Title :
Video compression complexity reduction with adaptive down-sampling
Author :
Garcia, Diogo C. ; Fonseca, Tiago A da ; De Queiroz, Ricardo L.
Author_Institution :
Dept. of Electr. Eng., Univ. de Brasilia, Brasilia, Brazil
Abstract :
Encoding video sequences is a computation- demanding task in high-performance codecs. Optimizing this stage may result in a substantial encoding speed-up. In this paper, we propose a faster approach to encode sequences with the H.264/AVC codec, using mixed-resolution. By having some of the frames down-sampled, the overall computation is reduced, without greatly affecting the rate-distortion performance, which remains evaluated using the sequence´s original resolution. In addition to this approach, a method which regards only the most frequent prediction modes of a frame is incorporated, so that the combined complexity reduction can be significant with negligible performance losses.
Keywords :
computational complexity; data compression; image sequences; video coding; H.264/AVC codec; adaptive down sampling; complexity reduction; encode sequences; performance codecs; video compression complexity reduction; video sequences encoding; Bit rate; Codecs; Complexity theory; Conferences; Image coding; Image resolution; Rate-distortion;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116662