• Title/Summary/Keyword: 블록 분할

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Luma Noise Reduction using Deep Learning Network in Video Codec (Deep Learning Network를 이용한 Video Codec에서 휘도성분 노이즈 제거)

  • Kim, Yang-Woo;Lee, Yung-Lyul
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2019.06a
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    • pp.272-273
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    • 2019
  • VVC(Versatile Video Coding)는 YUV 입력 영상에 대하여 Luma 성분과 Chroma 성분에 대하여 각각 다른 최적의 방법으로 블록분할 후 해당 블록에 대해서 화면 내 예측 또는 화면 간 예측을 수행하고, 예측영상과 원본영상의 차이를 변환, 양자화하여 압축한다. 이 과정에서 복원영상에는 블록화 노이즈, 링잉 노이즈, 블러링 노이즈 발생한다. 본 논문에서는 인코더에서 원본영상과 복원영상의 잔차신호에 대한 MAE(Mean Absolute Error)를 추가정보로 전송하여 이 추가정보와 복원영상을 이용하여 Deep Learning 기반의 신경망 네트워크로 영상의 품질을 높이는 방법을 제안한다. 복원영상의 노이즈를 감소시키기 위하여 영상을 $32{\times}32$블록의 임의로 분할하고, DenseNet기반의 UNet 구조로 네트워크를 구성하였다.

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The Structural Design of the Bus-bar block type of electrical switch boards (전기분전반용 블록형 부스 바의 구조 설계 연구)

  • Kwon, Young-min;Hwang, Chang-yu;Kim, Kyun-ho;Han, Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.2
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    • pp.378-385
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    • 2016
  • The internal circuit of the bus-bar for an electrical switch board is a prime cause of electric shock and short circuit accidents due to the exposure of live parts. Electrical fires can also be caused by animals and foreign substances in the switchboard that connect the components with a difficult structure resulting in overheating due to an increase in contact resistance. Preventing these types of accidents is a prime concern in the manufacturing process, such as cutting and bending. In this study, the cutting bus bar of a switch board contained improved modules as a flame retardant that isolates a separate blocks to prevent such problems. This was implemented as a scalable and flexible means of reducing electrical switchboard hazards to offer a safe switch board bus-bar structure of a new connecter type

Segmentation and Tracking Algorithm for Moving Speaker in the Video Conference Image (화상회의 영상에서 움직이는 화자의 분할 및 추적 알고리즘)

  • Choi Woo-Young;Kim Han-Me
    • Journal of IKEEE
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    • v.6 no.1 s.10
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    • pp.54-64
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    • 2002
  • In this paper, we propose the algorithm for segmenting the moving speaker and tracking its movement in the video conference image. For real time processing, we simplify the algorithm which is processed in the order of the segmenting and the tracking step. In the segmenting step, the speaker object is segmented from the image by using both the motion information obtained from the difference method and the illuminance information of image. The reference mask image is created from segmented speaker object. In the tracking step, the moving speaker is tracked by using simple block matching algorithm of which computation time is reduced by discarding the blocks which are classified into the unuseful blocks. In the simulation, we can get the good result of segmenting and tracking the moving speaker by applying the proposed algorithm to several test images.

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Image Segmentation Using Block Classification and Watershed Algorithm (블록분류와 워터쉐드를 이용한 영상분할 알고리듬)

  • Lim, Jae-Hyuck;Park, Dong-Kwon;Won, Chee-Sun
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.36S no.1
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    • pp.81-92
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    • 1999
  • In this paper, we propose a new image segmentation algorithm which can be use din object-based image coding applications such as MPGA-4. Since the conventional objet segmentation methods based on mathematical morphology tend to yield oversegmented results, they normally need a postprocess which merges small regions to obtain a larger one. To solve this oversegmentation problem, in this paper, we prosed a block-based segmentation algorithm that can identify large texture regions in the image. Also, by applying the watershed algorithm to the image blocks between the homogeneous regions, we can obtain the exact pixel-based contour. Experimental results show that the proposed algorithm yields larger segments, particularly in the textural area, and reduces the computational complexities.

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A Block Disassembly Technique using Vectorized Edges for Synthesizing Mask Layouts (마스크 레이아웃 합성을 위한 벡터화한 변을 사용한 블록 분할 기법)

  • Son, Yeong-Chan;Ju, Ri-A;Yu, Sang-Dae
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.38 no.12
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    • pp.75-84
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    • 2001
  • Due to the high density of integration in current integrated circuit layouts, circuit elements must be designed to minimize the effect of parasitic elements and thereby minimize the factors which can degrade circuit performance. Thus, before making a chip, circuit designers should check whether the extracted netlist is correct, and verify from a simulation whether the circuit performance satisfies the design specifications. In this paper, we propose a new block disassembly technique which can extract the geometric parameters of stacked MOSFETs and the distributed RCs of layout blocks. After applying this to the layout of a folded-cascode CMOS operational amplifier, we verified the connectivity and the effect of the components by simulating the extracted netlist with HSPICE.

