• 제목/요약/키워드: Color variance

검색결과 205건 처리시간 0.024초

RGB Contrast 영상에서의 Local Binary Pattern Variance를 이용한 연기검출 방법 (Smoke Detection Method Using Local Binary Pattern Variance in RGB Contrast Imag)

  • 김정한;배성호
    • 한국멀티미디어학회논문지
    • /
    • 제18권10호
    • /
    • pp.1197-1204
    • /
    • 2015
  • Smoke detection plays an important role for the early detection of fire. In this paper, we suggest a newly developed method that generated LBPV(Local Binary Pattern Variance)s as special feature vectors from RGB contrast images can be applied to detect smoke using SVM(Support Vector Machine). The proposed method rearranges mean value of the block from each R, G, B channel and its intensity of the mean value. Additionally, it generates RGB contrast image which indicates each RGB channel’s contrast via smoke’s achromatic color. Uniform LBPV, Rotation-Invariance LBPV, Rotation-Invariance Uniform LBPV are applied to RGB Contrast images so that it could generate feature vector from the form of LBP. It helps to distinguish between smoke and non smoke area through SVM. Experimental results show that true positive detection rate is similar but false positive detection rate has been improved, although the proposed method reduced numbers of feature vector in half comparing with the existing method with LBP and LBPV.

광원(光源), 배경색(背景色), 소요시간(所要時間)이 치아색(齒牙色) 선택(選擇) 능력(能力)에 미치는 영향(影響) (A CORRELATIVE STUDY OF THE EFFECTS OF LIGHT SOURCE, BACKGROUND COLOR, AND TIME SPENT ON THE ABILITY TO MATCH TOOTH SHADE)

  • 권오임
    • 대한치과보철학회지
    • /
    • 제16권1호
    • /
    • pp.38-44
    • /
    • 1978
  • Color is an important factor in dental esthetics. Application of natural tooth color will not fail to produce pleasing results. But a standardized method of shade matching has not been adopted. If we are to overcome the color matching problem in dentistry, an understanding of the nature of color and light is essential. The purpose of this study was to compare the effects of different light sources and different background colors on the ability of observers to correctly match shades of artifical teeth. And observation was made to determine if the time spent in making a shade match was a factor in the correctness of the response. A test method was devised and 50 individuals made observations which were recorded and analyzed. $X^2$-test gave results indicating that the time factor had no effect on the response made. An analysis of variance showed the following effects significant at the five percent level; (1) light source (2) background color (3) subject. The following conclusions can be drawn from this study; (1) The time spent in making shade selection is not a factor in the correctness of the selections. (2) The light source used is an important factor in matching tooth shade; and there is no significant difference between the light sources in shade matching. (3) Under the conditions of this study, the greatest accuracy in shade matching was obtained on the brown background.

  • PDF

Effect of surface finishing treatments on the color stability of CAD/CAM materials

  • Ozen, Funda;Demirkol, Nermin;Oz, Ozge Parlar
    • The Journal of Advanced Prosthodontics
    • /
    • 제12권3호
    • /
    • pp.150-156
    • /
    • 2020
  • PURPOSE. The aim of this study was to evaluate the effect of different surface finishing processes on the color stabilities of lithium disilicate glass-ceramics, zirconia-reinforced lithium silicate ceramics, and resin nanoceramics after artificial ageing. MATERIALS AND METHODS. 216 samples were prepared from 3 different CAD/CAM materials (LAVA Ultimate, IPS e.max CAD, VITA Suprinity) with A1 HT color at a size of 14 × 12 mm and a thickness of 0.5 ± 0.05 mm. Color measurements of the samples were performed with a spectrophotometer using color parameters and CIE Lab color system on a gray backing between baseline color and after 5000 cycles of artificial ageing in 4 stages (i.e. the first measurement before the treatment, the second measurement after polishing, the third measurement after cement application, and the fourth measurement after artificial ageing). The results were evaluated using the Variance analysis and Fisher's LSD test. RESULTS. Resin nanoceramics (LU) exhibited higher color change values than zirconia-reinforced lithium silicate (VS) and lithium disilicate (EC) ceramics after artificial ageing. Manual polishing and glazing resulted in similar color change for LU and VS (P>.05). In the EC group, glazing provided statistically different results as compared to the manual polishing and control groups (P<.05). Among the ceramic groups, color change values of the subgroup, which was treated by glazing, of the zirconia-reinforced lithium silicate (VS) and lithium disilicate (EC) samples were below the clinically acceptable level (ΔE < 3.5). CONCLUSION. The lowest color change for all stages was observed in Vita Suprinity.

