; video quality; Bit rate; Computational complexity; Decoding; Discrete cosine transforms; Laboratories; Motion compensation; Streaming media; Transcoding; Video compression; Video on demand;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1464734