• Title/Summary/Keyword: 블랙색상

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Machine Learning based Traffic Light Detection and Recognition Algorithm using Shape Information (기계학습 기반의 신호등 검출과 형태적 정보를 이용한 인식 알고리즘)

  • Kim, Jung-Hwan;Kim, Sun-Kyu;Lee, Tae-Min;Lim, Yong-Jin;Lim, Joonhong
    • Journal of IKEEE
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    • v.22 no.1
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    • pp.46-52
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    • 2018
  • The problem of traffic light detection and recognition has recently become one of the most important topics in various researches on autonomous driving. Most algorithms are based on colors to detect and recognize traffic light signals. These methods have disadvantage in that the recognition rate is lowered due to the change of the color of the traffic light, the influence of the angle, distance, and surrounding illumination environment of the image. In this paper, we propose machine learning based detection and recognition algorithm using shape information to solve these problems. Unlike the existing algorithms, the proposed algorithm detects and recognizes the traffic signals based on the morphological characteristics of the traffic lights, which is advantageous in that it is robust against the influence from the surrounding environments. Experimental results show that the recognition rate of the signal is higher than those of other color-based algorithms.

CCD image Haze Removal using DCP based on Automatic Color Enhancement (자동 색상보정 기반의 DCP를 이용한 CCD 영상에서의 안개제거 기법)

  • Shin, Do-Kyung;Kim, Jae-Kyung;Kwon, Cheol-Hee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.658-660
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    • 2016
  • 최근 디지털 기술의 발달로 인하여 실외 환경에서 획득된 영상은 민수분야 및 군사분야 등과 같이 다양한 목적에 따라 활용되는 분야의 폭이 넓어지고 있다. 교통정보 수집장치, 차량 블랙박스, 산불 및 지진관측, 선락/해안경비 감시, 국경 및 군사표적이동 감시 등의 목적에 의해 촬영된 영상들은 대부분 획득된 영상을 통해서 분석 및 판독의 과정을 거쳐서 각 원하는 정보 획득에 목적을 두고 있다. 하지만 실외에서 촬영된 영상은 실내에서 촬영된 영상에 비해서 기상에 따른 환경적인 요인에 노출이 쉽게 됨으로써 영상에 대한 화질 저하가 발생하는 문제점이 존재한다. 본 논문에서는 화질저하의 원인이 되는 다양한 요인 중에서도 대기중에 존재하는 먼지, 물방울 연무, 안개, 연기 등으로 인해 빛이 산란됨으로써 밝기 값을 왜곡시키는 문제점에 대한 해결 방법을 제안한다.

New Engineering Techniques for Carbon Master Batch (탄소 마스터배치를 위한 새로운 엔지니어링 기술)

  • Pyo, Sang-Gil;Kang, Chang-Gi;Kim, Ki-Seok;Park, Soo-Jin
    • Elastomers and Composites
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    • v.48 no.2
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    • pp.125-132
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    • 2013
  • In this work, we have discussed new engineering systems for preparing carbon master batch composed by carbon black and various organic compounds. In general, polymer resin, which applied for automobile tire, household items, and various industry items, is used with the fillers including carbon black and silica to control the color or properties. Domestic part and material industry has been remarkably developed in that the development of materials including the compounding of raw materials. Meanwhile, the engineering technique for mass production has not reached to a requirement of industry due to slow technique development and high dependence on foreign. Thus, we will focus on the introduction of new engineering technique developed by domestic company for preparing carbon master batch.

Stability Assessment of Ivory Materials by Cleaning Agents (세척제에 의한 상아류 유물의 안정성 평가 연구)

  • Kang, Dai Ill;Lee, Byeong Ju;Lee, Hee Jung
    • Journal of Conservation Science
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    • v.28 no.3
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    • pp.229-233
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    • 2012
  • This research was to evaluate conservational stability of cleaning treatment and color recovery by weak acid treatment on ivory. Before this experiment, had an ivory identification such as black light and schreger angle to find whether it is authentic or not. In wet cleaning treatment on ivory, used polar solvents such as distilled water, acetone, ethyl alcohol and acetic acid which usually used for cleaning ivory and bones. After cleaning took a experiment to evaluate conservational stability in surface observation, calculate weight and color difference. Following these results, these polar solvents were stable on the ivory samples. On the other hand, in weak acid treatment, used samples that were exposed by UV-A, UV-B, UV-C for 1 weeks, to restore its color from changed to original color. After treatment, found tiny cracks and exfoliation on the surface. Moreover, the color changed when it is treated by lemon juice, so, it is impossible to adapt.