Comparison of instrumental methods for color change assessment of Giomer resins

  • Luiza de Almeida Queiroz Ferreira;Rogeli Tiburcio Ribeiro da Cunha Peixoto ;Claudia Silami de Magalhaes;Tassiana Melo Sa;Monica Yamauti ;Francisca Daniele Moreira Jardilino
    • Restorative Dentistry and Endodontics
    • /
    • 제47권1호
    • /
    • pp.8.1-8.9
    • /
    • 2022
  • Objectives: The aim of this study was to compare the color change of the Giomer resin composite (Beautifil-Bulk) by using photographs obtained with a smartphone (iPhone 6S) associated with Adobe Photoshop software (digital method), with the spectrophotometric method (Vita Easyshade) after immersion in different pigment solutions. Materials and Methods: Twenty resin composite samples with a diameter of 15.0 mm and thickness of 1.0 mm were confectioned in A2 color (n = 5). Photographs and initial color readings were performed with a smartphone and spectrophotometer, respectively. Then, samples were randomly divided and subjected to cycles of immersion in distilled water (control), açai, Coke, and tomato sauce, 3 times a day, 20 minutes for 7 days. Later, new photographs and color readings were taken. Results: The analysis (2-way analysis of variance, Holm-Sidak, p < 0.05) demonstrated no statistical difference (p < 0.005) between the methods in all groups. Similar color changes were observed for all pigment solutions when using the spectrophotometric method. For the digital method, all color changes were clinically unacceptable, with distilled water and tomato sauce similar to each other and with statistical differences (p < 0.005) for Coke and açai. Conclusions: Only the tomato sauce produced a color change above the acceptability threshold using both methods of color assessment. The spectrophotometric and digital methods produce different patterns of color change. According to our results, the spectrophotometric method is more recommended in color change assessment.

조명의 조도 및 색온도 제어에 의한 실내 두 공간의 공간감 변화 (A Study on the Sense of Continuity between Two Rooms by Adjusting the Illuminance and The Color Temperature of Lighting)

  • 윤혜림
    • 한국실내디자인학회논문집
    • /
    • 제33호
    • /
    • pp.83-89
    • /
    • 2002
  • This paper describes the experiments to examine the sense of continuity produced by lighting between physically separated spaces. Tolerable limits of illuminance were measured for providing a sense of continuity between two rooms connected by a window. In the experiments the illuminance and color of lighting of the subjects room were changed while those of the other room were kept constant. The results show that the observers could certainly determine the range of optimum illuminance for them to recognize continuity, and the variance of the results between observers is very small. Moreover, the tolerable range of illuminance was almost constant as far as the color difference was less than some critical value. This finding would be helpful in designing a lighting system for providing a sense of continuity.

Day and night license plate detection using tail-light color and image features of license plate in driving road images

  • Kim, Lok-Young;Choi, Yeong-Woo
    • 한국컴퓨터정보학회논문지
    • /
    • 제20권7호
    • /
    • pp.25-32
    • /
    • 2015
  • In this paper, we propose a license plate detection method of running cars in various road images. The proposed method first classifies the road image into day and night images to improve detection accuracy, and then the tail-light regions are detected by finding red color areas in RGB color space. The candidate regions of the license plate areas are detected by using symmetrical property, size, width and variance of the tail-light regions, and to find the license plate areas of the various sizes the morphological operations with adaptive size structuring elements are applied. Finally, the plate area is verified and confirmed with the geometrical and image features of the license plate areas. The proposed method was tested with the various road images and the detection rates (precisions) of 84.2% of day images and 87.4% of night images were achieved.

