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Fractal Video Compression using Block Matching Motion Estimation - A Study

Rakhi Ashok Aswani, Prof.S.D. Kamble
2014 IOSR Journal of VLSI and Signal processing  
In block matching motion estimation various algorithm has been proposed having different search pattern and strategies.  ...  So block based method for video compression is getting more importance due to its effectiveness and easy implementation. Fractal video compression follows the property of self-similarity.  ...  The output of the motion-estimation algorithm known as Block Matching Algorithms(BMA), comprises the motion vector for each block, and the pixel value differences between the blocks in the current frame  ... 
doi:10.9790/4200-04238290 fatcat:xbgwzkcdx5axfcguyrwc6fthau

Literature survey on motion estimation techniques

S Mahaboob Basha, M Kannan
2018 International Journal of Engineering & Technology  
In this paper, comparison is made between the already existing block matching algorithms and their limitations in motion estimation along with their applications.  ...  In this paper literature survey of motion estimation especially considering block matching ME (Motion Estimation).  ...  Achieving high accuracy with reduced search points and involving variable block sizes is the major challenging factor that has to be accomplished by various motion estimation algorithms for Video Compression  ... 
doi:10.14419/ijet.v7i2.12.11358 fatcat:3wuinb7zt5bvxizfpbdvvu44re

A Review on Design and Implementation of Compensated Frame Prediction & Reconstruction

Neha N, Ms. Amrita Chaudhary
2017 IJARCCE  
In image and video processing, the estimation of motion plays a vital role in video compression as well as multi-frame image enhancement.  ...  This paper presents a review detecting and extracting each frame in video sequence for detecting motion between these frames.  ...  This motion vector is estimated by searching for the best match block in a larger search window pels centered at the same location in a reference frame [5] . A.  ... 
doi:10.17148/ijarcce.2017.6405 fatcat:244jg6ywenaq7dmtfllcjufwma

An Overview of Block Matching Algorithms for Motion Vector Estimation

Sonam T. Khawase, Shailesh D. Kamble, Nileshsingh V. Thakur, Akshay S. Patharkar
2017 Proceedings of the Second International Conference on Research in Intelligent and Computing in Engineering  
Motion estimation is only known for video coding process but for solving real life applications many researchers from the different domain are attracted towards block matching algorithms for motion vector  ...  In video compression technique, motion estimation is one of the key components because of its high computation complexity involves in finding the motion vectors (MV) between the frames.  ...  In motion estimation algorithm, the macro block size is an important factor for motion vector computation.  ... 
doi:10.15439/2017r85 dblp:conf/rice/KhawaseKTP17 fatcat:qydobk6aifczte7ztbjsqybsrm

A Survey: Various Techniques of Video Compression
English

Suganya Mahesh
2014 International Journal of Engineering Trends and Technoloy  
With efficient compression techniques, a significant reduction in file size can be achieved with little or no adverse effect on the visual quality.  ...  So it is very helpful to analyzed and compared with any proposed works for video compression techniques.  ...  [4] have proposed "A Novel Four-Step Search Algorithm for Fast Block Motion Estimation" in 1995.  ... 
doi:10.14445/22315381/ijett-v7p207 fatcat:wl7xeinxzbaw7hwrrmy4l6bi74

Modified Three-Step Search Block Matching Motion Estimation and Weighted Finite Automata based Fractal Video Compression

Shailesh Kamble, Nileshsingh Thakur, Preeti Bajaj
2017 International Journal of Interactive Multimedia and Artificial Intelligence  
The objective of the proposed work is to develop an approach for video coding using modified three step search (MTSS) block matching algorithm and weighted finite automata (WFA) coding with a specific  ...  Block matching motion estimation algorithms are used, to reduce the computations performed in the process of encoding.  ...  In Block matching algorithms, the size of macro block is the important parameter for motion estimation. Smaller the macro block size results in more motion vectors and more macro blocks per frame.  ... 
doi:10.9781/ijimai.2017.444 fatcat:anidx5hylfhnrmbgaf6dotffni

A Review on Block Matching Motion Estimation and Automata Theory based Approaches for Fractal Coding

Shailesh Kamble, Nileshsingh Thakur, Preeti Bajaj
2016 International Journal of Interactive Multimedia and Artificial Intelligence  
One can develop the new shape pattern for motion estimation and modify the existing block matching motion estimation with automata coding to explore the fractal compression technique with specific focus  ...  This review paper/article presents the analysis of most significant existing approaches in the field of fractal based gray/color images and video compression, different block matching motion estimation  ...  In Block matching algorithms, the size of macro block is the important parameter for motion estimation. Smaller macro block size results in more motion vectors and more macro blocks per frame.  ... 
doi:10.9781/ijimai.2016.4214 fatcat:q3cigv5kbjf5xaylzg3bme54ce

Pattern based Residual Coding for H.264 Encoder

Manoranjan Paul, Manzur Murshed
2007 Fourth International Conference on Information Technology (ITNG'07)  
In this paper, we propose a novel pattern based residual coding covered by best matched template using full block motion vector instead of pattern covered moving region.  ...  In this approach, moving region covered by best matched pattern template is used to estimate the motion and encode the corresponding residual error.  ...  By contrast, choosing smaller partition sizes may result in a smaller number of bits for residual error at the expense of a larger number of bits for motion vectors and the type of partition.  ... 
doi:10.1109/itng.2007.148 dblp:conf/itng/PaulM07 fatcat:ctfjek5se5efziwgr5re4pykiy