Visual Effects of UV Lighting on Bodypainting (UV라이팅에 나타난 바디페인팅 시각적 효과)

  • Kim, Mi-Rim;Choi, Hee-Ja
    • The Journal of the Korea Contents Association
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    • v.11 no.2
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    • pp.268-275
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    • 2011
  • 21C digital culture is now affecting the life of arts and development through our system, as well as body arts and body painting. Body painting is not has been focused through our lives in 21stcentury as one genre. UV body painting is from short to long wave length that demonstrates to us the dimension by science and lighting showing more than 8 colors that are better off being set. From this research the theory of body painting considerate characteristics and vision for it. From the researchers line, dots, and side shows the UV body painting as a one piece of art and analyzing the 3D theory and once again showing vision through what it's affecting to their result.' UV body painting is usage of floral paints and using so called 'black light' that shows the short and long term wavelength that provides the 3D material, but first, this is different from normal body painting like dots, like, and layers shows more thoroughly and shows focused motive and you can easily tell the difference. As of all UV body painting is showing more 3D vision more than the design itself. From all this research, to all the body painters we await the future practical theory to be used and for the better future.

알루미늄 양극산화 피막의 색조에 미치는 전해 인자의 영향

  • Choe, In-Cheol;Jo, Hyo-Jae;Son, In-Jun
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2017.05a
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    • pp.131-131
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    • 2017
  • 알루미늄은 내식성, 내마모성과 같은 물리적, 화학적 성질이 우수하지 못하여 이를 향상시키기 위해서 양극산화법이 산업적으로 널리 사용되고 있다. 알루미늄 양극산화법을 적용하면 강도, 내마모성 및 내식성이 향상될 뿐만 아니라 알루미늄 표면에 규칙적으로 배열된 30nm~100nm 크기의 pore에 염료를 흡착시켜 다양한 색상의 외관을 가지는 양극산화피막을 형성시킬 수 있다. Pore간의 간격은 수십nm~수백nm 정도이며, pore의 크기와 간격 및 깊이는 양극산화조건(양극산화 전압, 전해액의 종류와 농도 및 온도)에 의해 크게 변화된다. 또한 염료의 농도와 착색 시간에 따라서 양극산화 피막의 색조가 변화되는 것으로 알려져 있다. 따라서 본 연구에서는 양극산화피막의 색조에 미치는 전해조건의 영향을 조사하고, 분광측색계를 사용하여 산화피막의 색조를 정량적으로 분석하고 또한 산화피막의 pore에 흡착된 염료를 정량분석하기 위해서 UV-visible을 사용하여 분석하였다. Al5052 합금을 이용하여 에칭, 양극산화, 착색처리, 봉공(sealing)처리를 실시하였다. $55^{\circ}C$ 100g/L NaOH 용액에서 에칭을, $25^{\circ}C$ 10 vol.% $HNO_3$ 용액에서 디스머트를 실시한 다음, $25^{\circ}C$ 10 vol.% $H_2(SO_4)$ 용액에서 15V의 정전압으로 양극산화를 실시하였다. 이후, $55^{\circ}C$ 5~8g/L의 오렌지, 블랙 착색염료(일본 OKUNO 사(社)의 TAC-LH(301), TAC-BLH(411))를 사용하여 착색처리를, $85^{\circ}C$ 초산니켈 수용액에서 봉공처리를 실시하였다. 착색조건으로는 양극산화 시간(5분, 10분, 15분, 20분), 착색 시간(15초, 1분, 2분, 5분) 및 착색 농도(오렌지 -2.5g/L, 5g/L, 7.5g/L, 블랙 - 4g/L, 8g/L, 12g/L)를 변화시켰으며, 산화피막의 색조를 정량 분석하기 위해 분광측색계를 사용하였고 흡착된 염료의 농도를 정량 분석하기 위해서 $55^{\circ}C$, 1M NaOH에 재용해하여 UV-visible로 흡광도를 측정하였다. 양극산화피막의 색조는 양극산화 시간이 길어질수록, 착색시간이 길어질수록, 착색농도가 진할수록 산화피막에 흡착되는 염료의 양이 증가하며 색조가 더 선명해지고 진해지는 것을 확인하였다. 이를 분광측색계로 분석하였을 때 각 전해조건하에서 경향성을 나타내었다. 또한 흡광도 측정을 통해 계산한 염료의 양과 전해조건의 상관관계를 조사하였다. 양극산화 시간이 길어지면 산화피막의 두께가 증가하여 염료가 흡착될 수 있는 표면적이 넓어지고, 착색 시간이 길어지면 동일한 산화피막에 더 많은 염료가 흡착이 된다. 그리고 착색 농도가 진할수록 동일면적, 동일시간 하에서 더 많은 염료가 흡착되어 결과적으로 전해조건이 강해질수록 산화피막의 색조가 진해지는 것으로 판단된다.

