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Dynamically Variable Step Search Motion Estimation Algorithm and a Dynamically Reconfigurable Hardware for Its Implementation

delete2009-08-01
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Hamzaoglu, Ilker
DOI:10.1109/TCE.2009.5278038delete
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Abstract

Abstract

En 中文
Motion Estimation (ME) is the most computationally intensive part of video compression and video enhancement systems. For the recently available High Definition (HD) video formats, the computational complexity of De full search (FS) ME algorithm is prohibitively high, whereas the PSNR obtained by fast search ME algorithms is low. Therefore, ill this paper, we present Dynamically Variable Step Search (DVSS) ME algorithm for Processing high definition video formats and a dynamically reconfigurable hardware efficiently implementing DVSS algorithm. The architecture for efficiently implementing DVSS algorithm. The simulation results showed that DVSS algorithm performs very close to FS algorithm by searching much fewer search locations than FS algorithm and it outperforms successful past search ME algorithms by searching more search locations than these algorithms. The proposed hardware is implemented in VHDL and is capable, of processing high definition video formats in real time. Therefore, it can be used in consumer electronics products for video compression, frame rate up-conversion and de-interlacing(1).
Keywords:
Motion Estimation
Video Compression
Video Enhancement
Hardware Implementation
FPGA

Journal

IEEE Transactions on Consumer Electronics cover
IEEE Transactions on Consumer Electronics
IF:
10.9
Papers:
5.3K
Citations:
6.8K

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Sabanci University
Scholars:
2.8K
Papers: 2.6K
Citations: 12
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