• Title/Summary/Keyword: Fast Motion Estimation

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A VLSI Architecture for Fast Motion Estimation Algorithm (고속 움직임 추정 알고리즘에 적합한 VLSI 구조 연구)

  • 이재헌;나종범
    • Journal of Broadcast Engineering
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    • v.3 no.1
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    • pp.85-92
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    • 1998
  • The block matching algorithm is the most popular motion estimation method in image sequence coding. In this paper, we propose a VLSI architecture. for implementing a recently proposed fast bolck matching algorith, which uses spatial correlation of motion vectors and hierarchical searching scheme. The proposed architecture consists of a basic searching unit based on a systolic array and two shift register arrays. And it covers a search range of -32~ +31. By using the basic searching unit repeatedly, it reduces the number of gatyes for implementation. For basic searching unit implementation, a proper systolic array can be selected among various conventional ones by trading-off between speed and hardware cost. In this paper, a structure is selected as the basic searching unit so that the hardware cost can be minimized. The proposed overall architecture is fast enough for low bit-rate applications (frame size of $352{\times}288$, 3Oframes/sec) and can be implemented by less than 20,000 gates. Moreover, by simply modifying the basic searching unit, the architecture can be used for the higher bit-rate application of the frame size of $720{\times}480$ and 30 frames/sec.

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Spatio-temporal Mode Selection Methods of Fast H.264 Using Multiple Reference Frames (다중 참조 영상을 이용한 고속 H.264의 움직임 예측 모드 선택 기법)

  • Kwon, Jae-Hyun;Kang, Min-Jung;Ryu, Chul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.3C
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    • pp.247-254
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    • 2008
  • H.264 provides a good coding efficiency compared with existing video coding standards, H.263, MPEG-4, based on the use of multiple reference frame for variable block size motion estimation, quarter-pixel motion estimation and compensation, $4{\times}4$ integer DCT, rate-distortion optimization, and etc. However, many modules used to increase its performance also require H.264 to have increased complexity so that fast algorithms are to be implemented as practical approach. In this paper, among many approaches, fast mode decision algorithm by skipping variable block size motion estimation and spatial-predictive coding, which occupies most encoder complexity, is proposed. This approach takes advantages of temporal and spatial properties of fast mode selection techniques. Experimental results demonstrate that the proposed approach can save encoding time up to 65% compared with the H.264 standard while maintaining the visual perspectives.

A Study on the New Motion Estimation Algorithm of Binary Operation for Real Time Video Communication (실시간 비디오 통신에 적합한 새로운 이진 연산 움직임 추정 알고리즘에 관한 연구)

  • Lee, Wan-Bum;Shim, Byoung-Sup;Kim, Hwan-Yong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.4
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    • pp.418-423
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    • 2004
  • The motion estimation algorithm based block matching is a widely used in the international standards related to video compression, such as the MPEG series and H.26x series. Full search algorithm(FA) ones of this block matching algorithms is usually impractical because of the large number of computations required for large search region. Fast search algorithms and conventional binary block matching algorithms reduce computational complexity and data processing time but this algorithms have disadvantages that is less performance than full search algorithm. This paper presents new Boolean matching algorithm, called BCBM(Bit Converted Boolean Matching). Proposed algorithm has performance closed to the FA by Boolean only block matching that may be very efficiently implemented in hardware for real time video communication. Simulation results show that the PSNR of the proposed algorithm is about 0.08㏈ loss than FA but is about 0.96∼2.02㏈ gain than fast search algorithm and conventional Boolean matching algorithm.

Fast Rate Distortion Optimization Algorithm for Inter Predictive Coding of H.264/AVC (H.264/AVC의 인터 예측 부호화를 위한 고속 율왜곡 최적화 알고리즘)

  • Sin, Se-Ill;Oh, Jeong-Su
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.1C
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    • pp.56-62
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    • 2009
  • In H.264/AVC, rate distortion optimization algorithm is used to decide the best block mode from various block modes. It improves a bit rate but greatly increases an amount of computation. This paper proposes a fast rate distortion optimization algorithm that omits a rate distortion optimization adaptively by predicting its cost from the cost calculated for motion estimation. The simulation results show that the proposed algorithm, on average, keeps nearly the image quality and the bit rate made by the rate distortion optimization while reduces 69.86% and 69.63% of computation added by it in CIF and QCIF respectively.

Fast Block Matching Algorithm With Half-pel Accuracy for Video Compression (동영상 압축을 위한 고속 반화소 단위 블록 정합 알고리듬)

  • 이법기;정원식;김덕규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.9B
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    • pp.1697-1703
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    • 1999
  • In this paper, we propose the fast block matching algorithm with half pel accuracy using the lower bound of mean absolute difference (MAD) at search point of half pel accuracy motion estimation. The proposed method uses the lower bound of MAD at search point of half pel accuracy which calculated from MAD's at search points of integer pel accuracy. We can reduce the computational complexity by executing the block matching operation only at the necessary search point. The points are selected when the lower bound of MAD at that point is smaller than reference MAD of integer pel motion estimation. Experimental results show that the proposed method can reduce the computational complexity considerably and keeping the same performance with conventional method.

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Motion Estimation Using Modified Cost Functions (변형된 비용 함수를 이용한 움직임 추정 기법)

  • 조한욱;서정욱;정제창
    • Journal of Broadcast Engineering
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    • v.3 no.1
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    • pp.100-109
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    • 1998
  • The coding of video sequences has been the focus of research in recent years. High Definition TV(HDTV), video conferencing and video on demand(VOD) are some of the well known applications. In the moving picture compression, motion estimation algorithm plays a very important role, but due to its high computational complexity, there has been many approaches to overcome this difficulty. We propose a new block matching criterion that uses modified cost functions. This new block matching criterion classifies pixels into 2-levels, 4-levels and 8-levels with a suitable thresholding method. We also show that our new proposed algorithms can easily be combined with many other fast motion estimation algorithms with good performance.

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Motion Estimation Method Using Optimal Candidate Points (최적후보점을 이용한 비디오 데이터 움직임 예측 방법)

  • Choi, Hong-seok;Kim, Jong-nam
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.05a
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    • pp.836-839
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    • 2016
  • In this paper, we propose a motion estimation method that is important in performance of video encoding. Conventional motion estimation methods have serious problems of low prediction quality and problems of much computation increase. In the paper, we propose a method that reduces unnecessary computations only using optimal candidate points, while keeping prediction quality almost similar to that of the full search. The proposed method takes only 3~5% in computational amount and has decreased prediction quality about 0~0.01dB compared with the fast full search algorithm.

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