• Title/Summary/Keyword: shape information

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Active Shape Model-based Objectionable Image Detection (활동적 형태 모델을 이용한 유해영상 탐지)

  • Jang, Seok-Woo;Joo, Seong-Il;Kim, Gye-Young
    • Journal of Internet Computing and Services
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    • v.10 no.5
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    • pp.183-194
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    • 2009
  • In this paper, we propose a new method for detecting objectionable images with an active shape model. Our method first learns the shape of breast lines through principle component analysis and alignment as well as the distribution of intensity values of corresponding landmarks, and then extracts breast lines with the learned shape and intensity distribution. To accurately select the initial position of active shape model, we obtain parameters on scale, rotation, and translation. After positioning the initial location of active shape model using scale and rotation information, iterative searches are performed. We can identify adult images by calculating the average of the distance between each landmark and a candidate breast line. The experiment results show that the proposed method can detect adult images effectively by comparing various results.

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Robust Finger Shape Recognition to Shape Angle by using Geometrical Features (각도 변화에 강인한 기하학적 특징 기반의 손가락 인식 기법)

  • Ahn, Ha-Eun;Yoo, Jisang
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.7
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    • pp.1686-1694
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    • 2014
  • In this paper, a new scheme to recognize a finger shape in the depth image captured by Kinect is proposed. Rigid transformation of an input finger shape is pre-processed for its robustness against the shape angle of input fingers. After extracting contour map from hand region, observing the change of contour pixel location is performed to calculate rotational compensation angle. For the finger shape recognition, we first acquire three pixel points, the most left, right, and top located pixel points. In the proposed algorithm, we first acquire three pixel points, the most left, right, and top located pixel points for the finger shape recognition, also we use geometrical features of human fingers such as Euclidean distance, the angle of the finger and the pixel area of hand region between each pixel points to recognize the finger shape. Through experimental results, we show that the proposed algorithm performs better than old schemes.

The Classification of Foot Types of Junior High School Boys for the Development of Shoes' Easy-Order Prototype (신발류 이지오더 Prototype 개발을 위한 청소년의 발의 형태 분류)

  • Lim, Ji-Young;Choi, Sung-Won
    • Fashion & Textile Research Journal
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    • v.7 no.5
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    • pp.535-541
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    • 2005
  • The health of feet is connected with individual's health and affects a man's activity. Shoes need to be designed to protect feet and to absorb the impact of land. In order to choose suitable shoes for feet, the foot size and shape must be considered, so it is essential to grasp the exact size and shape of the foot. This study aims to present fundamental data on shoes' easy order prototype development for choosing shoes of good wearing comfort, by classifying feet size and shape junior high school boys in the early adolescent period. The subject were 234 Korean junior high school boys age from 14 to 16 years old. The subjects were directly measured anthropometrically and indirectly analyzed photographically. 6 factors were extracted through factor analysis and those factors comprised 79.42% of total variance. The factors characterizing foot girth and width, foot length, foot height, foot shape around the fifth toes, angle of foot breadth and foot shape around the first toes. 3 clusters as their foot shape were categorized using 6 factor scores by cluster analysis. Type 1 was characterized by long large foot with deformed first toe. Type 2 had smaller in foot girth, width and length than other types and with deformed fifth toe. Type 3 had average size and high foot shape. Shoes prototype which is to be developed later on will be able to generate 2D flattening in the foot sole form. Therefore, it would be a great support in producing and choosing appropriate shoes if forms are classified by subdividing foot form classification and extract a factor which shows only the foot sole shape.

Shape Sequence Descriptor for Describing Shape Variation by Object Movement (움직임에 의한 모양 변화 기술을 위한 모양 시퀀스 기술자)

  • 공영민;최민석;김회율
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.355-358
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    • 2001
  • 본 논문에서는 객체의 움직임에 의한 모양 변화를 표현하기 위하여 MPEG-7 에 제안된 모양 시퀀스 기술자(Shape Sequence Descriptor)에 대하여 설명하고, 모양 시퀀스 기술자 추출에 필요한 Shape Variation Map 생성을 위한 두 가지 방법을 비교하였다. 기존의 방법은 물체의 평균 적인 모양에 가중치를 두어 생성되며, 새로운 방법은 물체의 움직임에 의해 변화되는 부분에 더 가중치를 두는 방법으로 생성된다. 또한 최종적으로 사용되는 특징 값으로 Zernike moment를 이용하는 방법과 ART(Angular Radial Transform)을 이용하는 방법을 비교하여 모양 시퀀스 검색을 위한 가장 효율적인 방법을 제안하였다.

