• 제목/요약/키워드: Color K-Means

검색결과 469건 처리시간 0.024초

결막 충혈도 측정을 위한 공막 영상 분할 (Sclera Segmentation for the Measurement of Conjunctival Injection)

  • 배장표;김광기;정창부;양희경;황정민
    • 한국멀티미디어학회논문지
    • /
    • 제13권8호
    • /
    • pp.1142-1153
    • /
    • 2010
  • 결막 충혈은 결막염, 각막염, 포도막염 등의 안과질환의 초기 증세로서 정량적으로 평가할 수 있다면 진단과 경과 관찰에 도움이 된다. 충혈의 정량화에서 공막의 크기는 중요한 지표이지만 기존의 공막 분할 방법이 정확하지 않기 때문에 수동으로 분할하고 있다. 본 논문에서는 충혈의 정량화를 위하여 level set 방법을 이용한 공막 분할 알고리즘을 제안한다. Level set의 초기 모델은 Lab 색상 모드와 k-means 알고리즘, 기하학적인 정보를 이용하여 지정된다. 헤이시안(hessian) 분석으로 공막과 피부 사이의 골을 향상시킨 영상에 level set을 적용하였다. 제안 방법의 성능 측정을 위하여 52개의 전안부 영상에 대하여 실험하였다. 실험 결과, 제안 방법이 화소값만 이용하는 region growing이나 level set의 초기 모델로 임의의 원을 이용하는 방법보다 성능이 우수하였다. 이 논문에서 제안한 공막 분할 방법은 객관적인 충혈도 측정에서 중요한 요소 기술의 역할을 할 것이다.

한국 여성의 피부색 분류와 의상선호색에 관한 연구 (Classifications of the Skin Colors on Korean women and their Preference Colors of Apparel)

  • 이민아;김구자
    • 한국의류학회지
    • /
    • 제26권1호
    • /
    • pp.133-143
    • /
    • 2002
  • The textile industry is petting increased effort to manufacture the value-added products that gives the differentiated characters at every level of fiber and fabric production. The color is an important element to be used strategically in order to push up the value-added design. The colors of apparel products have a close relationship with the skin colors of consumers and their preference colors. This study was carried out to cluster the skin colors of the Korean women into several similar skin colors and to analyze their preference colors by the classified groups. We measured the skin colors of 354 Korean women. With color spectrometer, JX-777, we measured 4 points of the body; cheek with removing cosmetics off, forehead, rear neck and arm on the interior part near elbow. All subjects had been shown with 40 color chips and answered the preference colors and preference colors of apparel. Data were analysed to classify skin colors using K-means Cluster Analysis and Duncan test, Frequency and Chi square test on the preference colors about the clustered 3 groups. In doing so, we used in SPSS Win 10 statistical package. Findings were as fellows: 1) The skin colors of the Korean women were clustered into YR, R, and Y skin colors. The majority of the subjects, 324 observations had YR skin colors and the subjects were classified into 3 kinds of skin color groups who had YR skin colors. 2) The average skin colors of total 324 subjects was 5.23YR 6.49/4.09 in Munsell Color System(MCS), 66.56 in L value, 10.53 in a value, and 20.67 in b value. 3) The average skin color of Type 1 was 7.98YR 6.24/4.14 in MCS, 64.10 in L value, 15.05 in a value, and 24.0 in b value. For Type 2 was 7.30 YR 6.56/3.28 in MCS, 67.24 in L value, 6.89 in a value, and 18.4 in b value, and Type 3 was 7.01 YR 7.20/4.38 in MCS, 73.53 in L value, L 16.04 in a value, and 24.87 in b value. 4) The average face color of total 324 subjects was 7.31YR 6.65/3.56 in MCS, 68.13 in L value, 9.53 in a value, and 20.18 in b value. 5) The average face color of Type 1 was 4.19 YR 6.92/5.05 in MCS, 70.78 in L value, 13.2 in a value, and 25.32 in b value. For Type 2 was 5.24YR 6.33/3.79 in MCS, 64.94 in L value, 9.84 in a value, and 19.08 in b value. Type 3 was 5.4YR 6.85/4.68 in MCS, 70.1 in L value, 11.73 in a value, and 23.92 in b value. 6) The difference of mean values between the clustered 3 skin color groups showed significantly different except the a value of neck and H value of cheeks and H value of foreheads. 7) All 3 groups showed that the most preference colors and the most preference colors of apparel was 5R 4/14. and their preference colors were much more than the preference colors of apparel.

