an efficient block matching algorithm for fast motion estimation using combined three step search...

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Presented By Santosh Kumar Chhotray National Institute of Technology, Durgapur

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block matching algorithm

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Page 1: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Presented BySantosh Kumar Chhotray

National Institute of Technology, Durgapur

Page 2: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Introduction

Video Compression Process

Block Matching Algorithms

Problem Definition

Proposed Algorithm

Simulation Result

Conclusion

References

Page 3: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Why Block Matching Algorithm?

Factors affecting motion estimation

Object Movement

Environment movement

Video Compression Process

Page 4: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM
Page 5: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Exhaustive Search

Three Step Search

Four Step Search

Diamond Search

Page 6: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

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

Page 7: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Case-1:Best possible search

Page 8: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Case-2:Search at corners

Page 9: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Case-3:Diamond Search initiated

Sub_case-1: Search at corner

Page 10: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Case-3:Diamond Search

Sub_case-2: Search at axis

Page 11: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Search for local minima

Page 12: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM
Page 13: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM
Page 14: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM
Page 15: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

Moderate PSNR value

Reduced computational time

Page 16: An efficient block matching algorithm for fast motion ESTIMATION USING COMBINED THREE STEP SEARCH AND DIAMOND SEARCH ALGORITHM

[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

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[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

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