• Title/Summary/Keyword: Color Grouping

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Automatic Color Palette Extraction for Paintings Using Color Grouping and Clustering (색상 그룹핑과 클러스터링을 이용한 회화 작품의 자동 팔레트 추출)

  • Lee, Ik-Ki;Lee, Chang-Ha;Park, Jae-Hwa
    • Journal of KIISE:Computer Systems and Theory
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    • v.35 no.7
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    • pp.340-353
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    • 2008
  • A computational color palette extraction model is introduced to describe paint brush objectively and efficiently. In this model, a color palette is defined as a minimum set of colors in which a painting can be displayed within error allowance and extracted by the two step processing of color grouping and major color extraction. The color grouping controls the resolution of colors adaptively and produces a basic color set of given painting images. The final palette is obtained from the basic color set by applying weighted k-means clustering algorithm. The extracted palettes from several famous painters are displayed in a 3-D color space to show the distinctive palette styles using RGB and CIE LAB color models individually. And the two experiments of painter classification and color transform of photographic image has been done to check the performance of the proposed method. The results shows the possibility that the proposed palette model can be a computational color analysis metric to describe the paint brush, and can be a color transform tool for computer graphics.

Model Grouping in a Mixed-model Assembly Line (조립생산 시스템에서의 혼합 모델 그룹화)

  • Kim, Yearn-Min;Seo, Yoon-Ho
    • IE interfaces
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    • v.9 no.2
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    • pp.39-45
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    • 1996
  • This paper investigates the problems of grouping N products on an assembly line with an objective of maximizing the option grouping rate. Before developing a mixed model grouping algorithm, simulation studies are committed for developing operating rules and evaluating the layout production systems. A mixed model grouping algorithm is suggested and it is applied to the color selection lane in automobile production system, which reveals a high mixed model grouping rate.

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A Detection Algorithm of Dead Stone for the Go program based on the Grouping (그룹핑에 기반한 바둑 프로그램에서의 사석검출 알고리즘)

  • Kim, Dong-June;Kim, Yun-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.10a
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    • pp.567-570
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    • 2010
  • In this paper, A Detection Algorithm of Dead Stone for the Go program based on the Grouping is proposed. The group of the same color as the stone is connected to the left, right, up and down side in the same group is defined to be grouping. A Detection Algorithm of Dead Stone based on these groups to remove stone and all the stones of the same color as the stones of the same group, regardless of the Case for TILT blocked, if satisfied that the detection of the group is treated as a dead stone.

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A Simulation Analysis on the Validity of Color Rescheduling Storage in an Automobile Painting Shop (자동차 도장공장의 Color Rescheduling Storage 설치를 위한 시뮬레이션 분석)

  • Moon, Dug-Hee;Kim, Ha-Seok;Song, Cheng;Kim, Kyung-Wan
    • IE interfaces
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    • v.16 no.2
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    • pp.211-221
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    • 2003
  • This paper introduces a simulation study regarding the design for the installation of Color Rescheduling Storage (CRS) in an automobile factory. In the painting shop the colors of vehicles are changed frequently according to the assembly schedule. When the color of a vehicle is changed from one to another, the cleaning process of painting-gun is necessary and it generates costs. Therefore many of the automobile manufacturers equip the CRS in front of the Top Coat Booth of the painting shop. The major objective of CRS is to reduce the change over cost in the painting process by grouping vehicles having same color. In this paper the configuration of CRS and the input/output algorithms are explained. The suggested system is verified using simulation models and experiments are conducted. Finally the best alternative is suggested by sensitivity analysis and evaluation of investment feasibility.

A basic study on the diagnostic values of facial color and shape (얼굴의 진단적인 가치에 대한 기초적 연구)

  • Kim, Gyeong Cheol;Lee, Jeong-Won
    • The Journal of the Society of Korean Medicine Diagnostics
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    • v.22 no.1
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    • pp.19-31
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    • 2018
  • For the purpose of the basic educated-establishment on the diagnostic methods of "facial color and shape which reflect human's spiritual essence and personality", we study on the diagnostic value and application of the human face. The study's domain is divided the form and color of human face. And the form and color of human face is respectively observed the diagnostic value and contents. The form of human face reflect plenty the information of the mankind, and the observation of the face is applied to the "Physiognomie" refering to the external features of humans. Therefore the diagnosis on the form of human face is the primary factor in the grouping of five-element human, the discrimination of the Sasang constitution, and the classification of Hyunsang type. The color of human face reflect the physical information of internal organs and the pathological change of disease, therefore we examine the region, character and grade of disease by the inspection of complexion including the changes of color and luster of the facial skin. The inspection on the color is also the primary factor in the grouping of five-element human, the classification of Hyunsang and the differentiation of syndromes. The value of the inspection of complexion including the changes of color and form of the face is widely known. In the future, we think, we need to study more about the theory of the diagnostic value and application of the human face.

