Title :
Dependent bit allocation in multiview video coding
Author :
Kim, Jae Hoon ; Garcia, Jonathan ; Ortega, Antonio
Author_Institution :
Dept. of Electr. Eng., Southern California Univ., Los Angeles, CA, USA
Abstract :
We consider the bit allocation problem in multiview video coding (MVC). A dependent coding technique using trellis expansion and the Viterbi algorithm (VA) is proposed, which takes into account dependencies across time and views. We note that, typically, optimal quantizer choices have the following properties: i) quantization choices tend to be similar for frames that are consecutive (in time or in view), ii) better quantization tends to be used for frames closer to the root of the dependency tree. We propose a search algorithm to speed up the optimization of quantization choices. Our results indicate significant gains can be achieved by an appropriate selection of bit allocation across frames.
Keywords :
Viterbi decoding; data compression; quantisation (signal); trellis codes; video coding; Viterbi algorithm; dependent bit allocation; multiview video coding; quantization; trellis expansion; Automatic voltage control; Bit rate; Cameras; Image coding; Image processing; Image reconstruction; Predictive coding; Quantization; Signal processing; Video coding;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530049