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High performance hardware architectures for one bit transform based single and multiple reference frame motion estimation

Akın, Abdulkadir and Sayılar, Gökhan and Hamzaoğlu, İlker (2010) High performance hardware architectures for one bit transform based single and multiple reference frame motion estimation. IEEE Transactions on Consumer Electronics, 56 (2). pp. 1144-1152. ISSN 0098-3063

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Official URL: http://dx.doi.org/10.1109/TCE.2010.5506051

Abstract

Motion Estimation (ME) is the most computationally intensive part of video compression and video enhancement systems. One bit transform (1BT) based ME algorithms have low computational complexity. Therefore, in this paper, we propose high performance systolic hardware architectures for 1BT based fixed block size (FBS) single reference frame (SRF) ME, variable block size (VBS) SRF ME, and multiple reference frame (MRF) ME. The proposed FBS-SRF ME hardware performs full search ME for 4 Macroblocks in parallel and it is faster than the 1BT based ME hardware reported in the literature. In addition, it uses less on-chip memory than the previous 1BT based ME hardware by using a novel data reuse scheme and memory organization. The proposed VBS-SRF ME hardware is also faster and uses less on-chip memory than previous 1BT based VBS-SRF ME hardware. The proposed MRF ME hardware is the first 1BT based MRF ME hardware in the literature. In order to trade-off ME performance and computational complexity, the proposed MRF ME hardware is designed as reconfigurable in order to statically configure the number and selection of reference frames based on the application requirements. The proposed hardware architectures are implemented in Verilog HDL. They are capable of processing 83 1920x1080 full High Definition frames per second. Therefore, they can be used in consumer electronics products that require real-time video processing or compression.(1)

Item Type:Article
Uncontrolled Keywords:Motion Estimation; Multiple Reference Frame; One Bit Transform; Hardware Implementation; FPGA
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication
T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK1-4661 Electrical engineering. Electronics Nuclear engineering
ID Code:14703
Deposited By:İlker Hamzaoğlu
Deposited On:08 Oct 2010 12:43
Last Modified:25 May 2011 14:17

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