• Title/Summary/Keyword: Block Matching Algorithm

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A blocking effect reduction method for disparity computation under the block matching algorithm (블록 매칭 기반에서 디스페리티의 블록킹 현상을 줄이는 알고리즘)

  • 송원석;유용현;문정환;김민기
    • Proceedings of the IEEK Conference
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    • 2003.07e
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    • pp.1996-1999
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    • 2003
  • Stereo matching is an important technique in the are of computer vision. There are already many theorems to find disparity map using stereo images. Usually, disparity is searched by using block matching. However block matching result in blocking effects caused by using fixed size window for computing pixel correlations. This paper suggests an efficient method to remove the blocking effect in stereo matching procedures.

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Subblock Based Temporal Error Concealment of Intra Frame for MPEG-2 (서브 블록을 이용한 MPEG-2 인트라 프레임의 시간적 오류 은닉)

  • Ryu, Chul;Kim, Won-Rak
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.167-169
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    • 2005
  • The occurrence of a single bit error in transmission bitstream leads to serious temporal and spatial errors. Because moving picture coding as MPEG-2 based on block coding algorithm uses variable length coding and motion compensation coding algorithm. In this paper, we propose algorithm to conceal occurred error of I-frames in transmission channel using data of the neighboring blocks in decoder. We divide a damaged macroblock of I-frame into four sub blocks and compose new macroblock using the neighboring blocks for each sub block. We estimate the block with minimum difference value through block matching with previous frame for new macroblocks and replace each estimated block with damaged sub block in the same position. Through simulation results, the proposed algorithm will be applied to a characteristic of moving with effect and shows better performance than conventional error concealment algorithms from visual and PSNR of view.

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A Study on the New Binary Block Matching Algorithm for Motion Estimation of Real time Video Coding (실시간 비디오 압축의 움직임 추정을 위한 새로운 이진 블록 정합 알고리즘에 관한 연구)

  • 이완범;김환용
    • Journal of the Institute of Convergence Signal Processing
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    • v.5 no.2
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    • pp.126-131
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    • 2004
  • Full search algorithm(FA) provides the best performance but this is usually impractical because of the large number of computations required for large search region. Fast search and conventional Boolean matching algorithms reduce computational complexity and data processing time but this algorithms have disadvantages that is difficult of implementation of hardware because of high control overhead and that is less performance than FA. 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.

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Optimal Search Patterns for Fast Block Matching Motion Estimation (고속 블록정합 움직임 추정을 위한 최적의 탐색 패턴)

  • 임동근;호요성
    • Proceedings of the IEEK Conference
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    • 2000.06d
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    • pp.39-42
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    • 2000
  • Motion estimation plays an important role for video coding. In this paper, we derive optimal search patterns for fast block matching motion estimation. By analyzing the block matching algorithm as a function of block shape and size, we can find an optimal search pattern for initial motion estimation. The proposed idea, which has been verified experimentally by computer simulations, can provide an analytical basis for the current MPEG-2 proposals. In order to choose a more compact search pattern for BMA, we exploit the statistical relationship between the motion and the frame difference of each block.

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가산 투영법을 이용한 고속 Block Matching Algorithm

  • 이인홍;박태홍
    • Proceedings of the Korean Institute of Communication Sciences Conference
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    • 1986.10a
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    • pp.76-78
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    • 1986
  • In this paper a fst block matching algorithm using integral projection is peoposed to fing the motion vector. In this case we can reduce the computation time greatly. Especially when we apply the integral projection to the OTS method, the averagr ratio of the computational savings is about 4.

