an efficient block matching algorithm for fast motion estimation using combined three step search...
DESCRIPTION
block matching algorithmTRANSCRIPT
Presented BySantosh Kumar Chhotray
National Institute of Technology, Durgapur
Introduction
Video Compression Process
Block Matching Algorithms
Problem Definition
Proposed Algorithm
Simulation Result
Conclusion
References
Why Block Matching Algorithm?
Factors affecting motion estimation
Object Movement
Environment movement
Video Compression Process
Exhaustive Search
Three Step Search
Four Step Search
Diamond Search
Modified Three Step Search
1. Case-1:Search at centre
2. Case-2:Search at corner
3. Case-3:Search at axis
Sub_case-1:Search at corner
Sub_case-2Search at axis
Search for local minima
Case-1:Best possible search
Case-2:Search at corners
Case-3:Diamond Search initiated
Sub_case-1: Search at corner
Case-3:Diamond Search
Sub_case-2: Search at axis
Search for local minima
Moderate PSNR value
Reduced computational time
[1] Shilpa P. Meher and Sanjay Talbar, ―Fast motion estimation using modified orthogonal search algorithm for video compression‖, Springer Journal ,SIViP (2010) 4:123–128.
[2] Renxiang Li, Bing Zeng, and Ming L. Liou, ―A New Three-Step Search Algorithm for Block Motion Estimation‖, IEEE Trans. Circuits And Systems For Video Technology, vol 4., no. 4, pp. 438-442, August 1994
[3] Jiang li et. al. ―Bi-level video: video communication at very low bit rates‖. original work of Microsoft research china,MM01,pp.392-401,Ottawa,Canada.2001
[4] Anil Kishore Saxena, ,"Rate Optimal Motion Estimation and Compensation in Transform Domain",ABV-IIITM Gwalior, February, 2005
[5] Amit k. Pandit, Sekhar Verma,G.S Tomar,Dheeraj Kannoujia,"Fastmotion estimation using modified new block matching algorithm:MTSSDS for efficient video compression in mobile domain",CICN,Nov, 2011
[6] V.Argyriou and T.Vlachos, ―using gradient correlation for sub-pixel motion estimation of video sequence‖ in Proc2005, july2005, pp.1432-1435
[7] Shan Zhu, and Kai-Kuang Ma, ― A New Diamond Search Algorithm for Fast Block-Matching Motion Estimation‖, IEEE Trans. Image Processing, vol 9, no. 2, pp. 287-290, February 2000
[8] Yao Nie, and Kai-Kuang Ma, ―Adaptive Rood Pattern Search for Fast Block-Matching Motion Estimation‖, IEEE Trans. Image Processing,vol 11, no. 12, pp. 1442-1448, December 2002
[9] Chun-Ho Cheung, and Lai-Man Po, ―A Novel Small Cross-Diamond Search Algorithm for Fast Video Coding and Video Conferencing Applications‖, Proc. IEEE ICIP, September 2002
[10] Iain E. G. Richardson, Video Codec Design, West Sussex: John Wiley & Sons Ltd., 2002, Ch. 4, 5, & 6
[11] C. W. Lam, L. M. Po and C. H. Cheung, "A New Cross-Diamond Search Algorithm for Fast Block Matching Motion Estimation", Proceeding of 2003 IEEE International Conference on Neural Networks and Signal Processing, pp. 1262-1265, Dec. 2003, Nanjing, China