• 제목/요약/키워드: color identification

검색결과 437건 처리시간 0.03초

동일인 인식을 위한 컬러 공간의 탐색 및 결합 (Color Space Exploration and Fusion for Person Re-identification)

  • 남영호;김민기
    • 한국멀티미디어학회논문지
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    • 제19권10호
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    • pp.1782-1791
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    • 2016
  • Various color spaces such as RGB, HSV, log-chromaticity have been used in the field of person re-identification. However, not enough studies have been done to find suitable color space for the re-identification. This paper reviews color invariance of color spaces by diagonal model and explores the suitability of each color space in the application of person re-identification. It also proposes a method for person re-identification based on a histogram refinement technique and some fusion strategies of color spaces. Two public datasets (ALOI and ImageLab) were used for the suitability test on color space and the ImageLab dataset was used for evaluating the feasibility of the proposed method for person re-identification. Experimental results show that RGB and HSV are more suitable for the re-identification problem than other color spaces such as normalized RGB and log-chromaticity. The cumulative recognition rates up to the third rank under RGB and HSV were 79.3% and 83.6% respectively. Furthermore, the fusion strategy using max score showed performance improvement of 16% or more. These results show that the proposed method is more effective than some other methods that use single color space in person re-identification.

식미에 미치는 색의 영향-제1보. 사탕의 풍미 동정에 미치는 색의 영향- (Effect of Color on Taste of Foods-I. Effect of Color on Flavor Identification of Candies-)

  • 신지원;백상봉;이규순
    • 한국식생활문화학회지
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    • 제5권4호
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    • pp.473-480
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    • 1990
  • Three sensory evaluations were conducted to assess the effect of food color on flavor identification. Elementary students and women university students served as subjects for three evaluations of hard candies, in order to assess color preference, to examine the effect of atypical color on flavor identification and to examine the acceptability of harmony between the color and the perceived flavor. Results showed that inappropriate coloring of the three flavored hard candies induced flavor responses that are normally associated with that color and decreased the acceptability. In addition, the acceptability of colorless candies is lower than that of colored candies. It is suggested from it that when there is no color on the product, even atypical color, it`s harder to identify the flavor and to get a high grade in its preference.

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Color Similarity Definition Based on Quantized Color Histogram for Clothing Identification

  • Choi, Yoo-Joo;Moon, Nam-Mee
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.396-399
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    • 2009
  • In this paper, we present a method to define a color similarity between color images using Octree-based quantization and similar color integration. The proposed method defines major colors from each image using Octree-based quantization. Two color palettes to consist of major colors are compared based on Euclidean distance and similar color bins between palettes are matched. Multiple matched color bins are integrated and major colors are adjusted. Color histogram based on the color palette is constructed for each image and the difference between two histograms is computed by the weighted Euclidean distance between the matched color bins in consideration of the frequency of each bin. As an experiment to validate the usefulness, we discriminated the same clothing from CCD camera images based on the proposed color similarity analysis. We retrieved the same clothing images with the success rate of 88 % using only color analysis without texture analysis.

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실내색채계획을 위한 노인의 색지각 및 선호배색 특성에 관한 연구 (A Study on the Color Perception and Preferred Color Scheme of the Aged for Interior Color Design)

  • 조성희;장경미
    • 한국실내디자인학회논문집
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    • 제15권1호
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    • pp.147-157
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    • 2006
  • The purpose of this study is to fond out the characteristics of color perception and preferred color scheme of the aged who becomes color weak due to yellowed eye sight. For this, this study was composed of two steps. First, an experimental simulation on aged vision using Spectrophotometer(CM-2600d, Minolta) attached Y-2 filter as a quasi lenses of the aged eye. The color data of 120 color chips of the aged vision was measured and analyzed to grasp the characteristics of color perception of the age. Then, a questionnaire survey was carried out with color chips and 8 interior color schemes. They participated in a questionnaire survey of the level of identification among the color chips of 11 tones of R, G, PB, as well as a survey of the preference color schemes. The result of this study are as follow; 1) The range of color perception on hue narrowed into YR, Y, GY, G. Especially, the aged have failed perception of B${\cdot}$PB${\cdot}$P${\cdot}$RP(short wave length of light) by yellowed eye sight. 2) The level of identification among the color chips of 11 tones of R,G,PB are different by each color. But Very Pale, Pale, Strong, Vivid are fractionated similarly in almost color. 3) In the preference of interior color scheme of the aged, preference color harmony scheme Is the complementary color scheme that is easy for identification, rather than analogous color scheme. The preferred dominant color is warm color rather than cool color.

Identification of Transformed Image Using the Composition of Features

  • Yang, Won-Keun;Cho, A-Young;Cho, Ik-Hwan;Oh, Weon-Geun;Jeong, Dong-Seok
    • 한국멀티미디어학회논문지
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    • 제11권6호
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    • pp.764-776
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    • 2008
  • Image identification is the process of checking whether the query image is the transformed version of the specific original image or not. In this paper, image identification method based on feature composition is proposed. Used features include color distance, texture information and average pixel intensity. We extract color characteristics using color distance and texture information by Modified Generalized Symmetry Transform as well as average intensity of each pixel as features. Individual feature is quantized adaptively to be used as bins of histogram. The histogram is normalized according to data type and it is used as the signature in comparing the query image with database images. In matching part, Manhattan distance is used for measuring distance between two signatures. To evaluate the performance of the proposed method, independent test and accuracy test are achieved. In independent test, 60,433 images are used to evaluate the ability of discrimination between different images. And 4,002 original images and its 29 transformed versions are used in accuracy test, which evaluate the ability that the proposed algorithm can find the original image correctly when some transforms was applied in original image. Experiment results show that the proposed identification method has good performance in accuracy test. And the proposed method is very useful in real environment because of its high accuracy and fast matching capacity.