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Feature Points Selection Using Block-Based Watershed Segmentation and Polygon Approximation (블록기반 워터쉐드 영역분할과 다각형 근사화를 이용한 특징점 추출)

  • 김영덕;백중환
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.12a
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    • pp.93-96
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    • 2000
  • In this paper, we suggest a feature points selection method using block-based watershed segmentation and polygon approximation for preprocessing of MPEG-4 mesh generation. 2D natural image is segmented by 8$\times$8 or 4$\times$4 block classification method and watershed algorithm. As this result, pixels on the watershed lines represent scene's interior feature and this lines are shapes of closed contour. Continuous pixels on the watershed lines are selected out feature points using Polygon approximation and post processing.

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Nonlinear Extrapolation Based Image Restoration Using Region Classification (지역 분할을 통한 비선형 외삽법 기반 영상 복원 기법)

  • Han, Jong-Woo;Hwang, Mn-Cheol;Wang, Tae-Shick;Ko, Sung-Jea
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.46 no.3
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    • pp.105-111
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    • 2009
  • In this paper, we propose a locally adaptive image restoration method based on nonlinear extrapolation in frequency domain. In general, the conventional method causes ringing artifacts on the object boundary. To solve this problem, we introduce an improved restoration method which considers textures of an image block. In the proposed method, a blurred image is divided into several blocks, and each block is classified into three groups; simple, one edge, and complex blocks according to the contained texture. Depending on the classification result, adaptive nonlinear extrapolation is applied to each block in a blurred image. Experimental results show that the proposed algorithm can achieve higher quality image in both subjective and objective views as compared with the conventional method.

Fractal Image Coding Based On Variable Block (가변 블록 기반 프랙탈 영상 부호화)

  • 노근수;조성환
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.35T no.3
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    • pp.15-24
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    • 1998
  • In this paper, we present new method of fractal image coding based on iterated function system(IFS) suggested by Barnsley. In previous Fractal coding using full searching algorithm, the quality of reconstructed image was better than other fractal coding method's, but it took a long time in that algorithm for searching domain blocks matched. And it is performed through linear affine transform, therefore it is difficult to approximate the complex range blocks. In this paper, using quadtree partitioning, complex blocks are divided into more smaller blocks, and simple blocks are merged to more larger blocks. So, we can got more precisely approximated range blocks and reduce the number of transformations. Hence, we have improved the compression ratio. In addition, we restrict the region of searching domains in order to reduce the searching time and coding time. Compared with full searching algorithm, we reduced coding time drastically, and quality of reconstructed image was better in terms subjective criteria. And compared with Monro's, our method is slower, but we could obtain a reconstructed image with better quality.

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A Study on the Extraction into the Logical Structure of a Specific Document using Knowledge (지식을 이용한 특정 문서의 논리 구조 추출에 관한 연구)

  • 손영우;남궁재찬
    • The Journal of Information Technology and Database
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    • v.3 no.1
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    • pp.85-95
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    • 1996
  • 본 논문은 특정문서에서 문서가 갖고 있는 일반적인 지식을 이용하여 논리적 항목을 추출하는 방법에 관한 연구이다. 먼저 입력된 문서의 영역 분할, 분리자 추출, 그리고 문자와 비문자를 구별하였다. 논리구조 추출단계에서는 구별된 요소의 상대적 크기, 위치 및 전후 블록들의 연관성에 관한 지식을 이용하여 각 블록들을 레이블링 하였고, 레이블된 항목들의 위치정보값을 이용하여 각 항목들을 자료화하였다. 마지막으로, 오분류된 항목에 대해서는 배치기술자를 이용한 검증을 통해 정정하였다. 본 논문에서 구현한 방법으로 실험한 결과 96.5%의 논리항목 추출율을 획득함으로써 그 유효성을 입증하였다.

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Video Quality Measurement Using Wavelet Considering Local Image Contrast Features. (지역적 명도대비 특성을 적용한 wavelet을 이용한 화질 평가)

  • 안원석;이철희
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.592-594
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    • 2003
  • 이 논문에서는 wavelet과 sobel filter를 사용하여 영상의 객관적인 평가 점수를 계산하는 새로운 기법을 제안한다. 이 기법은 orthogonal wavelet 변환을 기초로 하고 있으며 원본 영상과 처리된 영상 데이터가 모두 가용하다는 것을 전제로 한다. Wavelet을 이용해 주파수에 따라 분할된 영상 정보를 이용해 각각의 부영역 별 차영상을 획득하고 이 획득된 영상의 에너지를 이용해 화질 평가 수치를 계산한다. 부영역 별로 획득된 영상은 일정한 크기의 블록으로 분할되어 동일한 블록 내에서 가용한 영상의 특징에 관한 정보(contrast, edge 영역의 분포 정도) 벡터와 내적하여 새로운 특징 벡터로 사용되고, 이 특징 벡터의 가중치를 최적화하여 높은 상관도의 화질평가 점수를 산출하게 된다.

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