Hand Language Translation Using Kinect

  • Pyo, Junghwan;Kang, Namhyuk;Bang, Jiwon;Jeong, Yongjin
    • 전기전자학회논문지
    • /
    • 제18권2호
    • /
    • pp.291-297
    • /
    • 2014
  • Since hand gesture recognition was realized thanks to improved image processing algorithms, sign language translation has been a critical issue for the hearing-impaired. In this paper, we extract human hand figures from a real time image stream and detect gestures in order to figure out which kind of hand language it means. We used depth-color calibrated image from the Kinect to extract human hands and made a decision tree in order to recognize the hand gesture. The decision tree contains information such as number of fingers, contours, and the hand's position inside a uniform sized image. We succeeded in recognizing 'Hangul', the Korean alphabet, with a recognizing rate of 98.16%. The average execution time per letter of the system was about 76.5msec, a reasonable speed considering hand language translation is based on almost still images. We expect that this research will help communication between the hearing-impaired and other people who don't know hand language.

패션 일러스트레이션에 나타난 판타스틱 신체의 표현 분석 (The Expression of Fantastic Body in Fashion Illustration)

  • 최정화
    • 한국의류산업학회지
    • /
    • 제11권6호
    • /
    • pp.867-877
    • /
    • 2009
  • These days, the fantastic in opposition to classic beauty becomes a genre of creative body expression. The purpose of this study was to analyze the expressive characteristics of body types and meanings in recent fantastic fashion illustration. The method of this study was to analyze recent documentaries, fashion books, internet web site and so forth. The results were as follows: In literatures, pictures and movies, the category of the fantastic body's expressive types were classified as dominant mutant based on SF, multi body or fragment body by disruption, heterogeneous compound based on myth, personified humanoid and non substance in supernatural boundary. The dominant mutant based on SF was expressed image morphing, composition of machine image with body and modern metamorphosis of classic SF body. It means propensity to post-feminism and reservation of meaning analysis based on human unconsciousness. The multi body or fragment body by disruption in fashion illustration was expressed distorted composition of same body pictures, replacement of different bodies, deconstruction and partial omission of body and composition of meaning or non meaning images. It means permanence of self and basic narcissism. The heterogeneous compound based on myth was expressed general composition or optical illusion of various and aggressive animal motive. It means reinterpretation of original myth, metaphor of basic femme fatale, pursuit of permanence and sign of primitive mind in unconsciousness. The personified humanoid was expressed real human body description of mannequin or ball joint doll and anthropomorphism of robot image. It means representative satisfaction and nostalgia of childhood. The non substance in supernatural boundary was expressed grotesque description of ghost, zombie, vampire, angel, fairy, using of symbolic red, black color and non body. It means human's basic desire about immortality and taboo. Through the result of these study, the expression of fantastic body in fashion illustration will expend expressive method and we will understand human and cultural codes of today.

HEVC 기반 다시점 컬러 영상 및 깊이 정보 맵 부호화 방법 (Multi-View Color Video and Depth Map Coding based on HEVC)

  • 유선미;남정학;임웅;심동규;정원식;허남호
    • 대한전자공학회논문지SP
    • /
    • 제49권2호
    • /
    • pp.83-93
    • /
    • 2012
  • 본 논문에서는 다시점의 컬러 영상 및 깊이 정보 맵을 효율적으로 압축하는 방법을 제안한다. 제안하는 다시점 컬러 영상과 깊이 정보 맵 압축 방법을 통하여, 컬러 영상과 깊이영상이 각각 동일시점 내에서 화면 간 참조를 수행함은 물론, 확장 시점의 컬러 영상과 깊이 정보 맵이 이웃한 시점의 컬러 영상과 깊이 정보 맵을 각각 참조하는 시점 간 참조를 추가적으로 수행함으로써 부호화 효율을 높일 수 있다. 제안한 방법을 통하여 실험을 수행한 결과 2시점의 경우 컬러 영상은 각 시점의 영상을 시점간 부호화 하지 않은 영상에 비하여 약 55%의 부호화 이득이 있었으며 깊이 정보 맵은 약 12%의 부호화 이득이 있었다. 3시점의 경우에는 컬러 영상에 대하여 바깥 시점은 화면 간 예측 부호화를 하지 않은 영상에 비해 54%, 중간 시점은 56%의 비트를 절약할 수 있었다. 또한, 3시점의 깊이 정보 맵에 대하여 예측 부호화를 하지 않은 영상에 비해 약 11%의 바깥 시점 부호화 성능과 13%의 중간 시점 부호화 성능을 얻을 수 있었다.

청색 인광 유기EL 소자를 위한 wide-gap 재료의 제작 및 특성 (Properties of Wide-Gap Material for Blue Phosphorescent Light Emitting Device)

  • 전지연;한진우;서대식
    • 한국전기전자재료학회:학술대회논문집
    • /
    • 한국전기전자재료학회 2008년도 춘계학술대회 및 기술 세미나 논문집 디스플레이 광소자
    • /
    • pp.36-36
    • /
    • 2008
  • Organic light-emitting device (OLED) have become very attractive due to their potential application in flat panel displays. One important problem to be solved for practical application of full-color OLED is development of three primary color (Red, Green and Blue) emitting molecule with high luminous operation. Particularly, the development of organic materials for blue electroluminescence (EL) lags significantly behind that for the other two primary colors. For this reason, Flu-Si was synthesized and characterized by means of high-resolution mass spectro metry and elemental analyses. Flu-Si has the more wide optical band gap (Eg = 3.86) than reference material (Cz-Si, Eg = 3.52 eV). We measured the photophysical and electrochemical properties of Flu-Si. The HOMO-LUMO levels were estimated by the oxidation potential and the onset of the UV-Vis absorption spectra. The EL properties were studied by the device fabricated as a blue light emitting material with FIrpic.

