Title :
Constant quality rate-control for video encoding based on activity segmentation
Author :
Overmeire, Luk ; Verdicchio, Fabio ; Barbarien, Joeri ; Schelkens, Peter ; Nachtergaele, L.
Author_Institution :
VRT, Brussels, Belgium
Abstract :
An enhanced, off-line, segment-based rate control approach is proposed for controlling the distortion variation across successive segments of a video sequence when encoding with single-layer (MPEG-4 Baseline, MPEG-4 AVC) and wavelet video codecs. Consistent quality is achieved by a time-efficient, predictive rate-distortion modeling per segment. The individual segments are either shots or subshots, that are defined based on shot segmentation and activity analysis techniques. The rate control method solves the quality stability problem of state-of-the-art codecs, especially for less mature rate control modules (such as present in MPEG-4 AVC). The processing overhead compared to classical two-pass VBR encoding is limited while the distortion variation is significantly reduced.
Keywords :
image enhancement; image segmentation; image sequences; quality control; rate distortion theory; video codecs; video coding; wavelet transforms; activity analysis technique; activity segmentation; constant quality rate-control; distortion variation control; enhanced off-line; predictive rate-distortion modeling; quality stability problem; state-of-the-art codec; video encoding; video sequence; wavelet video codec; Automatic voltage control; Codecs; Distortion measurement; Encoding; Layout; MPEG 4 Standard; Rate-distortion; Stability; Video compression; Video sequences;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1419503