고등학교 전정의 공간 Image와 시각적 선호도 조사에 관한 연구 (A Study on the Spatial Image and Visual Preference for Front Gardens of High School)

  • 진희성;서주환
    • 한국조경학회지
    • /
    • 제13권2호
    • /
    • pp.37-70
    • /
    • 1985
  • The purpose of this study is to present objective basic data for environmental design by the quantitative analysis of visual quality emboded in physical environment. For this, as for the front garden of high schools, the spatial image was measured by the S.D. Scale Method, Factor Analysis was proceeded by the principal component analysis and the visual preference was investigated by the Paired Comparision Method. The scale values of plain and unpleasant road surface and external appearance of buildings, which are related to emotions of simpleness fell from straightness and stability, were found to be high. But, except for the road surface of Kyunggi High School, scale values of variables explaining the variation of the quality of materials, level of floor and rythm were generally low. For all green spaces, scale values of variables explaining the degree of pleasantness was found to be generally high. And, those explaining tidiness and characteristics of green spaces were not in the same tendency. But, the green spaces of Youngdong High school can be considered to the space with plenty of visual absorption uniqueness were high. As for the correlation between variables, variables for green spaces(12 and 26) and those for overall view of front garden( 1 and 4) revealed high positive correlation. Also, "order - disorder" and "convenient- incovenient" included in road surface variable can be regarded to have the same meaning since the correlation coefficient between them is very high, 0.7045. Image variables including road surface, external appearance of buildings, green spaces and overall view of front garden showed 91.21~61.08% of total variance. Thus, the remains can be considered to be the error valiance or specific variance. In Fctor I, II and III, main components explaining the road surface image of front gardens are order, hardness, texture, color, gradient and rythm. As for the external appearance of b wilding, variables of color, hardness, stability, peculiality and shape revealed high values of factor load. For all variables, communality was drastically high and ellen values and common variance were found to be very high in Factor I. As for the front gardens, variables explaining volume and peculiarity were found to be the main components of Factor I. In Factor II and III, variables of factor load were tidiness, pleasantness.

  • PDF

계층적 특징 결합 및 검증을 이용한 자연이미지에서의 장면 텍스트 추출 (Scene Text Extraction in Natural Images using Hierarchical Feature Combination and Verification)

  • 최영우;김길천;송영자;배경숙;조연희;노명철;이성환;변혜란
    • 한국정보과학회논문지:소프트웨어및응용
    • /
    • 제31권4호
    • /
    • pp.420-438
    • /
    • 2004
  • 이미지에 인위적 또는 자연적으로 포함된 텍스트는 이미지의 내용을 함축적이고 구체적으로 표현하는 중요한 정의이다. 이러한 정보를 실시간에 추출하여 정확히 인식할 수 있다면 다양한 분야에서 활용될 수 있다. 본 논문에서는 자연이미지에 포함된 장면 텍스트를 추출하는 방법으로서 텍스트의 색 연속성, 자기 변화 및 색 변화와 같은 낮은 수준의 이미지 특징으로 텍스트 후보 영역을 찾고, 다해상도 (Multi-resolution) 웨이블릿(Wavelet) 변환을 이용하여 높은 수준의 텍스트 특징인 획의 구성 여부로 검증하는 계층적인 구조를 제안한다. 색 연속성 특징은 대부분의 텍스트는 동일한 색으로 구성된다는 특징을 이용하는 것이고, 밝기 변화 특징은 텍스트 영역은 주변과의 밝기 변화가 존재하며 에지 밀도가 높은 특징을 이용한다. 또한, 색 변화 특징은 텍스트 영역은 주변 배경과의 색 변화가 존재하며, 밝기 변화보다 민감한 색 분산 값으로 표현할 수 있다는 장점을 이용한다. 높은 수준의 텍스트 특징으로서 다해상도 웨이블릿 변환을 이용하여 텍스트 획의 방향성 정보를 추출하고, 추출된 정보를 SVM(Support Vector Machine) 분류기로 검증하여 최종 영역을 확정한다. 제안한 방법을 다양한 종류의 이미지에 적용한 결과 배경이 복잡해도 비교적 안정적으로 텍스트 영역을 추출하는 것을 확인할 수 있었다.

