• Title/Summary/Keyword: region merging

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Semiautomatic segmentation for MPEG-4 encoding (MPEG-4 부호화를 위한 반자동 영상분할)

  • 김진철;김재환;하종수;김영로;고성제
    • Proceedings of the IEEK Conference
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    • 2001.06d
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    • pp.97-100
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    • 2001
  • In this paper, We propose a new semiautomatic segmentation method using spatio-temporal similarity. In the proposed scheme, segmentation is performed using gradual region merging and hi-direction at spatio-temporal refinement. Simulation results show the efficiency of the proposed method in semantic object extraction.

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Automatic Extraction of Component Inspection Regions from Printed Circuit Board by Image Clustering (영상 클러스터링에 의한 인쇄회로기판의 부품검사영역 자동추출)

  • Kim, Jun-Oh;Park, Tae-Hyoung
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.3
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    • pp.472-478
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    • 2012
  • The inspection machine in PCB (printed circuit board) assembly line checks assembly errors by inspecting the images inside of the component inspection region. The component inspection region consists of region of component package and region of soldering. It is necessary to extract the regions automatically for auto-teaching system of the inspection machine. We propose an image segmentation method to extract the component inspection regions automatically from images of PCB. The acquired image is transformed to HSI color model, and then segmented by several regions by clustering method. We develop a modified K-means algorithm to increase the accuracy of extraction. The heuristics generating the initial clusters and merging the final clusters are newly proposed. The vertical and horizontal projection is also developed to distinguish the region of component package and region of soldering. The experimental results are presented to verify the usefulness of the proposed method.

The Flow Characteristics with Variation of Nozzle-to-nozzle Angles on Unventilated Dual Jests (이중제트에서 노즐과 노즐사이의 각도 변화에 따른 유동 특성)

  • Kim, Dong-Keon;Kim, Moon-Kyoung;Yoon, Soon-Hyun
    • Journal of Advanced Marine Engineering and Technology
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    • v.32 no.8
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    • pp.1231-1239
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    • 2008
  • The characteristics of flow on unventilated dual jets was experimentally investigated. The two nozzles each with an aspect ratio of 20 were separated by 6 nozzle widths. Reynolds number based on nozzle width was set to 5,000 by nozzle exit velocity. All measurements were made over a range of nozzle-to-nozzle angles from $0^{\circ}$ to $25^{\circ}$. The particle image velocimetry and pressure transducer were employed to measure turbulent velocity components and mean static pressure, respectively. It was shown that a recirculation zone with sub-atmospheric static pressure was bounded by the inner shear layers of the individual jets and the nozzles plated. As nozzle-to-nozzle inclined angles were decreased, it was found that the spanwise turbulent intensity is greater than the streamwise turbulent intensity in the merging region. In the combined region, the velocity of dual jets agree well with that of single jet, but the turbulence intensity of dual jets not agree with that of single jet.

Spray Characteristics of a Liqud-Liquid Swirl Coaxial Injector (액체-액체 스월 동축형 인젝터의 분무특성)

  • Kim Dong-Jun;Im Ji-Hyuk;Han Poong-Gyoo;Yoon Young-Bin
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2006.05a
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    • pp.147-150
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    • 2006
  • The influences of injection conditions and recess configuration of liquid-liquid swirl coaxial injector on spray characteristics were investigated. The characteristics of the coaxial spray in internal mixing injection region were mai y controlled by the merging phenomenon and momentum balance between two liquid sheets, but those in internal mixing injection region were influenced by the impingement phenomenon as well as momentum balance between two liquid sheets.

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Spray Characteristics of a Liquid-Liquid Swirl Coaxial Injector Part I : Effect of Injection Condition (액체-액체 스월 동축형 인젝터의 분무특성 Part I : 분사조건에 따른 특성)

  • Kim, Dong-Jun;Im, Ji-Hyuk;Han, Poong-Gyoo;Yoon, Young-Bin
    • Journal of the Korean Society of Propulsion Engineers
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    • v.10 no.3
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    • pp.1-8
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    • 2006
  • The influences of injection conditions and recess configuration of liquid-liquid swirl coaxial injectors on spray characteristics were investigated. The characteristics of the coaxial spray in internal mixing injection region were mainly controlled by the merging phenomenon and momentum balance between two liquid sheets, but those in internal mixing injection region were influenced by the impingement phenomenon as well as momentum balance between two liquid sheets.