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PSADT(Polar coordinates Shape Adaptive Discrete Transform) based watermarking scheme for arbitrary shape object (임의의 모양을 가지는 영상 객체에 적용 가능한 극좌표계 모양적응 이산변환( PSADT : Polar coordinates shape adaptive discrete transform )에 기반한 워터마킹 기법)

  • 고윤호;김성대
    • Proceedings of the IEEK Conference
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    • 2000.09a
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    • pp.523-526
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    • 2000
  • 본 논문에서는 임의의 모양을 가지는 영상 객체(image object)에 적용 가능한 모양적응 이산변환(PSADT : Polar coordinates shape adaptive discrete transform)에 기반한 새로운 워터마킹 기법을 제안한다. 대수-극 좌표계(log-polar coordinates)와 모양적응 이산변환을 이용하여 제안된 기법은 MPEG-4의 VOP와 같은 임의의 모양을 가지는 영상 객체에 적용할 수 있을 뿐만 아니라 기존 기법에 비하여 회전과 크기 변화와 같은 기하학적인 공격에 대하여 우수한 강인성을 제공한다.

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A Shape Matching Algorithm for Occluded Two-Dimensional Objects (일부가 가리워진 2차원 물체의 형상 정합 알고리즘)

  • 박충수;이상욱
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.12
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    • pp.1817-1824
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    • 1990
  • This paper describes a shape matching algorithm for occluded or distorted two-dimensional objects. In our approach, the shape matchin is viewed as a segment matching problem. A shape matching algorithm, based on both the stochastic labeling technique and the hypothesis generate-test paradigm, is proposed, and a simple technique which performs the stochastic labeling process in accordance with the definition of consisten labeling assignment without requiring an iterative updating process of probability valiues is also proposed. Several simulation results show that the proposed algorithm is very effective when occlusion, scaling or change of orientation has occurred in the object.

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Hierarchical image and Kalman filter-based active shape model for non-rigid object tracking (비정형 객체추적을 위한 계층적 영상과 Kalman Filter기반 능동형태모델)

  • 강진영;기현종;신정호;백준기
    • Proceedings of the IEEK Conference
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    • 2003.11a
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    • pp.445-448
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    • 2003
  • In this paper, we present a hierarchical approach of an enhanced active shape model for video tracking. Kalman filter is used. To estimate a dynamic shape in video object tracking. The experimental results show that the proposed hierarchical active shape model using Kalman filter is efficient.

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Workpart and Setup Planning for NC Machining of Prismatic Model:Feature-Based Approach (형상인식에 의한 다면체모델의 NC 가공을 위한 소개 및 셋업계획)

  • 지우석;서석환;강재관
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.1078-1083
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    • 1992
  • Extracting the process planning information from the CAD data is the key issue in integrated CAD/CAM system. In this paper, we develop algorithms for extracting the shape and setup configuration for NC machining of prismatic parts. In determining the workpart shape, the minimum-enclosing condept is applied so that the material waste is minimized. To minimize the number of setups, feature based algorithm is developed considrint the part shape, tool shape, and tool approach direction. The validity and effectiveness of the developed algorithms were tested by computer simulations.

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Fuzzy least squares polynomial regression analysis using shape preserving operations

  • Hong, Dug-Hun;Hwang, Chang-Ha;Do, Hae-Young
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.5
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    • pp.571-575
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    • 2003
  • In this paper, we describe a method for fuzzy polynomial regression analysis for fuzzy input--output data using shape preserving operations for least-squares fitting. Shape preserving operations simplifies the computation of fuzzy arithmetic operations. We derive the solution using mixed nonlinear program.

Running Mode Analysis of Exacvator Upper Frame (ODS를 이용한 굴삭기 상부프레임 진동 해석)

  • 김원영;전범석;박경철
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 1997.10a
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    • pp.358-363
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    • 1997
  • The Operational Deflection Shape designates the motion pattern by which a structure vibrates under a specific operating condition. Modal Analysis is usually tested under test bench, but Operational Deflection Shape can be measured directly under real operating condition. It provide useful information for trouble-shooting and aid understanding and evaluation of the absolute dynamic behaviour of a machine or component. In this paper, It is analysed Excavator Upper Frame using Operating Deflection Shape.

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