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A Study on the Color Grouping System to Fashion (섬유컬러 그루핑 체계에 관한 연구)

  • 이재정;정재우
    • Archives of design research
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    • v.17 no.3
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    • pp.27-38
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    • 2004
  • It is important for designers to be supported with their decision-making on colours which is often based on personal distinction rather than logical dialogue that may lead to confusion within communicating with others. To help these problems and to gain productivity, we would like to propose a way to define colour grouping method. In other words, the purpose of this study is to help to improve the communication and productivity within the design and designers. The grouping was based and inspired by from the studies of Kobayashi, Hideaki Chijiawa, Allis Westgate and Martha Gill. The study of grouping is based on the "tones" of each group, as they seem to reflect a designer s sentimentalism of chosen colours the best. Each of these groups will be named Bright , Pastel ,Deep and Neutral The general concept of each groups are: - Bright: high quality of pixels of primary colour - Pastel: primary colour with white - - Deep: Primary colour with gray or black - Neutral: colours that does not include any of above Each of the colour group has been allocated into Si-Hwa Jung's colour charts and colour prism to visualize the relationships between the colour groups. These four groups and the colours included in them will be broken down to smaller groups in order to make colour palette. This would break the barrier and result in using colours in groups as well as crossover coordination. This study would result in new ways of using colurs for designers designers

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Scene Change Detection with 3-Step Process (3단계 과정의 장면 전환검출)

  • Yoon, Shin-Seong;Won, Rhee-Yang
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.6
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    • pp.147-154
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    • 2008
  • First, this paper compute difference value between frames using the composed method of $X^2$ histogram and color histogram and the normalization. Next, cluster representative frame was decided by using the clustering for distance and the k-mean grouping. Finally, representative frame of group was decided by using the likelihood ratio. Proposed method can be known by experiment as outstanding of detection rather than other methods, due to computing of difference value, clustering and grouping, and detecting of representative frame.

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The Design an Implementation of Content-based Image Retrieval System Using Color Features (칼라 특징을 이용한 내용기반 화상검색시스템의 설계 및 구현)

  • 정원일;박정찬;최기호
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.6
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    • pp.111-118
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    • 1996
  • A content-based image retrieval system is designed and implemetned using the color featurees which are histogram intersection and color pairs. The preprocessor for the image retrieval manage linearly the existing HSI(hue, saturation, saturation, intensity). Hue and intensity histogram thresholding for each color attribute is performed to split the chromatic and achromatic regions respectively. Grouping te indexes produced by the histogram intersection is used to save the retrieval times. Each image is divided into the cells of 32$\times$32 pixels, and color pairs are used to represent the query during retrievals. The recall/precision of histogram intersection is 0.621/0.663 and recall/precision of color pairs is 0.438/0.536. And recall/precision of proposed method is 0.765/0.775/. It is shown that the proposed method using histogram intersection and color pairs improves the retrieval rates.

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Automation of Color Selection System in the Automobile Painting Shop (자동차 도장공장의 Color Selection 시스템의 자동화)

  • Park, Hye-Kyou;Choi, Won-Joon;Shin, Hyun-Oh
    • IE interfaces
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    • v.9 no.2
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    • pp.19-37
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    • 1996
  • 자동차 도장공장의 마지막 도색공정인 상도공정에서는 도장할 차체의 색상(Color)이 직전에 도장된 차체의 색상과 다르면 스프레이 노즐에 남아있는 직전차체의 도료\를 세정하여 하는데, 이 때 도료손실과 세정비용 등의 색상변경비용(Color Change Cost)이 발생한다. 이러한 비용을 줄이기 위하여 동일한 색상의 차체들이 가능한 한 연속으로 도장될 수 있도록, 상도공정 직적에 동일한 차체들을 모은 저장창고(Color Grouping Buffer)가 필요하다. 본 논문에서는 도장공장의 상도공정에서의 색상변경비용을 줄일 수 있도록 저장창고에서의 차체의 인입, 저장, 인출을 실시간에 제어하는 Color Selection 시스템을 자동화하여 성공적으로 운영하고 있는 사례를 소개한다.

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Modeling and Simulation Analysis of the Setup Reduction Method in Automobile Painting Process (자동차 도장 공정의 셋업 감소 방법 모델링 및 시뮬레이션 분석)

  • Han, Yong-Hee
    • Journal of the Korea Society for Simulation
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    • v.18 no.3
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    • pp.147-154
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    • 2009
  • In this study we investigate the problem of reducing color change cost at painting operations in an automobile assembly plant. Changing control logic at conveyor junction points prior to the top coat line has been proposed and analyzed using the discrete event simulation model we developed using AutoMod. We also discussed the project which initiated this research as well as the details of painting operations. Simulation analysis showed that the grouping ratio increases from 1.8 to 2.5 if the proposed control logic change is applied to the plant. Contrary to other approaches such as using dedicated equipment for resequencing, our approach has the merit of less investment cost, no need for additional space consumption. We finally note that the grouping ratio can be further increased if our algorithms is implemented as well as CRS (Color Rescheduling Storage) is installed.