• Title/Summary/Keyword: geometrical information

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Detection of human faces using skin color and eye feature (피부색과 눈요소 정보를 이용한 얼굴영역 검출)

  • 서정원;박정희;송문섭;윤후병;황호전;김법균;두길수;안동언;정성종
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.531-535
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    • 1999
  • Automatic human face detection in a complex background is one of the difficult problems. In this paper, we propose an effective and robust automatic face detection approach that can locate the face region in natural scene images when the system is used as a pre-processor of a face recognition system . We use two natural and powerful visual cues, the skin color and the eyes. In the first step of the proposed system, the method based on the human skin color space by selecting flesh tone regions using normalized r-g space in color images. In the next step, we extract eye features by calculating moments and using geometrical face model. Experimental results demonstrate that the approach can efficiently detect human faces and satisfactory deal with the problems caused by bad lighting condition, skew face orientation.

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Development of Morphological Pattern Recognition System - Morphological Shape Decomposition using Shape Function (형태론적 패턴인식 시스템의 개발 - 형상함수를 이용한 형태론적 형상분해)

  • Jong Ho Choi
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.8
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    • pp.1127-1136
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    • 1995
  • In this paper, a morphological shape decomposition method is proposed for the purpose of pattern recognition and image compression. In the method, a structuring element that geometrical characteristics is more similar to the shape function is preselected. The shape is decomposed into the primitive elements corresponding to the structuring element. A gray scale image also is transformed into 8 bit plane images for the hierarchical reconstruction required in image communication systems. The shape in each bitplane is decomposed to the proposed method. Through the experiment. it is proved that the description error is reduced and the coding efficiency is improved.

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Analysis of a Shaped Dual Offset Reflector Antenna-I : Subreflector Analysis (수정곡면 옵셉 복 반사판 안테나의 복사특성 해석-I : 부반사판 해석)

  • 임규태;이상설
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.32A no.9
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    • pp.106-113
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    • 1995
  • The radiation characteristics of the subreflector of a shaped dual offset reflector antenna are analyzed by the uniform theory of diffraction(UTD). The discrete shaped subreflector profile is transformed into an analytic function by the global interpolation. To obtain the first and the second derivative terms on the surface, the local interpolation method is used. The reflection point needed for the geometrical optics(GO) is found by using the multi-dimensional function minimizing algorithm. The radiation pattern of a Gregorian type shaped subreflector is presented. The characteristics of the radiation patterns for various feed edge taperings and frequencies are examined.

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Eye Gaze toy Human Computer Interaction (눈동자의 움직임을 이용한 휴먼 컴퓨터 인터랙션)

  • 권기문;이정준;박강령;김재희
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.83-86
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    • 2003
  • This paper suggests user's interface with computer by means of detecting gaze under HMD, head mounted display, environment. System is derived as follows; firstly, calibrate a camera in HMD, which determines geometrical relationship between monitor and captured image. Second, detect the center of pupil using algorithm of the center of mass and represent a gazing position on the computer screen. If user blinks or stares at a certain position for a while, message is sent to computer. Experimental results show the center of mass is robust against glint effects, and detecting error was 7.1%. and 4.85% in vertical and horizontal direction, respectively. To adjust detailed movement of a mouse takes 0.8 sec more. The 98% of blinking is detected successfully and 94% of clicking detection is resulted.

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Automatic Landing System using a Trajectory of Laser Beam (레이저 빔 궤적을 이용한 강인한 랜딩 시스템)

  • Hwang, Jin-Ah;Nam, Gi-Gun;Lee, Jang-Myung
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.339-341
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    • 2006
  • This paper proposes a method of container position measurement using automatic landing system that is estimated by a laser range finder. In the most of container position measurement methods, CCD cameras or laser scanners have been used to get the source data. However those sensors are not only weak for disturbances, for examples, the light, fog, and rain, but also the system cost is high. When the spreader arrives the goal position, it is still swung by inertia or by wind effect. In this paper, the spreader swung data have been used to find the container position. The laser range finder is equipped in the front side of spreader. It can measure distance and relative position between spreader and container. This laser range finder can be rotated as desired by a motor. And a tilt sensor is equipped on the spreader to measure spreader sway. We estimate the relative position information between the spreader and a container using the laser range finder and tilt sensor through the geometrical analysis.

