• Title/Summary/Keyword: 예측모드선택

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DMD based modal analysis and prediction of Kirchhoff-Love plate (DMD기반 Kirchhoff-Love 판의 모드 분석과 수치해 예측)

  • Shin, Seong-Yoon;Jo, Gwanghyun;Bae, Seok-Chan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.11
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    • pp.1586-1591
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    • 2022
  • Kirchhoff-Love plate (KLP) equation is a well established theory for a description of a deformation of a thin plate under certain outer source. Meanwhile, analysis of a vibrating plate in a frequency domain is important in terms of obtaining the main frequency/eigenfunctions and predicting the vibration of plate. Among various modal analysis methods, dynamic mode decomposition (DMD) is one of the efficient data-driven methods. In this work, we carry out DMD based modal analysis for KLP where thin plate is under effects of sine-type outer force. We first construct discrete time series of KLP solutions based on a finite difference method (FDM). Over 720,000 number of FDM-generated solutions, we select only 500 number of solutions for the DMD implementation. We report the resulting DMD-modes for KLP. Also, we show how DMD can be used to predict KLP solutions in an efficient way.

System identification of truss structures via modal paramenters (모드 특성치에 의한 트러스 구조의 시스템 동일화)

  • Kim, Jeong-Tae
    • Journal of Ocean Engineering and Technology
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    • v.10 no.4
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    • pp.17-27
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    • 1996
  • 본 연구는 진동반응측정을 통해 구조물의 손상을 비파괴적으로 예측하는 분야에 속한다. 건물, 교량, 댐, 해양자켓, 원자력 발전소 등의 구조물에서 시기적절하고 정확한 손상의 발견은 치명적인 구조적 결함의 예방을 위해 필수적이다. 구조물의 진동반응을 측정하여 구조물의 손상발견을 예측하려는 연구는 지난 80년대 이후 활발히 수행되어 오고 있으며, 본연구는 구조물 고유진동수의 변화로 부터 구조물 강성도의 변화를 모니터링하는 연구분야에 속한다. 본 연구의 목적은 현존하는 시스템동일화 (system identification)에 의한 손상발견법의 적합성을 검증하는 것이다. 먼저, 실물실험된 삼차원 트러스교량이 선택되었다. 다음으로, 시스템 동일화 개념에 기초한 손상발견법이 요약되었다. 마지막으로, 시스템 동일화 손상발견법을 실물트러스에 적용하여 적합성을 실험하였다.

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Analysis for the Number of Luma Blocks Corresponding to DM Chroma Block (DM 모드로 부호화된 색차블록에 대응하는 휘도 블록의 개수에 대한 분석)

  • Lee, Yujin;Kim, Bumyoon;Jeon, Byeungwoo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2021.06a
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    • pp.359-360
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    • 2021
  • 본 논문에서는 차세대 비디오 부호화 기술인 VVC (Versatile Video Coding)의 색차 성분 화면 내 예측 기술인 DM (Derived Mode) 가 분할 구조가 이중 트리일 때 색차 블록에 대응하는 휘도 블록을 선택하는 기존 방식의 효율성을 분석하기 위해 색차 블록에 대응하는 휘도 영역 내 휘도 블록의 개수를 측정하였다. 실험 결과, 하나의 색차 블록에 대응하는 휘도 영역 내에 평균적으로 4.408 개의 휘도 블록이 존재함을 확인하였다. 따라서 DM 을 통한 부호화 시 대응하는 휘도 영역 내 복수개의 휘도 블록을 고려하여, 유도되는 최적의 예측 모드를 잘 선정하는 방법에 대한 연구가 필요하다.

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Sub-Sampled Pixels based Fast Mode Selection Algorithm for Intra Prediction in H.264/AVC (H.264/AVC 화면 내 예측을 위한 서브 샘플링 된 화소 기반 고속 모드 선택 기법)

  • Kim, Young-Joon;Kim, Won-Kyun;Jung, Dong-Jin;Jeong, Je-Chang
    • Journal of Broadcast Engineering
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    • v.17 no.3
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    • pp.471-479
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    • 2012
  • Intra prediction is one of the significant techniques in H.264/AVC reference software; however, it has heavy computational complexity. In order to solve this problem, many fast algorithms have been proposed. In this paper, we propose a fast intra mode decision algorithm which predicts the edge direction of the current block using sub-sampled pixels to reduce high computational complexity of the H.264/AVC encoder. The proposed algorithm shows that it not only improves the coding performance but also reduces the computational complexity of the H.264/AVC encoder compared to previous algorithms. The experimental results show that the proposed algorithm achieves the encoding time reduction of 75.93% on an average with slight peak signal-to-noise ratio (PSNR) drop and bit-rate increment.

PRF Selection for Tracking of MPRF(Medium Pulse Repetition Frequency) Mode (MPRF(Medium Pulse Repetition Frequency) 모드의 추적 PRF 선택)

  • Seo, Jeong-Min;Kim, Eun-Hee;Roh, Ji-Eun;Lee, Joon-Ho
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.28 no.9
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    • pp.733-739
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    • 2017
  • This paper is a study on PRF selection method to accurately detect the target in the target tracking mode of airborne radar. The proposed methods are an 'optimization' method to select the closest to the center of the allowable zone considering the uncertainty of the target distance and velocity prediction and a 'quasi-optimization' method to improve the real time performance. In addition, the characteristics of the proposed methods are compared and analyzed through cost function and calculation time.

