Title :
Adaptive overlapping approach for DCT-based motion estimation
Author :
Koc, Ut-Va ; Liu, K. J Ray
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Abstract :
The feedback loop for temporal prediction of traditional implementations of an MPEG-compliant video coder requires conversion of images from the spatial domain to the transform domain and then back to the spatial domain due to the restriction of motion estimation schemes performed only in the spatial domain, severely limiting the throughput of the coder. However, the availability of the low-complexity DCT-based motion estimation scheme (DXT-ME) that we proposed in the past can remove this bottleneck and concurrently reduce the complexity of the overall coder structure. We adopt an adaptive overlapping approach to further improve this DCT-based motion estimation scheme, as demonstrated in the simulation results. Furthermore, the analysis of stability of DXT-ME is presented and the case of a uniformly bright environment is also discussed. Finally, the parallel architecture of DXT-ME is outlined
Keywords :
adaptive signal processing; code standards; discrete cosine transforms; motion estimation; parallel architectures; prediction theory; stability; telecommunication standards; transform coding; video coding; DCT based motion estimation; MPEG compliant video coder; adaptive overlapping approach; coder throughput; feedback loop; image conversion; parallel architecture; simulation results; spatial domain; stability analysis; temporal prediction; transform domain; uniformly bright environment; video coding standards; Availability; Discrete cosine transforms; Educational institutions; Feedback loop; Image converters; Motion estimation; Parallel architectures; Stability analysis; Throughput; Video coding;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.529586