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Enhanced Binary Block Matching Method for Constrained One-bit Transform based Motion Estimation (개선된 이진 블록 매칭 방법을 사용한 제한된 1비트 변환 알고리듬 기반 움직임 추정)

  • Kim, Hyungdo;Jeong, Jechang
    • Journal of Broadcast Engineering
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    • v.20 no.2
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    • pp.257-264
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    • 2015
  • In this paper, Enhanced binary block matching method for Constrained one-bit transform (C1BT) based motion estimation is proposed. Binary motion estimation exploits the Number of non-matched points (NNMP) as a block matching criterion instead of the Sum of Absolute Differences (SAD) for low complex motion estimation. The motion estimation using SAD could use the smaller block for more accurate motion estimation. In this paper the enhanced binary block matching method using smaller motion estimation block for C1BT is proposed to the more accurate binary matching. Experimental results shows that the proposed algorithm has better Peak Signal to Noise Ration (PSNR) results compared with conventional binary transform algorithms.

Fast Detection of Copy-Move Forgery Image using DCT

  • Shin, Yong-Dal
    • Journal of Korea Multimedia Society
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    • v.16 no.4
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    • pp.411-417
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    • 2013
  • In this paper, we proposed a fast detection method of copy-move forgery image based on low frequency coefficients of the DCT coefficients. We proposed a new matching criterion of copy-moved forgery image detection (MCD) using discrete cosine transform. For each $8{\times}8$ pixel block, the DCT transform is calculated. Our algorithm uses low frequency four (DC, 3 AC coefficient) and six coefficients (DC, 5 AC coefficients) of DCT per $8{\times}8$ pixel block. Our algorithm worked block matching for DCT coefficients of the $8{\times}8$ pixel block is slid by one pixel along the image from the upper left corner to the lower right corner. Our algorithm can reduce computational complexity more than conventional copy moved forgery detection algorithms.

An Adaptive Block Matching Motion Estimation Method Using Optical Flow (광류를 이용한 적응적인 블록 정합 움직임 추정 기법)

  • Kim, Kyoung-Kyoo;Park, Kyung-Nam
    • Journal of Korea Society of Industrial Information Systems
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    • v.13 no.1
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    • pp.57-67
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    • 2008
  • In this paper, we present an adaptive block matching motion estimation using optical flow. In the proposed algorithm, we calculate the temporal and spatial gradient value for each pixel value from tile differential filter, and estimate the optical flow which is used to decide the location and the size of the search region from the gradient values by least square optical flow algorithm. In particular, the proposed algorithm showed a excellent performance with fast and complex motion sequences. From the computer simulation for various motion characteristic sequences. The proposed algorithm shows a significant enhancement of PSNR over previous blocking matching algorithms.

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A Block Matching using the Motion Information of Previous Frame and the Predictor Candidate Point on each Search Region (이전 프레임의 움직임 정보와 탐색 구간별 예측 후보점을 이용하는 블록 정합)

  • 곽성근;위영철;김하진
    • Journal of KIISE:Computing Practices and Letters
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    • v.10 no.3
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    • pp.273-281
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    • 2004
  • There is the temporal correlation of the video sequence between the motion vector of current block and the motion vector of previous block. In this paper, we propose the prediction search algorithm for block matching using the temporal correlation of the video sequence and the center-biased property of motion vectors. The proposed algorithm determines the location of a better starting point for the search of an exact motion vector using the point of the smallest SAD(sum of absolute difference) value by the predicted motion vector from the same block of the previous frame and the predictor candidate point on each search region. Simulation results show that PSNR(Peak-to-Signal Noise Ratio) values are improved up to the 1.06㏈ as depend on the video sequences and improved about 0.19∼0.46㏈ on an average except the full search(FS) algorithm.

The variable-sized block matching motion estimation using quadtree (Quadtree를 이용한 가변 block 움직임 추정)

  • 이원희;김상기;김재영;정진현
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.20-23
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    • 1996
  • The block matching algorithm for the motion estimation is relatively simple to implement, and thus widely applied in image sequence coding such as H.261, MPEG- I and MPEG-2. Most techniques of the block matching method use fixed-size blocks for the motion estimation. And their success relies on the assumption that the motion within each block is uniform. But if the block size is increased to reduce the number of motion vectors for high data compression, the estimated image brings about many errors. In this paper, the variable-sized blocks are used to solve this problem. And the top down method is used to select the block size.

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