• Title/Summary/Keyword: Color K-Means

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Lip Detection Algorithm Using Color Clustering (색상 군집화를 이용한 입술탐지 알고리즘)

  • Jeong, Jongmyeon;Choi, Jiyun;Seo, Ji Hyuk;Lee, Se Jun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2012.07a
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    • pp.277-278
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    • 2012
  • 본 논문에서는 색상 군집화를 이용한 입술탐지 알고리즘을 제안한다. 이를 위해 이미 많이 알려져 있는 AdaBoost를 이용한 얼굴탐지를 수행한다. 탐지된 얼굴영역에 Lab 컬러시스템을 적용 시킨 후 입술픽셀의 특징에 따른 색상 마커를 사용하여 피부영역을 추출한다. 추출된 피부영역에 대하여 K-means 색상 군집화를 통해 입술영역을 추출한다. 그리고 실험을 통해 입술탐지 결과를 확인하였다.

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Comparative Research on Color Preference of Fashion Specialists between Korea and Italy (한국과 이태리 패션전문가의 색채기호 비교연구)

  • Kim, Mun-Young;Cho, Woo-Hyun
    • Journal of the Korean Society of Costume
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    • v.56 no.2 s.101
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    • pp.112-124
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    • 2006
  • Globally, several ethnic groups have expressed their spirit cultures based on their ethnic identity in diverse ways. Clothing has been one of the convenient objects to express ethnic identities. Therefore, patterns and colors used in traditional costumes have worked as a means to help understanding spirit cultures of ethnic groups. Since colors help strengthening solidarity of social members based on ethnic preference and community consensus, colors have performed a crucial role as a strategic tool in the fashion business closely related to consumers' individual characteristics. In survey results, color preferences of Korean and Italian specialists showed significant differences in signboard colors and disliked colors. Many Korean fashion specialists selected pink as a preferred color, black as a clothing color, red and white as a color with high visibility, and orange as a disliked color. In case of Italy, many specialists selected red and black as highly visible colors for a signboard, and green as a disliked color. In results comparing color preference for colors between Korean and Italian fashion design specialists, there were differences in color sensibility. Since this research used data from survey conducted using a very limited and much manipulated stimuli among a wide range of color schema and patterns, the study result may not be fully generalized. In future studies, more research using diversely segmented stimuli would be needed.

A Comparative Study of Men's Global Apparel Brand Websites: Focused on Color Application of Local & Global Websites (남성 글로벌 브랜드의 국내외 웹사이트 색채 특성 비교)

  • Park, Ha-Na;Cho, Ju-Yeon;Lee, Kyu-Hye
    • The Research Journal of the Costume Culture
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    • v.17 no.2
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    • pp.343-351
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    • 2009
  • As more and more consumers shop online, websites of fashion brands have become effective means for business activities. The Colors of web sites are the most effective visual elements for e-tailers to communicate with consumers. The purpose of this study is to compare websites created for local and global markets by men's apparel brands. The empirical study focused on differences of color application between the local and global websites. Fourteen brands were chosen for the study. The main color, sub color, and accent color were extracted according to the screen component ratios for each website. The colors were analyzed by Munsell's 10 Hues and 12 tone classifications of Practical Color Coordinate System. The Results indicated that all websites were using White as the main color. The local website used pale tones while global websites used dark tones. There was also differences in the use of sub colors and tones. Red was most used as the accent color in both local and global websites.

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STUDY ON THE COLOR STABILITY OF VENEER RESIN (Veneer Resin의 색안정성에 관한 연구)

  • Kim, Yung-Hai
    • Restorative Dentistry and Endodontics
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    • v.16 no.1
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    • pp.1-5
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    • 1991
  • The purpose of this study was to investigate the color stability of 2 light - polymerized veneer resins and 3 heat - polymerized veneer resins. Five specimen discs of each brand were immersed in distilled water at $37^{\circ}C$, in darkroom for 120 days. The distilled water was changed on every third day to prevent contamination from micro - organisms. The color characteristics of all the samples were measured by computer controlled spectrophotometer. The appearence was characterized by means of the $L^*$, $a^*$ and $b^*$ uniform color space(CIELAB) and total color difference was calculated. The following results were obtained 1) ${\Delta}E^*ab$ - value in all brand except IS is were greater than 1 perceptable in visual evaluation. 2) ${\Delta}E^*ab$ - value in VI, IS and VG were lower than upper limit of acceptablilty(3.3 in ${\Delta}E^*ab$). DC was the worst in color stability and was changed into yellow color.

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THE RED COLOR OF MARS FROM OPTICAL SPECTRA

  • LEE, SEUNG-A;LEE, DONG-EUN;JO, YEUNG-HUN;SONG, IN-OK
    • Publications of The Korean Astronomical Society
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    • v.30 no.2
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    • pp.761-763
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    • 2015
  • Colors have been derived from the observed optical spectrum of Mars and Jupiter. It is known that the planets and the Moon emit reflected sunlight and thus their spectra are similar to the spectrum of solar radiation. The question was then why is the color of Mars different from that of other planets, i.e. red, although it would share the same spectrum of reflected sunlight. Can one derive color from the spectrum? Therefore, we observed the optical spectra of the scattered sunlight in day time for the Moon and Mars using a 1-D array spectrograph on the 12-inch reflecting telescope in the Korea Science Academy of KAIST in Busan, Korea. We adopted the International Commission on Illumination (CIE) in 1931 of three spectral sensitivity peaks for the human eye in short, medium and long wavelengths in visible light. The observed spectra were imposed on CIE sensitivities and the color detected by the human eye was derived. The Mars spectrum represents red color and the Moon white. It is a similar color to that which a human would see. This result means that color is easily derived from astronomical spectra. The appearance of the planets surface can be determined for Mars, which is the result of iron oxide.