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무인물류관리시스템을 위한 물체컬러식별 임베디드시스템 구현 (Object Color Identification Embedded System Realization for Uninhabited Stock Management)

  • 라기공;류광렬
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2007년도 추계종합학술대회
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    • pp.289-292
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    • 2007
  • 물체컬러식별 임베디드시스템을 프로세서 기반으로 구현하고 물체를 식별 분류하는 무인물류관리 시스템을 제한한다. 임베디드시스템 구현은 초음파 센서를 이용하여 물체의 유무와 거리를 추출하고 USB CCD 카메라로부터 이진영상을 획득한다. 영상식별 알고리듬은 입력영상에 대해 컬러 검출한 패턴을 기준패턴과 비교 식별하여 지정된 랙에 이동 저장한다. 실험결과 무인화 창고관리 로봇기능으로 실용가능성을 제시하였다.

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국내 RTD 커피와 컬러마케팅의 상호관련성 연구 - Retail store의 컵커피를 중심으로 소비자 인지도 조사 - (Study on Mutual Relationship between Color Marketing and RTD Coffee Industry in Korea - Consumer Perception of Cup Coffee Sold in Retail Stores -)

  • 강민화;최진경
    • 한국식생활문화학회지
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    • 제30권2호
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    • pp.182-189
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    • 2015
  • This study assessed the effect of color marketing in the RTD coffee industry in Korea. In order to investigate the effect of color marketing, this study measured the characteristics of color marketing as well as brand image and attitude in accordance with behavioral intention to purchase. Data were collected using questionnaires, and a total of 310 questionnaires were distributed with 298 entered for data analysis. Frequency analysis, factor analysis, correlation, and multiple regression analysis were tested using SPSS. A total of seven factors were extracted, including brand attitude, purchase intention, association, identification, brand awareness, symbolism, and attention. Significances were found between brand awareness and identification (p<0.001) and attention (p<0.001). In the relationship between characteristics of colors and brand attitude, significances were found in identification (p<0.001), attention (p<0.001), and association (p<0.001). Further, brand attitude and brand awareness had a significant positive effect on purchasing intention of RTD coffee. Results of this study suggested that color marketing is a good marketing tool to persuade potential consumers to purchase RTD coffee based on brand attitude and brand awareness.

Retrieval of Identical Clothing Images Based on Non-Static Color Histogram Analysis

  • ;;김구진
    • 방송공학회논문지
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    • 제14권4호
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    • pp.397-408
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    • 2009
  • In this paper, we present a non-static color histogram method to retrieve clothing images that are similar to a query clothing. Given clothing area, our method automatically extracts major colors by using the octree-based quantization approach[16]. Then, a color palette that is composed of the major colors is generated. The feature of each clothing, which can be either a query or a database clothing image, is represented as a color histogram based on its color palette. We define the match color bins between two possibly different color palettes, and unify the color palettes by merging or deleting some color bins if necessary. The similarity between two histograms is measured by using the weighted Euclidean distance between the match color bins, where the weight is derived from the frequency of each bin. We compare our method with previous histogram matching methods through experiments. Compared to HSV cumulative histogram-based approach, our method improves the retrieval precision by 13.7 % with less number of color bins.

비디오에서 오정색과 오간색 식별 (Identification of 5-Jung-color and 5-Kan-color In Video)

  • 신성윤;표성배
    • 한국컴퓨터정보학회논문지
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    • 제15권1호
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    • pp.103-109
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    • 2010
  • 색이란 인간이 조형 활동을 처음 시작할 때부터 사용되어진 조형언어로서 인간이 눈으로 볼 수 있는 모든 현상 세계에 존재하는 것이다. 본 논문에서는 장면 전환 검출에서 추출된 대표 프레임을 대상으로 한국의 전통색 조화를 식별한다. 전통색은 오정색과 오간색으로 분류하여 조화를 이루는지 판별하도록 한다. 빨강, 파랑, 노랑, 검정, 흰색을 오정색이라 부르고 분홍, 하늘색, 보라, 유황색, 초록을오 간색이라 하여 식별한다. 먼저, Canny 알고리즘을 이용하여 경계선을 추출한다. 그리고 경계선을 중심으로 색들을 레이블링 하고 클러스터링 한다. 마지막으로, 전통 색채 조화 식별 방법을 이용하여 전통색을 식별한다. 본 논문에서 제시한 연구는 실험을 통하여 우수성이 입증 되었다.

이미지 인식을 위한 객체 식별 및 지역화 (Object Identification and Localization for Image Recognition)

  • 이용환;박제호;김영섭
    • 반도체디스플레이기술학회지
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    • 제11권4호
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    • pp.49-55
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    • 2012
  • This paper proposes an efficient method of object identification and localization for image recognition. The new proposed algorithm utilizes correlogram back-projection in the YCbCr chromaticity components to handle the problem of sub-region querying. Utilizing similar spatial color information enables users to detect and locate primary location and candidate regions accurately, without the need for additional information about the number of objects. Comparing this proposed algorithm to existing methods, experimental results show that improvement of 21% was observed. These results reveal that color correlogram is markedly more effective than color histogram for this task. Main contribution of this paper is that a different way of treating color spaces and a histogram measure, which involves information on spatial color, are applied in object localization. This approach opens up new opportunities for object detection for the use in the area of interactive image and 2-D based augmented reality.