• Title/Summary/Keyword: Chromaticity image

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

  • Nam, Young-Ho;Kim, Min-Ki
    • Journal of Korea Multimedia Society
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    • v.19 no.10
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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.

Design and Implementation of High Performance System with Reduced Hardware Architecture to Convert a Color Tone (감소된 하드웨어 구조를 가지는 고성능 색조 변환 시스템의 설계 및 구현)

  • 문오학;이호남;이봉근;강봉순;홍창희
    • Journal of the Institute of Convergence Signal Processing
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    • v.2 no.4
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    • pp.1-8
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    • 2001
  • In this paper we propose high performance system with reduced hardware architecture to convert a color tone. Conversion for the color tone of a input image is necessary to calculate the color temperature of the image Conventional way of calculating the temperature uses algorithm using the method calculating 2-D chromaticity coordinates. But it requires bulky hardware[1]. This paper propose the color temperature calculation method about 1-D chromaticity coordinates that reduces the hardware complexity while keeping the performance of the 2-D color temperature algorithm . The proposed method is verified by fLCD-TV system using the Xilinx Virtex FPGA XCV 2000E-6BG560 that has 1344*806 resolution and requires a high-speed 65MHz operation.

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Facial Region Segmentation using Watershed Algorithm based on Depth Information (깊이정보 기반 Watershed 알고리즘을 이용한 얼굴영역 분할)

  • Kim, Jang-Won
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.4 no.4
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    • pp.225-230
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    • 2011
  • In this paper, we propose the segmentation method for detecting the facial region by using watershed based on depth information and merge algorithm. The method consists of three steps: watershed segmentation, seed region detection, and merge. The input color image is segmented into the small uniform regions by watershed. The facial region can be detected by merging the uniform regions with chromaticity and edge constraints. The problem in the existing method using only chromaticity or edge can solved by the proposed method. The computer simulation is performed to evaluate the performance of the proposed method. The simulation results shows that the proposed method is superior to segmentation facial region.

Shadow Removal based on Chromaticity and Brightness Distortion for Effective Moving Object Tracking (효과적인 이동물체 추적을 위한 색도와 밝기 왜곡 기반의 그림자 제거)

  • Kim, Yeon-Hee;Kim, Jae-Ho;Kim, Yoon-Ho
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.8 no.4
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    • pp.249-256
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    • 2015
  • Shadow is a common physical phenomenon in natural images and may cause problems in computer vision tasks. Therefore, shadow removal is an essential preprocessing process for effective moving object tracking in video image. In this paper, we proposed the method of shadow removal algorithm using chromaticity, brightness distortion and direction of shadow candidate. The proposed method consists of two steps. First, removal process of primary shadow candidate region by using chromaticity, brightness and distortion. The second stage applies the final shadow candidate region to obtain a direction feature of shadow which is estimated by the thinning algorithm after calculating the lowest pixel position of the moving object. To verify the proposed approach, some experiments are conducted to draw a compare between conventional method and that of proposed. Experimental results showed that proposed methodology is simple, but robust and well adaptive to be need to remove a shadow removal operation.

Fast Stereo Image Processing Method for Obstacle Detection of AGV System (AGV 시스템의 장애물 검출을 위한 고속 스테레오 영상처리 기법)

  • 전성재;조연상;박흥식
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.454-457
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    • 2004
  • AGV for FMS must be detected an obstacle. Therefore, many studies have been advanced, and recently, the ultra sonic sensor is used for this. However, the new method has to be developed because the ultra-sonic-sensor has many problems as a noise in factory, an directional error and detection of the obstacle size. So, we study the fast stereo vision system that can give more information to obstacles for intelligent AGV system. For this, the simulated AGV system was made with two CCD cameras in front to get the stereo images, and the threshold process by color information (intensity and chromaticity) and structure stereo matching method were constructed.

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Optimization of resolution and color reproduction for color CRT monitor by control of contrast and brightness levels (칼라 CRT 모니터의 화면밝기와 명암대비 레벨 조절에 의한 분해능과 색재현의 최적화)

  • 김태희;이윤우;조현모;송재봉;이인원;박승옥
    • Korean Journal of Optics and Photonics
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    • v.10 no.5
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    • pp.379-385
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    • 1999
  • The characteristics of image quality of a color CRT (cathode ray tube) monitor are studied by changing the contrast and brightness levels. The resolution is assessed by SQRI (square root integral) measured at 9 different combinations of the contrast and brightness levels. The chromaticity coordinates and luminances of red-green-blue channels as a function of the digital value are measured at these combinations and the relationships among the constant-channel chromaticity, color gamut, maximum luminance of a white point with the channel independence are analyzed. From the results, the optimized combination of levels is obtained.

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Automatic face detection using chromaticity space and deformable templates

  • Lee, Kwansu;Lee, Sung-Oh;Lee, Byung-Ju;Park, Gwi-Tae
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.28.1-28
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    • 2001
  • An automatic face recognition(AFR) of individuals is a significant problem in the development of computer vision. An AFR consists of two major parts which are detection of face region and recognition process, and the overall performance of AFR is determined by each. In this paper, the face region is acquired using chromaticity space, but this face region is a simple rectangle which doesn´t consider the shape information. By applying deformable templates to the face region, we can locate the position of the eyes in images. With the face region and the eye location information, more precise face region can be extract from the image. Because processing time is critical in real-time system, we use simplified eye templates and the modified energy function for the efficiency. We can get a good detection performance in experiments.

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The Study on the image sticking phenomenon in AC PDP (AC PDP의 Image Sticking 현상 연구)

  • Ham, Myung-Soo;Choi, Joon-Young;Yoo, Choong-Hee;Kim, Dong-Hyun;Lee, Ho-Joon;Park, Chung-Hoo
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2003.08a
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    • pp.76-80
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    • 2003
  • Recently as new digital media like High Definition Television (HDTV) have been made popularization. However In case of image quality characteristics of AC PDP, the problem especially raised is 'image sticking' phenomenon, the phenomenon that the previously displayed pattern still remains after the image in realizing high picture quality. In this paper, Image sticking Phenomena observed in AC PDP are defined and classified, these effects are analyzed as luminance, color purity through chromaticity diagram and firing voltage state using light waveform.

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The Study on the image sticking phenomenon in AC PDP (AC PDP의 Image Sticking 현상에 대한 기초 연구)

  • Ham, Myung-Soo;Lee, Syun-Hung;Choi, Joon-Young;Kim, Dong-Hyun;Lee, Ho-Joon;Park, Chung-Hoo
    • Proceedings of the KIEE Conference
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    • 2003.07c
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    • pp.1677-1679
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    • 2003
  • One of the main problems in AC PDP is that the previous bright image overlaps on the new image, that is called as image sticking. In this paper, Image sticking Phenomena observed in AC PDP are defined and classified, these effects are analyzed as luminance, color purity through chromaticity diagram and firing voltage state using light waveform.

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Color Edge Detection using Variable Template Operator

  • Baek Young-Hyun;Moon Sung-Ryong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.6 no.2
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    • pp.116-120
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    • 2006
  • This paper discusses an approach for detecting a new edge in color images. The color image is to be represented by a vector field, and the color image edges are detected as differences in the local vector statistics. This method is based on the calculation for the vector angle between two adjacent pixels. Unlike Euclidean distance in RGB space, the vector angle distinguishes the differences in chromaticity, independent of luminance or intensity. The proposed approach can easily accommodate concepts, such as variable template edge detection, as well as the latest developments in vector order statistics for color image processing. In this paper, it is used not a conventional fixed template operator but a variable template operator The variable template is implemented and experimental results for digital color images are included.