Title :
An enhanced rate control scheme with motion assisted slice grouping for low bit rate coding in H.264
Author :
Kannur, Avin Kumar ; Li, Baoxin
Author_Institution :
Dept. of Compute Sci. & Eng., Arizona State Univ., Tempe, AZ
Abstract :
This paper presents an enhanced rate control scheme for H.264 using motion detection and motion analysis. PSNR based measure is used for determining motion complexity and detecting scene changes. Motion vectors and rate distortion measures are further used to classify regions with motion inside a frame and macro-blocks are then grouped into slices using the flexible macro-block ordering feature of H.264. We present a filtered slice grouping technique to maintain a stable region of motion. The proposed method provides smoother quality videos with better average PSNR. The bit rates are within bound and fewer frames are skipped in sequences with scene changes at low bit rates.
Keywords :
error statistics; filtering theory; image classification; image motion analysis; object detection; video coding; H.264 standard; PSNR based measure; filtered slice grouping; low bit rate coding; macro-block ordering; motion analysis; motion assisted slice grouping; motion complexity; motion detection; motion vector; rate control; region classification; scene change detection; video quality; Bit rate; Distortion measurement; Layout; Motion analysis; Motion control; Motion detection; Motion measurement; PSNR; Rate-distortion; Videos; Filtered Slice Grouping; Flexible Macro-block Ordering (FMO); Frame Skipping; Scene change;
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2008.4712201