• 제목/요약/키워드: FAST algorithm

검색결과 3,699건 처리시간 0.03초

Fast 2차원 동 표적 추적 알고리즘 (Fast 2-D Moving Target Tracking Algorithm)

  • 김경수;이상욱;송유섭
    • 대한전자공학회논문지
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    • 제22권1호
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    • pp.75-85
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    • 1985
  • 실시간 설치가 가능한 움직이는 물체를 추적하는 알고리즘에 관하여 연구하였다. 본 논문에서는 연산자 표현과 variation이 알고리즘[10]에 근거하여 fast 알고리즘을 개발하였다. Variational알고리즘에 대한 초기 추정치는 상호 상관 계수가 최대가 되는 위치를 directed search를 통하여 구하였다. 개발한 fast 알고리즘은 먼저 영상을 16개의 작은 부영상으로 분해하고 새로 제시한 움직임 검출 방법과 variational 알고리즘을 각 부영상에 순차적으로 적웅하는 알고리즘이다. 따라서 부영상을 단위로 하는 recursive 알고리즘이다. 개발한 알고리즘은[10]자 비교하여 평균 7대 1 정도의 계산상의 이득을 얻을 수 있다.

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코딩 모드 영상 특성기반의 고속 직접모드 결정 알고리즘 (A Coding Mode Image Characteristics-based Fast Direct Mode Decision Algorithm)

  • 최영호;한수희;김낙교
    • 전기학회논문지
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    • 제61권8호
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    • pp.1199-1203
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    • 2012
  • H.264 adopted many compression tools to increase image data compression efficiency such as B frame bi-directional predictions, the direct mode coding and so on. Despite its high compression efficiency, H.264 can suffer from its long coding time due to the complicated tools of H.264. To realize a high performance H.264, several fast algorithms were proposed. One of them is adaptive fast direct mode decision algorithm using mode and Lagrangian cost prediction for B frame in H.264/AVC (MLP) algorithm which can determine the direct coding mode for macroblocks without a complex mode decision process. However, in this algorithm, macroblocks not satisfying the conditions of the MLP algorithm are required to process the complex mode decision calculation, yet suffering a long coding time. To overcome the problem, this paper proposes a fast direct mode prediction algorithm. Simulation results show that the proposed algorithm can determine the direct mode coding without a complex mode decision process for 42% more macroblocks and, this algorithm can reduce coding time by up to 23%, compared with Jin's algorithm. This enables to encode B frames fast with a less quality degradation.

Fast landmark matching algorithm using moving guide-line image

  • Seo Seok-Bae;Kang Chi-Ho;Ahn Sang-Il;Choi Hae-Jin
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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    • pp.208-211
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    • 2004
  • Landmark matching is one of an important algorithm for navigation of satellite images. This paper proposes a fast landmark matching algorithm using a MGLI (Moving Guide-Line Image). For searching the matched point between the landmark chip and a part of image, correlation matrix is used generally, but the full-sized correlation matrix has a drawback requiring plenty of time for matching point calculation. MGLI includes thick lines for fast calculation of correlation matrix. In the MGLI, width of the thick lines should be determined by satellite position changes and navigation error range. For the fast landmark matching, the MGLI provides guided line for a landmark chip we want to match, so that the proposed method should reduce candidate areas for correlation matrix calculation. This paper will show how much time is reduced in the proposed fast landmark matching algorithm compared to general ones.

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A fast running FIR Filter structure reducing computational complexity

  • Lee, Jae-Kyun;Lee, Chae-Wook
    • 한국정보기술응용학회:학술대회논문집
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    • 한국정보기술응용학회 2005년도 6th 2005 International Conference on Computers, Communications and System
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    • pp.45-48
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    • 2005
  • In this paper, we propose a new fast running FIR filter structure that improves the convergence speed of adaptive signal processing and reduces the computational complexity. The proposed filter is applied to wavelet based adaptive algorithm. Actually we compared the performance of the proposed algorithm with other algorithm using computer simulation of adaptive noise canceler based on synthesis speech. As the result, We know the proposed algorithm is prefer than the existent algorithm.

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고속순차 최소자승법에 의한 선형위상 유한응답 여파기의 설계 (Fast Sequential Least Squares Design of FIR Filters with Linear Phase)

  • 선우종성
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1987년도 학술발표회 논문집
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    • pp.79-81
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    • 1987
  • In this paper we propose a fast adaptive least squares algorithm for linear phase FIR filters. The algorithm requires 10m multiplications per data point where m is the filter order. Both linear phase cases with constant phase delay and constant group delay are examined. Simulation results demonstrate that the proeposed algorithm is superior to the LMS gradient algorithm and the averaging scheme used for the modified fast Kalman algorithm.

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AN EXPLICIT FORMULA AND ITS FAST ALGORITHM FOR A CLASS OF SYMMETRIC BALANCED INCOMPLETE BLOCK DESIGNS

  • KANG SUNGKWON;LEE JU-HYUN
    • Journal of applied mathematics & informatics
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    • 제19권1_2호
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    • pp.105-125
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    • 2005
  • Motivated by the field experimental designs in agriculture, the theory of block designs has been applied to several areas such as statistics, combinatorics, communication networks, distributed systems, cryptography, etc. An explicit formula and its fast computational algorithm for a class of symmetric balanced incomplete block designs are presented. Based on the formula and the careful investigation of the modulus multiplication table, the algorithm is developed. The computational costs of the algorithm is superior to those of the conventional ones.