  • PDF

퍼지 클러스터링 알고리즘 기반의 라벨 병합을 이용한 이동물체 인식 및 추적 (Recognition and Tracking of Moving Objects Using Label-merge Method Based on Fuzzy Clustering Algorithm)

  • 이성민;성일;주영훈
    • 전기학회논문지
    • /
    • 제67권2호
    • /
    • pp.293-300
    • /
    • 2018
  • We propose a moving object extraction and tracking method for improvement of animal identification and tracking technology. First, we propose a method of merging separated moving objects into a moving object by using FCM (Fuzzy C-Means) clustering algorithm to solve the problem of moving object loss caused by moving object extraction process. In addition, we propose a method of extracting data from a moving object and a method of counting moving objects to determine the number of clusters in order to satisfy the conditions for performing FCM clustering algorithm. Then, we propose a method to continuously track merged moving objects. In the proposed method, color histograms are extracted from feature information of each moving object, and the histograms are continuously accumulated so as not to react sensitively to noise or changes, and the average is obtained and stored. Thereafter, when a plurality of moving objects are overlapped and separated, the stored color histogram is compared with each other to correctly recognize each moving object. Finally, we demonstrate the feasibility and applicability of the proposed algorithms through some experiments.

은 나노와이어 레이저 패터닝 시 발생하는 황변 현상에 대한 연구 (A Study of the Yellowing Phenomenon in the Laser Patterning of Silver Nanowire)

  • 황준식;박종은;양민양
    • 한국생산제조학회지
    • /
    • 제24권1호
    • /
    • pp.94-97
    • /
    • 2015
  • In this study, we introduce a yellowing phenomenon in silver nanowire laser patterning and attempt to understand the cause of this phenomenon. Silver nanowire is a promising alternative to indium tin oxide as a transparent electrode owing to its flexibility. Additionally, silver nanowire can be easily patterned by laser ablation, which is free of dangerous chemicals. However, a yellowish color change reducing visibility is observed on the patterned area of the silver nanowires, and this yellowing phenomenon prevents the use of silver nanowire as a transparent electrode material. We concluded that resolidified debris of melted and evaporated silver nanowires after laser ablation causes the color change of the electrode. Further research is needed to determine a means of mitigating this yellowing phenomenon.

POSITION AND POSTURE ESTIMATION OF 3D-OBJECT USING COLOR AND DISTANCE INFORMATION

  • Ji, Hyun-Jong;Takahashi, Rina;Nagao, Tomoharu
    • 한국방송∙미디어공학회:학술대회논문집
    • /
    • 한국방송공학회 2009년도 IWAIT
    • /
    • pp.535-540
    • /
    • 2009
  • Recently, autonomous robots which can achieve the complex tasks have been required with the advance of robotics. Advanced robot vision for recognition is necessary for the realization of such robots. In this paper, we propose a method to recognize an object in the actual environment. We assume that a 3D-object model used in our proposal method is the voxel data. Its inside is full up and its surface has color information. We also define the word "recognition" as the estimation of a target object's condition. This condition means the posture and the position of a target object in the actual environment. The proposal method consists of three steps. In Step 1, we extract features from the 3D-object model. In Step 2, we estimate the position of the target object. At last, we estimate the posture of the target object in Step 3. And we experiment in the actual environment. We also confirm the performance of our proposal method from results.

  • PDF

유기색소의 흡수대 형태와 분자구조와의 상관성 (Relationship between the Molecular Structure and the Absorption Band Shape of Organic Dye)

  • 전근;권선영;김성훈
    • 한국염색가공학회지
    • /
    • 제27권4호
    • /
    • pp.270-274
    • /
    • 2015
  • Molecules always show broad absorption band envelopes, and this results from the vibrational properties of bonds. The width of an absorption band can have an important influence on the color of a dye. A narrow band imparts a bright, spectrally pure color to the dye, whereas a broad band can give the same hue, but with a much duller appearance. Typically, half-band widths of cyanine dyes are about 25nm compared to value of over 50nm for typical merocyanine dyes. Thus, cyanine dyes are exceptionally bright. The factors influencing the width of an absorption band can be understood with reference to the Morse curves. The width of the absorption band depends on how closely the bond order of the molecules in the first excited state resembles that in the ground state. We have quantitatively evaluated the "molecular structure-absorption band shape" relationship of dye molecules by means of Pariser-Parr-Pople Molecular Orbital Method(PPP-MO).