Moving image coding with variablesize block based on the segmentation of motion vectors (움직임 벡터의 영역화에 의한 가변 블럭 동영상 부호화)

  • 김진태;최종수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.3
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    • pp.469-480
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    • 1997
  • For moving image coding, the variable size of region coding based on local motion is more efficient than fixed size of region coding. It can be applied well to complex motions and is more stable for wide motions because images are segmented according to local motions. In this paper, new image coding method using the segmentation of motion vectors is proposed. First, motion vector field is smoothed by filtering and segmented by smoothed motion vectors. The region growing method is used for decomposition of regions, and merging of regions is decided by motion vector and prediction errors of the region. Edge of regions is excluded because of the correlation of image, and neighbor motion vectors are used evaluation of current block and construction of region. The results of computer simulation show the proposed method is superior than the existing methods in aspect of coding efficiency.

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Object Analysis on Outdoor Environment Using Multiple Features for Autonomous Navigation Robot (자율주행 로봇을 위한 다중 특징을 이용하여 외부환경에서 물체 분석)

  • Kim, Dae-Nyeon;Jo, Kang-Hyun
    • Journal of Korea Multimedia Society
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    • v.13 no.5
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    • pp.651-662
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    • 2010
  • This paper describes a method to identify objects for autonomous navigation of an outdoor mobile robot. To identify objects, the robot recognizes the object from an image taken by moving robot on outdoor environment. As a beginning, this paper presents the candidates for a segment of region to building of artificial object, sky and trees of natural objects. Then we define their characteristics individually. In the process, we segment the regions of the objects included by preprocessing using multiple features. Multiple features are HSI, line segments, context information, hue co-occurrence matrix, principal components and vanishing point. An analysis of building identifies the geometrical properties of building facet such as wall region, windows and entrance. The building as intersection in vertical and horizontal line segment of vanishing point extracts the mesh. The wall region of building detect by merging the mesh of the neighbor parallelograms that have similar colors. The property estimates the number of story and rooms in the same floors by merging skewed parallelograms of the same color. We accomplish the result of image segmentation using multiple features and the geometrical properties analysis of object through experiments.

Object Boundary Block Coding Using Block Merging Method (블록 병합 기법을 이용한 객체 경계 부분 부호화)

  • 이희습;김정식;김정우;이근영
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.577-580
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    • 1999
  • Padding is a technique that enables applying conventional discrete cosine transform to encode boundary blocks of arbitrarily shaped objects by assigning imaginary values to the pixels that are not included in the object. Padding prevents the increase of high frequency DCT coefficients. However, in some boundary blocks, too many padded pixels are coded due to a small portion of object pixels. To reduce the number of padded pixels and to improve coding efficiency, we propose a block merging method for texture coding. The proposed mothed searches the shape information of boundary blocks and excludes the 4$\times$4 pixels of 8$\times$8 blocks if all the 4$\times$4 pixels are in the background region, and merges the remained 4$\times$4 pixels into new 8$\times$8 blocks. Experimental results show that our proposed method yields a rate-distortion gain about 0.5~1.6㏈ compared to conventional padding method, LPE

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Sports Video Position Retrival System Using Frame Merging (프레임 병합을 이용한 스포츠 동영상 위치 검색 시스템)

  • 이지현;임정훈;이양원
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2002.11a
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    • pp.619-623
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    • 2002
  • We can speak caption as information that can not except caption on sports video. The sports highlight were composed that we recognize captioning. This paper is the necessary work to the middle-step to analysis the caption through the retrieval and discrimination from the position of caption. This paper improve at first and simplify the image through the excellent threshold value algorithm in the preprocessing and then use method that can analysis caption through the multiplex frame merging algorithm. Its speed performing shows up higher and simplier than the region growing process.

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The Moving Object Segmentation By Using Multistage Merging (다단계 결합을 이용한 이동 물체 분리 알고리즘에 관한 연구)

  • 안용학;이정헌;채옥삼
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.10
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    • pp.2552-2562
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    • 1996
  • In this paper, we propose a segmentation algorithm that can reliably separate moving objects from noisy background in the image sequance received from a camera at the fixed position. The proposed algorithm consists of three processes:generation of the difference image between the input image and the reference image, multilevel quantization of the difference image, and multistagemerging in the quantized image. The quantization process requantizes the difference image based on the multiple threshold values determined bythe histogram analysis. The merging starts from the seed region which created by using the highest threshold value and ends when termination conditions are met. the proposed method has been tested with various real imge sequances containing intruders. The test results show that the proposed algorithm can detect moving objects like intruders very effectively in the noisy environment.

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