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Unsupervised Feature Selection Method Based on Principal Component Loading Vectors (주성분 분석 로딩 벡터 기반 비지도 변수 선택 기법)

  • Park, Young Joon;Kim, Seoung Bum
    • Journal of Korean Institute of Industrial Engineers
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    • v.40 no.3
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    • pp.275-282
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    • 2014
  • One of the most widely used methods for dimensionality reduction is principal component analysis (PCA). However, the reduced dimensions from PCA do not provide a clear interpretation with respect to the original features because they are linear combinations of a large number of original features. This interpretation problem can be overcome by feature selection approaches that identifying the best subset of given features. In this study, we propose an unsupervised feature selection method based on the geometrical information of PCA loading vectors. Experimental results from a simulation study demonstrated the efficiency and usefulness of the proposed method.

An Internet-based Dimensional Verification System for Reverse Engineering (역설계를 위한 인터넷 기반의 치수검증 시스템)

  • Song, In-Ho;Kim, Kyung-Don;Chung, Sung-Chong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.27 no.8
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    • pp.1409-1417
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    • 2003
  • In the 21st century, the concept of remote design and manufacture is strongly required in manufacturing processes to reduce cost and time-to-market. The objective of this paper is the development of an internet-based dimensional verification system for reverse engineering. An inspection client can register measurement data at the developed web server. Collaborators related to the development of a new product can confirm geometrical form from measurement data, check dimensional information and mark up the important parts, as well as make a statement of their views through the Internet. The developed system is realized through the ActiveX-Server architecture. Functions of the dimensional verification module are constructed as ActiveX by using the visual C++ and OpenGL. The usefulness of the developed system is confirmed through a case study.

Tracking Algorithm of Vessel's Contour using ML estimation (ML 추정을 이용한 혈관 윤곽 추적 알고리듬)

  • Park, S.I.;Lee, J.S.;Koo, J.Y.;Hong, S.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.11
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    • pp.150-153
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    • 1997
  • The proposed tracking algorithm approaches geometrical method or position, direction, width of vessel. This algorithm using continuity of vessel in spatial coordinates used to determine direction of the center point, after estimating boundary point in dynamic region. Therefore the tracking of vessel's contour is tracked contour as direction of entire contour in coronary artery. This algorithm is automatically processed by DIP as a compared with conventional method, because searching area varies adaptively to allocate searching region from extracted information at past. And ML estimation expressed robust method or angiography as evaluating sample values after preprocessing.

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Numerical Analysis for Injection Molding of Precision Electronics Parts Using Three-Dimensional Solid Elements (3차원 입체요소를 사용한 정밀 전자부품의 사출성형 해석)

  • Park, K.;Park, J.H.;Choi, S.R.
    • Transactions of Materials Processing
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    • v.11 no.5
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    • pp.414-422
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    • 2002
  • Most of numerical analyses for injection molding have been based on the Hele Shaw's approximation: two-dimensional flow analysis. In some cases, that approximation causes significant errors due to loss of geometrical information as well as simplification of the flow characteristics along the thickness direction. The present work covers numerical analyses of injection molding using three-dimensional solid elements. The accuracy of the analysis results has been verified through some numerical examples in comparison with the classical shell-based approach. The Proposed approach is then applied to predict product defects and to improve flow characteristics for a precision electronics part. In addition, design of experiment has been utilized in order to find the optimal process conditions for better product quality.

Numerical Analysis for Injection Molding of Precision Electronics Parts using Three-Dimensional Solid Elements (3차원 입체요소를 사용한 정밀 전자부품의 사출성형해석)

  • Park K.;Park J. H.;Choi S. R.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2002.02a
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    • pp.68-75
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    • 2002
  • Most of numerical analyses for injection molding have been based on the Hele Shaw's approximation: two-dimensional flow analysis. In some cases, that approximation causes significant errors due to loss of geometrical information as well as simplification of the flow characteristics along the thickness direction. The present work covers numerical analyses of injection molding using three-dimensional solid elements. The accuracy of the analysis results has been verified through some numerical examples in comparison with the classical shell-based approach. The proposed approach are then applied to predict product defects and to improve flow characteristics for a precision electronics part. In addition, design of experiment has been utilized in order to find the optimal process conditions for better product quality.

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