A Fast Macroblock Mode Decision Method using PSNR Prediction for H.264/AVC (H.264/AVC에서 PSNR 예측을 이용한 고속 매크로블록 모드 결정 방법)

  • Park, Sung-Jae;Myung, Jin-Su;Sim, Dong-Gyu;Oh, Seoung-Jun
    • Journal of Broadcast Engineering
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    • v.13 no.1
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    • pp.137-151
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    • 2008
  • H.264/AVC is showed high coding efficiency more than previous video coding standard by using new coding tools. Specially, Variable block-based motion estimation and Rate-Distortion Optimization are very important coding tools in H.264/AVC. These coding tools have high coding efficiency, however the encoder complexity greatly increase due to these coding tools. In this paper, we propose early SKIP mode decision and selective inter/intra mode decision to reduce the computational complexity. Simulation results show that the proposed method could reduce encoding time of the overall sequences by 30% on average than JM 10.2 without noticeable degradation of coding efficiency. Besides, the proposed method runs over twice as fast as the previous proposed Fast Coding Mode Selection method (FCMS)[5].

Fast Ultra-mode Selection Algorithm for H.264/AVC Video Coding with Low Complexity (저 복잡도의 H.264/AVC를 위한 고속 인트라 모드 선택 기법)

  • Kim, Jong-Ho;Jeong, Je-Chang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.11C
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    • pp.1098-1107
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    • 2005
  • The emerging H.264/AVC video coding standard improves coding performance significantly by adopting many advanced techniques. This is achieved at the expense of great increasing encoder complexity. Specifically the intra prediction using RDO examines all possible combinations of coding modes, which depend on spatial directional correlation with adjacent blocks. For 4${\times}$4 luma blocks, there are 9 modes, and for 16${\times}$16 luma and 8${\times}$8 chroma blocks, there are 4 modes, respectively. Therefore the number of mode combinations for each macroblock is 592. This paper presents a method to reduce the RDO complexity using simple directional masks and neighboring modes. According to the proposed method, we reduce the number of mode combinations to 132 at the most. Experimental results show the proposed method reduces the encoding time up to $70\%$ with negligible loss of PSNR and bitrate increase compared to the H.264/AVC exhaustive search.

Image Contents Based Intra predictive Coding for H.264/AVC (H.264/AVC를 위한 영상 내용 기반 인트라 예측 부호화)

  • Sin, Se-ill;Kim, Jin-Tea;Oh, Jeong-Su
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.7C
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    • pp.681-686
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    • 2009
  • In H.264/Ave, an intra prediction added to the P-frame coding slightly improves both of image quality and bit rate, but greatly increases an amount of computation. In order to reduce the increase in computation, this paper proposes an image contents based intra prediction coding using characteristics that the best intra block mode depends on the image content of a macro block. The proposed algorithm estimates the image content with image complexity and the best inter block mode, and then selects or excludes a intra block mode on the basis of it. The simulation results show that the proposed algorithm reduces average O.OldB in image quality, and increases average 0.38% in the bit rate, but reduces average 37.02% in computation time compared with the conventional algorithm.

PSNR Estimation of H.264/AVC Bitstream for Hierarchical- B Picture Structure (계층적 B-픽쳐 구조를 고려한 H.264/AVC 비트열의 PSNR 예측)

  • Seo, Jung-Dong;Sohn, Kwang-Hoon
    • Journal of Broadcast Engineering
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    • v.16 no.6
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    • pp.996-1008
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    • 2011
  • This paper proposes a PSNR estimation algorithm of H.264/AVC bitstream for hierarchical B-picture structure. The proposed method consists of a modeling method for DCT coefficients for I-pictures and an error estimation method for blocks encoded by skip mode. The modeling method selects an appropriate model between Laplacian and Cauchy model, and the error of skip mode is estimated from MSE values of reference pictures. Experimental results show that the modeling method predicts more accurate PSNR values than Laplacian and Cauchy model and the error estimation method of skip mode enhances PSNR estimation of hierarchical B-picture structure.

Adaptive Coding Mode Decision Algorithm using Motion Vector Map in H.264/AVC Video Coding (H.264/AVC 부호기에서 움직임 벡터 맵을 이용한 적응적인 부호화 모드 결정 방법)

  • Kim, Tae-Jung;Ko, Man-Geun;Suh, Jae-Won
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.46 no.2
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    • pp.48-56
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    • 2009
  • We propose a fast intra mode skip decision algorithm for H.264/AVC video encoding. Although newly added MB encoding algorithms based on various prediction methods increase compression ratio, they require a significant increase in the computational complexity because we calculate rate-distortion(RD) cost for all possible MB coding modes and then choose the best one. In this paper, we propose a fast mode decision algorithm based on an adaptive motion vector map(AMVM) method for H.264/AVC video encoding to reduce the processing time for the inter frame. We verify that the proposed algorithm generates generally good performances in PSNR, bit rates, and processing time.