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A Scientific Analysis of Dancheong Pigments at Yaksajeon Hall in Gwallyoungsa Temple (창녕 관룡사 약사전 단청안료의 과학적 분석)

  • Han, Min-su;Kim, Jin-hyoung;Lee, Jang-jon
    • Korean Journal of Heritage: History & Science
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    • v.47 no.1
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    • pp.18-31
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    • 2014
  • This study aims at identifying of characteristics and types of the pigments used for Dancheong(surface decorative and protective pigments) of Yaksajeon Hall in Gwallyoungsa Temple using a Micro-XRF, XRD, SEM-EDS and thereafter, comparing it with the pigments of the wall painting in the same building and with Dancheong pigments of Daeungjeon Hall. The results can be briefly summarized as two points. First, different types of pigments for red, green and white colours had been applied based on different parts of the building and more than two different pigments had been mixed to produce various colours in so me parts. Second, scientific analysis has confirmed that raw minerals for each colour groups are: Cinnabar, minium and Hematite for red; white clay and oyster shell white($Al_2O_3{\cdot}SiO_2{\cdot}4H_2O$) for white; Atacamite and Celadonite for green; carbon(C) for black; Yellow Ocher for yellow; and Lazulite for blue. Comparative analysis of such result with that of the wall paintings and of Dancheong of Daeungjeon Hall has revealed that similar minerals had been used in overall except that several different pigments had been added or removed for making green, white and yellow colour groups in some parts. In conclusion, the result has displayed that painters had used different ways of producing pigments by a type of painting or a building within the same period or for the buildings in the same buddhist temple compound.

Detection of Direction Indicators on Road Surfaces Using Inverse Perspective Mapping and NN (원근투영법과 신경망을 이용한 도로노면 방향지시기호 검출 연구)

  • Kim, Jong Bae
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.4
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    • pp.201-208
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    • 2015
  • This paper proposes a method for detecting the direction indicator shown in the road surface efficiently from the black box system installed on the vehicle. In the proposed method, the direction indicators are detected by inverse perspective mapping(IPM) and bag of visual features(BOF)-based NN classifier. In order to apply the proposed method to real-time environments, the candidated regions of direction indicator in an image only performs IPM, and BOF-based NN is used for the classification of feature information from direction indicators. The results of applying the proposed method to the road surface direction indicators detection and recognition, the detection accuracy was presented at least about 89%, and the method presents a relatively high detection rate in the various road conditions. Thus it can be seen that the proposed method is applied to safe driving support systems available.

Production and evaluation of raw materials for porcelain using clay mineral (점토 광물을 이용한 도자기용 소지 제조 및 물성 평가)

  • Kim, Jong-Young
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.29 no.6
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    • pp.317-328
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    • 2019
  • In this work, we investigated clay and raw materials from China (black clay, red clay, white clay) and Korea (Cheonan clay, Obu clay) used for the manufacture of porcelain products. According to chemical analysis results, feldspar components containing CaO, K2O, Na2O and quartz are found in clay materials besides primary clay such as kaollinte, for the clay materials from Korea, which is found more in clay materials from Korea than from China. For the Fe2O3 content, governing whiteness of porcelain products, more iron oxide (> 5 %) is found in Korean clays (Cheonan clay, obu clay, red clay) compared to those form China (black, white clay). Through X-ray diffraction analysis, kaolinite and Halloysite are found to be main phases for all the raw materials and second phases such as quartz and pyrophyllite are found. Using these clay materials, raw materials for porcelain products were produced, and the physicochemical properties were investigated for sintered samples. Absorption rate is in order of Baekja-A < Baekja-B < Yeonbuncheong < Jinbuncheong < Cheongja, and the sample, sintered at 1250℃ in reductive atmosphere, exhibits the lowest absorption rate. Comparing the color of the sintered samples, the samples sintered in oxidative atmosphere (L* value: 86~95 %) show higher whiteness value than those sintered in reductive atmosphere (L* value: 81~93 %). For the Cheongja and Buncheong, the samples sintered in reductive atmosphre shows higher whiteness, L* values, and low a*/b* value, which is due to reduction of iron oxide (Fe2O3).

Cross-cultural Observation of Street Fashion of 2006 F/W in London/paris, New York, and Seoul (2006 F/W 런던/파리, 뉴욕, 서울 크로스 컬쳐럴 스트릿 패션 고찰)

  • Kim, Chil-Soon;Cassill, Nancy
    • Journal of the Korean Society of Clothing and Textiles
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    • v.32 no.12
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    • pp.1939-1949
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    • 2008
  • The purpose of this study was to identify differences or similarities across the ensembles of 2006 F/W fashion trends in the big fashion centers such as Paris, London, New York, and Seoul, by street fashion research. The study focuses on understanding of localized fashion trend in the marketplace. We used photograph observation and analyzed data by SPSS program. We found there is a significant difference in winter outfits at these different global fashion mega cities. Most Korean women were wearing light colored outer jackets and blue jeans were dominant style for pants. The majority of Paris/London, New York and Seoul people on the street were wearing wool/wool like coat. Padded coats were worn more by New Yorkers than by people in Seoul. For the bottom, there is a similarity between Paris/London, and New York City, in that skinny pants were popular. Koreans were wearing skinny pants mostly, but the percentage of mini skirts/shorts was also higher than any other cities. We found that the cross-cultural fashion mega trend is similar in clusters, but there is a slight difference of trend in clothing color, style and design details, and accessories by localized fashion cities. Not only direct observation but also identification of cultural characteristics and consumer behavior through the years will bring much more contributions to apparel industries.