A Frequency Based Hierarchical Fast Search Block Matching Algorithm for Fast Video Communication

Nijad Al-Najdawi, Sara Tedmori, Omar A., Osama Dorgham, Jafar A.
2016 International Journal of Advanced Computer Science and Applications  
The proposed hierarchical method for motion estimation not only produces consistent motion vectors within each large object, but also accurately estimates the motion of small objects with a substantial  ...  In this work, a two-level hierarchical fast search motion estimation algorithm is proposed in the frequency domain.  ...  Various researches has been conducted in this field to incorporate Kalman filtering with block matching algorithms for the purpose of obtaining better motion vectors estimates such as the work in [  ... 
doi:10.14569/ijacsa.2016.070459 fatcat:i5c5ay6g2zehpmn6rkks5oqyte

Design and Development of Scaled Value Criterion for Video Compression using Block Matching Techniques

Awanish Kr.Mishra, Vinod Kumar, Kailash N Tiwari, Amod Tiwari
2013 International Journal of Computer Applications  
A large level of compression can be achieved through inter-frame coding. In this paper, a new matching criteria is proposed for the video compression using block matching techniques.  ...  Three step search algorithm has been used for searching the matching block as a block matching technique, because three step search algorithm is very simple and efficient search algorithm, which provides  ...  Chen proposed vector matching criterion for block matching to overcome this drawback. In this approach, each NxN block is represented by a vector.  ... 
doi:10.5120/10603-5307 fatcat:earete7rircfbjr3w4oqoh74me

Block-based Motion Estimation in Video Frames using Artificial Neural Networks: A Selective Review

Krishna Kumar, Krishan Kumar, Rahul Mishra
2016 International Journal of Computer Applications  
The motion estimation is done by using two basic approaches, namely, pixel-based motion estimation and block-based motion estimation.  ...  Motion Estimation is an important field of study in the area of motion analysis and motion compression.  ...  As the name indicates in the Block-Matching method, we estimate the motion vector on the block-by-block basis. A frame is divided into (N × N) pixels size blocks.  ... 
doi:10.5120/ijca2016908668 fatcat:mv2ljs4ch5h6hbj4cdwzjnhute

Dynamically Parameterized Algorithms and Architectures to Exploit Signal Variations

Prashant Jain, Andrew Laffely, Wayne Burleson, Russell Tessier, Dennis Goeckel
2004 Journal of VLSI Signal Processing Systems for Signal, Image and Video Technology  
A novel motion estimation architecture facilitates the dynamic variation of parameters to achieve power-compression tradeoffs.  ...  Our work shows that parameter variation in motion estimation helps achieve power reduction by an order of magnitude, trading off higher compression for lower power.  ...  Acknowledgements We would like to acknowledge the following people for their contribution and support throughout this project.  ... 
doi:10.1023/b:vlsi.0000008068.26922.0b fatcat:jhxyq53pibcnzchuokqtnfe56u

Motion compensation for video codec based on disparity estimation

Osama Hosam
2012 2012 IEEE Symposium on Computers and Communications (ISCC)  
A matching or correspondence is done between pair of selected frames to compensate for the frames between them. Finally the motion vectors will be created by applying the "Steepest Decent Method".  ...  In addition the mosquito effect, blocking effect and The Motion Estimation (ME) mismatches have been removed from video sequences at low bit rate.  ...  The proposed scheme in [12] starts with large block sizes and then divides it down into smaller blocks. This approach is called the top down approach.  ... 
doi:10.1109/iscc.2012.6249355 dblp:conf/iscc/Hosam12 fatcat:5oxiugwl3zes5jtu7m7f47hj3u

A Low-complexity Wavelet Based Algorithm for Inter-frame Image Prediction

S. Usama, B. Šimák
2002 Acta Polytechnica  
In this paper, a novel multi-resolution variable block size algorithm (MRVBS) is introduced.  ...  in each sub-band of the lower layer; (3) Scaling the estimated motion vectors and using them as a new search center for the finest resolution.  ...  The most effective technique for motion estimation makes use of block matching algorithms (BMA).  ... 
doaj:d8b3daf722914ad184ec3bb399e1702d fatcat:g7steoa3mzc5liyrf7qd5m5szy

Design and Analysis of Adaptive Three Step Search Block Matching Criterion in Video Data

Awanish Kr.Mishra, Amod Tiwari
2014 International Journal of Computer Applications  
In this paper, three step search with track knowledge has been analyzed by comparing its performance with original three step search using matching criterion in the temporal coding of video signal, which  ...  Three step search with track knowledge has been proved more effeicient and effective for all type of video data.  ...  Chen proposed vector matching criteria for block matching to overcome this drawback. In this approach, each NxN block is represented by a vector.  ... 
doi:10.5120/17268-7645 fatcat:f3ah43crozbztmnr32iuu4mhm4
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