다중 문턱치를 이용한 입술 윤곽 검출 방법 (Lip Contour Detection by Multi-Threshold)

  • 김정엽
    • 정보처리학회논문지:소프트웨어 및 데이터공학
    • /
    • 제9권12호
    • /
    • pp.431-438
    • /
    • 2020
  • 본 논문에서는 입술 윤곽선을 검출하기 위한 다중 문턱치 기반의 검출방법을 제안하였다. 기존의 연구 중 Spyridonos 등이 제안한 방법은 입력영상을 RGB로부터 YIQ 좌표계로 변환하여 Q 성분만을 이용하여 Q 영상을 얻는다. Q 영상으로부터 변화 점 검출을 통하여 입술 모양의 좌우 끝점을 얻어낸다. 좌우 끝점에 대한 수직 좌표의 평균값을 이용하여 Q 영상을 상하로 분리하고, 상하 영역 각각에 대하여 별도로 Q값을 대상으로 문턱치를 적용하여 후보 윤곽선을 추출한다. 추출된 후보 윤곽선에 특징치 거리를 이용하여 최적의 문턱치를 찾고, 해당하는 윤곽선을 최종 입술 윤곽선으로 결정한다. 이 때 사용되는 특징치 거리 D는 후보 윤곽선 상의 점들을 기준으로 주변 영역에 대한 차이의 절대값을 이용하여 계산한다. 기존연구의 문제점은 세 가지인데, 첫째는 입술 끝점 추출 과정에서 피부영역의 과다한 참여로 입술 끝점의 추출의 정확도가 감소하고, 따라서 후속되는 상/하 영역 분리에도 영향을 미친다. 둘째는 YIQ 칼라 좌표계를 사용하였는데, 다양한 칼라 좌표계에 대한 분석이 미비하므로 추가적인 분석이 필요하다. 세 째, 최적 윤곽선의 선택 시 적용하는 거리 값 파라미터의 계산 과정에서, 문턱치를 적용하여 구한 해당 윤곽선 주변의 데이터들에 의한 변화분을 계산하여 변화가 가장 큰 윤곽선을 입술 후보로 채택하는데, 변화분의 최대치를 기준으로 하기 때문에 검출된 입술영역이 기준보다 축소되는 문제점이 있다. 첫 번째 문제점을 해결하기 위하여 피부영역의 계산과정 참여를 줄여서 성능을 30%정도 향상시켰다. 두 번째는 YIQ 외에 HSV, CIELUV, YCrCb 등의 칼라 좌표계에 대한 성능테스트를 거쳐 기존연구 방법이 칼라좌표계에 대한 의존성이 없음을 확인하였다. 세 번째는 윤곽선 주변의 변화분 검토 시, 윤곽선 포인트 당 변화분의 평균값 대신에 변화분의 총량을 적용하여 46% 성능개선 효과를 얻었다. 이상의 내용을 모두 적용하여 제안한 통합방법은 기존연구 대비 2배의 성능향상과 안정성을 확보할 수 있었다.

화장색 이미지평가와 선호도 차이 (제2보) -지각자의 연령과 거주지를 중심으로- (A Differences in Preference and Evaluation on the Image of Make-up (Part II) -Focused on Perceiver's Age & Habitant-)

  • 이연희
    • 한국의류학회지
    • /
    • 제30권5호
    • /
    • pp.684-698
    • /
    • 2006
  • This study consists of the stimuli of a female model in her twenties with twenty-two different facial make-up. The subjects of this study are one thousand low hundred ninety seven purposive sampled-male and female grown-ups throughout the country. The period of the research was the December of 2004, one month, and the materials were analyzed by factor analysis, T-examination, analysis of variance, Cronbach's a, Duncan's Multiple Range Test. Here follows the result of the research. Firstly, Familiarity, Intelligence, Fitness, Charm, Tradition and Youth were came out as the result of factor analysis of make-up color image perception. Secondly, in age/lip color perception of bright skin tone, there was difference of Intelligence and Charm. In age/image make-up perception of bright skin tone, there was difference of Familiarity, Charm especially on Cool image make-up. Thirdly in habitant/lip color perception of dark skin tone, there was difference of Intelligence and Charm. In habitant/image make-up perception of bright skin tone, there was difference of Familiarity, Charm and of bright skin tone, Intelligence, Charm, Tradition and Youth. Fourthly, there were the interaction effects on the gender of perceivers and lip color and image make-up of perceivers habitant. Lastly, in preference rate, lip color was more affected by age and image make-up were more affected by perceivers habitant.