Performance of the Agilent Microarray Platform for One-color Analysis of Gene Expression

  • Song Sunny;Lucas Anne;D'Andrade Petula;Visitacion Marc;Tangvoranuntakul Pam;FulmerSmentek Stephanie
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2006.02a
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    • pp.78-78
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    • 2006
  • Gene expression analysis can be performed by one-color (intensity-based) or two-color (ratio-based) microarray platforms depending on the specific applications and needs of the researcher. The traditional two-color approach is well founded from a historical and scientific standpoint, and the one-color approach, when paired with high quality microarrays and a robust workflow, offers additional flexibility in experimental design. Two of the major requirements of any microarray platform are system reproducibility, which provides the means for high confidence experiments and accurate comparison across multiple samples; and high sensitivity, for the detection of significant gene expression changes, including small fold changes across multiple gene sets. Each of these requirements is fulfilled by the Agilent One-color Gene Expression Platform as illustrated by the data included in this study. As a result, researchers have the ability to take advantage of the enhanced performance and sensitivity of Agilent's 60-mer oligonucleotide microarrays, and experience the first commercial microarray platform compatible with both one- and two-color detection.

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Effects of Current Modulation Conditions on the Chromaticity of Phosphor Converted (PC) White LEDs

  • Kim, Seungtaek;Kim, Jongseok;Kim, Hyungtae;Kim, Yong-Kweon
    • Journal of the Optical Society of Korea
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    • v.16 no.4
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    • pp.449-456
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    • 2012
  • For two well-known modulation methods, stepwise current modulation (SCM) and pulse width modulation (PWM), the effects of driving current modulation conditions on chromaticity were experimentally investigated in a white LED lighting system. For the experimental implementation of both SCM and PWM, a white LED lighting was fabricated using phosphor converted (PC) white light emitting diodes (LEDs) and a driving circuit module was developed. By using them, the variations of illuminance, color coordinates, and spectrum were evaluated under various forward current conditions. Through the analysis in color coordinates, yellow shift in SCM and blue shift in PWM were observed on chromaticity diagrams with increasing average driving current. In addition, in order to analyze color deviation quantitatively, color distance before and after current increase, and the correlated color temperature (CCT) were calculated. As a result, for the white LED lighting in both modulation conditions, the maximum difference in the calculated CCT was obtained close to 1000 K. It means that careful consideration is required to be taken in the design of illumination systems to avoid serious problems such industrial accidents.

On-line Inspection Algorithm of Brown Rice Using Image Processing (영상처리를 이용한 현미의 온라인 품위판정 알고리즘)

  • Kim, Tae-Min;Noh, Sang-Ha
    • Journal of Biosystems Engineering
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    • v.35 no.2
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    • pp.138-145
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    • 2010
  • An on-line algorithm that discriminates brown rice kernels on their echelon feeder using color image processing is presented for quality inspection. A rapid color image segmentation algorithm based on Bayesian clustering method was developed by means of the look-up table which was made from the significant clusters selected by experts. A robust estimation method was presented to improve the stability of color clusters. Discriminant analysis of color distributions was employed to distinguish nine types of brown rice kernels. Discrimination accuracies of the on-line discrimination algorithm were ranged from 72% to 85% for the sound, cracked, green-transparent and green-opaque, greater than 93% for colored, red, and unhulled, about 92% for white-opaque and 67% for chalky, respectively.

The Mordant Effects Used by Natural Tannin Dyed with Lac powder: Tara and Myrobalan (락(Lac) 염색시 천연탄닌의 매염효과: 타라와 미로발란)

  • Bai, Sangkyoung
    • Journal of Fashion Business
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    • v.18 no.4
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    • pp.114-124
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    • 2014
  • This research was carried out to find the mordant effects by Tara and Myrobalan as natural tannins on the cow leather dyed with Lac powder. The cow leathers were treated with Tara, Myrobalan, Al, Cu, and Fe mordants by changing treatment orders. It was examined for K/S value, surface color changes, and color difference. The K/S value generally has higher Myrobalan than Tara, and pre-mordant than post-mordanted condition. Cu is the strongest among the three mordants. As a results of the treatment order, the K/S value is higer in pre-tannin-mordant agent than in pre-mordant agent-tannin. In the post mordant, K/S value is higher in mordant agent-tannin than in tannin-mordant agent. The color difference and color factors such as H, V and C were various according to the mordant agents, treatment orders and mordant methods; and surface colors of dyed cow leathers were R and RP. It was difficult to find some significant means of mordant orders.

Effects of Adaptation and Sudden Remove of Various Color Information on Plantar Foot Pressure during Gait in Normal Adults (다양한 색상 정보에 대한 적응과 갑작스런 제거가 정상 성인의 보행 중 족저압력에 미치는 영향)

  • Lee, Sang-Yeol;Choi, Su-Hong;Lee, Su-Kyoung
    • Journal of the Korean Society of Physical Medicine
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    • v.6 no.4
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    • pp.391-396
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    • 2011
  • Purpose : The Purpose of this study is to investigate the values of foot pressure during gait cycle according to adaptation and sudden remove of various color information. Methods : Participants who met the criteria for this study (n=13). RS-Scan was used to measure plantar foot pressur according to Five kinds of color information in this study. Results : The adaptation of various color information is no statistically significant on all area. But sudden remove of various color information is statistically significant on T2-5, M5 and MF area. Conclusion : The results of this study suggest that sudden remove of various color information reduces the ability of balance during gait in normal adults. And these results means that increase risk of falling down according to sudden remove of various color information.