• Title/Summary/Keyword: color distribution

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Color image segmentation using clustering based on mathematical morphology (수학적 형태학에 기반한 클러스터링을 이용한 칼라영상의 영역화)

  • 박상호;윤일동;이상욱
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.8
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    • pp.68-80
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    • 1996
  • In this paper, we propose a novel color image segmentation algorithm based on clustering in 3-dimensional color space employing the mathematical morphology. More specifically, since we take into account the topological properties such as the shape, connectivity and distribution of clusters in the clustering process, the number of clusters in the color cube, as well as their centers, can be easily obtained, without a priori knowledge on the input images. Intensive computer simulation has been performed and the results are discussed in this paper. The resutls of the simulation on the images in various color coordinates show that the segmentation is independent of the choice of color coordinates and the shape of clustes. Segmentation results of the vector quantizer are also presented for the comparison purpose.

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Ten Years of Debate on the Origin of Globular Cluster Color Bimodality

  • Kim, Hak-Sub;Yoon, Suk-Jin
    • The Bulletin of The Korean Astronomical Society
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    • v.41 no.1
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    • pp.32.2-32.2
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    • 2016
  • The globular cluster (GC) systems in most elliptical galaxies show bimodal color distributions. This phenomenon has been generally regarded as a bimodal metallicity distribution, indicating the presence of two sub-populations in a GC system. However, since a new explanation on the bimodality was introduced where the nonlinear metallicity-to-color conversion can cause bimodal color distributions, the origin of this phenomenon has been under hot debate. In this presentation, we briefly review the ten-year debate on the origin of GC color bimodality, and present our recent pieces of evidence on the nonlinear nature of GC color-metallicity relations.

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Object Modeling with Color Arrangement for Region-Based Tracking

  • Kim, Dae-Hwan;Jung, Seung-Won;Suryanto, Suryanto;Lee, Seung-Jun;Kim, Hyo-Kak;Ko, Sung-Jea
    • ETRI Journal
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    • v.34 no.3
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    • pp.399-409
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    • 2012
  • In this paper, we propose a new color histogram model for object tracking. The proposed model incorporates the color arrangement of the target that encodes the relative spatial distribution of the colors inside the object. Using the color arrangement, we can determine which color bin is more reliable for tracking. Based on the proposed color histogram model, we derive a mean shift framework using a modified Bhattacharyya distance. In addition, we present a method of updating an object scale and a target model to cope with changes in the target appearance. Unlike conventional mean shift based methods, our algorithm produces satisfactory results even when the object being tracked shares similar colors with the background.

Color Component Analysis For Image Retrieval (이미지 검색을 위한 색상 성분 분석)

  • Choi, Young-Kwan;Choi, Chul;Park, Jang-Chun
    • The KIPS Transactions:PartB
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    • v.11B no.4
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    • pp.403-410
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    • 2004
  • Recently, studies of image analysis, as the preprocessing stage for medical image analysis or image retrieval, are actively carried out. This paper intends to propose a way of utilizing color components for image retrieval. For image retrieval, it is based on color components, and for analysis of color, CLCM (Color Level Co-occurrence Matrix) and statistical techniques are used. CLCM proposed in this paper is to project color components on 3D space through geometric rotate transform and then, to interpret distribution that is made from the spatial relationship. CLCM is 2D histogram that is made in color model, which is created through geometric rotate transform of a color model. In order to analyze it, a statistical technique is used. Like CLCM, GLCM (Gray Level Co-occurrence Matrix)[1] and Invariant Moment [2,3] use 2D distribution chart, which use basic statistical techniques in order to interpret 2D data. However, even though GLCM and Invariant Moment are optimized in each domain, it is impossible to perfectly interpret irregular data available on the spatial coordinates. That is, GLCM and Invariant Moment use only the basic statistical techniques so reliability of the extracted features is low. In order to interpret the spatial relationship and weight of data, this study has used Principal Component Analysis [4,5] that is used in multivariate statistics. In order to increase accuracy of data, it has proposed a way to project color components on 3D space, to rotate it and then, to extract features of data from all angles.

Velocity Distribution Measurements in Mach 2.0 Supersonic Nozzle using Two-Color PIV Method (Two Color PIV 기법을 이용한 마하 2.0 초음속 노즐의 속도분포 측정)

  • 안규복;임성규;윤영빈
    • Journal of the Korean Society of Propulsion Engineers
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    • v.4 no.4
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    • pp.18-25
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    • 2000
  • A two-color particle image velocimetry (PIV) has been developed for measuring two dimensional velocity flowfields and applied to a Mach 2.0 supersonic nozzle. This technique is similar to a single-color PIV technique except that two different color laser beams are used to solve the directional ambiguity problem. A green-color laser sheet (532 nm: 2nd harmonic beam of YAG laser) and a red-color laser sheet (619 nm: output beam from YAG pumped Dye laser using Rhodamine 640) are employed to illuminate the seeded particles. A high resolution (3060${\times}$2036) digital color CCD camera is used to record the particle positions. This system eliminates the photographic-film processing time and subsequent digitization time as well as the complexities associated with conventional image shifting techniques for solving directional ambiguity problem. The two-color PIV also has the advantage that velocity distributions in high speed flowfields can be measured simply and accurately by varying the time interval between two different laser beams due to its high signal-to-noise ratio and thereby less requirement of panicle pair numbers for a velocity vector in one interrogation spot. The velocity distribution in the Mach 2.0 supersonic nozzle has been measured and the over-expanded shock cell structure can be predicted by the strain rate field. These results are compared and analyzed with the schlieren photograph for the velocity distributions and shock location.

