Title :
An architecture for rate-distortion optimized motion estimation
Author :
Varadarajan, S. ; Srinivas, P.V. ; Kalapatapu, V. ; Bayoumi, M.A.
Author_Institution :
Center for Adv. Comput. Studies, Univ. of Southwestern Louisiana, Lafayette, LA, USA
Abstract :
In this paper, we propose an architecture for motion estimation using variable block matching scheme. It is based on recent advances in rate allocation theory, developed for computing rate-distortion optimized movement compensation. The optimum motion vector and the best quad tree decomposition are determined in a closed loop optimization procedure. Only the quadtree and the motion vector, which are considered to provide the absolute minimum update information, are coded and transmitted. The proposed tree architecture supports pipelined operations. The architecture is suitable for VLSI implementation, owing to modular properties. The Processing Elements (PEs) also support pipelining. An Application Specific circuit prototype has been designed for 4×4 image blocks. The proposed architecture is scalable and can be easily be adopted for large image blocks
Keywords :
VLSI; application specific integrated circuits; motion estimation; pipeline processing; quadtrees; rate distortion theory; VLSI implementation; application specific circuit prototype; closed loop optimization; image blocks; modular properties; movement compensation; optimum motion vector; pipelined operations; processing elements; quad tree decomposition; rate allocation theory; rate-distortion optimized motion estimation; tree architecture; variable block matching scheme; Computer architecture; ISDN; Image coding; Motion compensation; Motion estimation; Pipeline processing; Pulse modulation; Rate-distortion; Very large scale integration; Video compression;
Conference_Titel :
Circuits and Systems, 1993., Proceedings of the 36th Midwest Symposium on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-1760-2
DOI :
10.1109/MWSCAS.1993.343228