A Fast Normalized Cross Correlation-Based Block Matching Algorithm Using Multilevel Cauchy-Schwartz Inequality

  • Song, Byung-Cheol
    • ETRI Journal
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    • 제33권3호
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    • pp.401-406
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    • 2011
  • This paper presents a fast block-matching algorithm based on the normalized cross-correlation, where the elimination order is determined based on the gradient magnitudes of subblocks in the current macroblock. Multilevel Cauchy-Schwartz inequality is derived to skip unnecessary block-matching calculations in the proposed algorithm. Also, additional complexity reduction is achieved re-using the normalized cross correlation values for the spatially neighboring macroblock because the search areas of adjacent macroblocks are overlapped. Simulation results show that the proposed algorithm can improve the speed-up ratio up to about 3 times in comparison with the existing algorithm.

가산잡음에 대한 고속 메디안 필터 알고리즘 (A Fast Median Filter Algorithm for Noised Digital Image)

  • 권기홍
    • 전자공학회논문지T
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    • 제35T권2호
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    • pp.13-19
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    • 1998
  • 가산잡음으로 훼손된 영상을 복원하는 Filter Algorithm 중 Mean Filter Algorithm은 화소들의 묶음을 산술평균한 값을 화소로 삼는다. 그러나 산술평균은 화소간의 편차를 고려하지 않으므로 편차가 심한 화소-윤곽선이 훼손되고, 화소들에 포함되지 않은 값이 화소로 채택될수 있다. 이를 보완한 Median Filter Algorithm은 화소들의 묶음을 정렬하여 중앙값을 화소로 삼아 편차가 심한 화소를 보존하고, 화소들에 포함되지 않은 값이 화소로 선택되는 오류를 방지한다. 그러나 Median Filter Algorithm은 화소들의 묶음을 정렬하고, 중위수를 구하는데 소모되는 시간이 Mean Filter Algorithm의 화소들의 평균을 구하는 시간보다 상대적으로 많이 소모되고, 잡음이 화소로 선택될 오류가 발생한다. 이러한 단점을 보완한 Fast Median Filter Algorithm을 제안한다. Fast Median Filter Algorithm은 훼손영상을 전체집합으로, 국부영상을 부분집합 1, 2로 두어 Median Filter Algorithm보다 효율적으로 화소들을 정렬한다. 시험결과는 IBM 기종(80586)에서 구동되었으며 기존의 Filter Algorithm들과 비교분석한 결과 Mean Filter Algorithm과 대등한 속도와 Median Filter Algorithm의 결과영상을 얻음으로서 Fast Median Filter Algorithm의 우수성을 확인할 수 있었다.

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Multiple Node Flip Fast-SSC Decoding Algorithm for Polar Codes Based on Node Reliability

  • Rui, Guo;Pei, Yang;Na, Ying;Lixin, Wang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권2호
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    • pp.658-675
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    • 2022
  • This paper presents a fast-simplified successive cancellation (SC) flipping (Fast-SSC-Flip) decoding algorithm for polar code. Firstly, by researching the probability distribution of the number of error bits in a node caused by channel noise in simplified-SC (SSC) decoder, a measurement criterion of node reliability is proposed. Under the guidance of the criterion, the most unreliable nodes are firstly located, then the unreliable bits are selected for flipping, so as to realize Fast-SSC-Flip decoding algorithm based on node reliability (NR-Fast-SSC-Flip). Secondly, we extended the proposed NR-Fast-SSC-Flip to multiple node (NR-Fast-SSC-Flip-ω) by considering dynamic update to measure node reliability, where ω is the order of flip-nodes set. The extended algorithm can correct the error bits in multiple nodes, and get good performance at medium and high signal-to-noise (SNR) region. Simulation results show that the proposed NR-Fast-SSC-Flip decoder can obtain 0.27dB and 0.17dB gains, respectively, compared with the traditional Fast-SSC-Flip [14] and the newly proposed two-bit-flipping Fast-SSC (Fast-SSC-2Flip-E2) [18] under the same conditions. Compared with the newly proposed partitioned Fast-SSC-Flip (PA-Fast-SSC-Flip) (s=4) [18], the proposed NR-Fast-SSC-Flip-ω (ω=2) decoder can obtain about 0.21dB gain, and the FER performance exceeds the cyclic-redundancy-check (CRC) aided SC-list (CRC-SCL) decoder (L=4).

Gradient Guided 탐색을 이용한 고속 CDMA 다중사용자 검출 (Fast Multiuser Detection in CDMA Systems Using Gradient Guided Search)

  • 최양호
    • 산업기술연구
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    • 제24권B호
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    • pp.143-148
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    • 2004
  • We present a fast algorithm for CDMA (code division multiple access) multiuser detection using the gradient guided search. The fast algorithm calculates the maximum likelihood (ML) metric so efficiently that it needs only O(K) additions in the presence of K users once some initialization is completed. The computational advantages of the fast algorithm over the conventional method are more noticeable as more iterations are required to obtain a suboptimal solution as in the initialization with matched filters.

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