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Quantization and Calibration of Color Information From Machine Vision System for Beef Color Grading (소고기 육색 등급 자동 판정을 위한 기계시각 시스템의 칼라 보정 및 정량화)

  • Kim, Jung-Hee;Choi, Sun;Han, Na-Young;Ko, Myung-Jin;Cho, Sung-Ho;Hwang, Heon
    • Journal of Biosystems Engineering
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    • v.32 no.3
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    • pp.160-165
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    • 2007
  • This study was conducted to evaluate beef using a color machine vision system. The machine vision system has an advantage to measure larger area than a colorimeter and also could measure other quality factors like distribution of fats. However, the machine vision measurement is affected by system components. To measure the beef color with the machine vision system, the effect of color balancing control was tested and calibration model was developed. Neural network for color calibration which learned reference color patches showed a high correlation with colorimeter in L*a*b* coordinates and had an adaptability at various measurement environments. The trained network showed a very high correlation with the colorimeter when measuring beef color.

A Study on the Color use and Preference in Office Storage Furniture (사무용 수납가구의 색사용 및 선호에 관한 연구)

  • Shin, Hwa-Kyoung;Ha, Sook-Nyung
    • Proceedings of the Korean Institute of Interior Design Conference
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    • 2005.05a
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    • pp.243-246
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    • 2005
  • As seen in constant reference to our modern are as the 'Information Age', our daily lives are flooded with a variety of information. Under such circumstance, efficient management and distribution of information are increasingly needed. When it comes to office environment, the role of furniture is very important because furniture must be placed in the office and it also serves as an essential component to improve work efficiency. As the importance of furniture increases, office furniture reflects diverse needs. That is to say, office furniture is used to partition space while reflecting mental and emotional state of workers in the office. At this backdrop, it can be perceived that office goes beyond a place where work is done. In order to contemplate how office and office furniture enhance work efficiency and create pleasant, delightful office environment, the study in this paper identified and examined overall color images of office, and color use and color preference in office furniture. The purposes of this study were: 1) to identify the use of and preference for color images of office 2) to analyze the color images of office furniture and understand its color use and color preference; 3) to understand the color use and color preference in office storage furniture.

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Evaluation of the Use of Color Distribution Image Search in Various Setup (칼라 분포정보를 이용한 성능적 이미지 검색 평가)

  • Lee, Yong-Hwan;Ahn, Hyo-Chang;Rhee, Sang-Burm;Park, Jin-Yang
    • Journal of the Korea Computer Industry Society
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    • v.7 no.5
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    • pp.537-544
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    • 2006
  • Image Search is one of the most exciting and fast growing research areas in the filed of multimedia technology. This paper conducts an empirical evaluation of color descriptor that uses the information of color distribution in color images, which is the most basic element for image search. With the experimental results, we observe that in the top 10% of precision, HSV, Daubechies 9/7 and 2 level decomposition have little better than others. Also histogram quadratic metrics outperform the Minkowski form distance metrics in similarity measurements, but spend more than 20 in computational times.

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The Relationship Between Dental Anxiety and Main Colors of Dentists which Students of the Lower Class Elementary School draw (초등학교 저학년 아동이 그린 치과의사 그림의 주조색과 치과불안도와의 연관성)

  • Park, Eui-Jung;Lee, Jung-Hwa
    • Journal of Korean society of Dental Hygiene
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    • v.6 no.4
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    • pp.339-348
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    • 2006
  • The present paper described the relationship between dental anxiety and main colors of elementary student's drawing of dentists. This paper is based on the survey with 555 samples were chosen from a first, second and third grade students of the elementary school located in Chilgok-gun Gyeongsangbuk-do. During the survey, students were asked to picture a dentist by using 12 colors crayon randomly. And the survey result was summarized in three categories. Those are the main color(most frequently used color) distribution in the children's drawings, ratio differences of the main color in terms of gender and the anxiety score for the each color. 1. The order of main colors was blue, white, green, gray, yellow, purple, ocher yellow, orange, pink, red, black and brown from the top to bottom. 2. The main colors distribution in terms of gender, male mostly used green and black compare to female, and female mostly used pink, yellow and white compare to male(p<0.01). 3. The order of the anxiety score for main colors is black, brown, red, yellow, pink, orange, green, white, gray, blue, purple and ocher yellow form the top to bottom(p<0.01).

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Development of Structural Design and Standards for Fishery Containers during Distribution Process (수송용 어상자 포장용기 규격 및 구조설계에 대한 연구)

  • Lee, Myung-Hoon;Son, Ki-Ju;Kim, Jai-Neung
    • KOREAN JOURNAL OF PACKAGING SCIENCE & TECHNOLOGY
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    • v.8 no.2
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    • pp.32-38
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    • 2002
  • In order to improve the transportability and safety of fishery products during distribution process, we developed new containers made of polyethylene polypropylene copolymers. Two types are developed; two color type and bar type. As the result, the stacking efficiency improved by 27.6% while providing great transportability and decreasing sanitation problems.

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