• Title/Summary/Keyword: illumination change

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Robust Face Recognition Against Illumination Change Using Visible and Infrared Images (가시광선 영상과 적외선 영상의 융합을 이용한 조명변화에 강인한 얼굴 인식)

  • Kim, Sa-Mun;Lee, Dea-Jong;Song, Chang-Kyu;Chun, Myung-Geun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.24 no.4
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    • pp.343-348
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    • 2014
  • Face recognition system has advanctage to automatically recognize a person without causing repulsion at deteciton process. However, the face recognition system has a drawback to show lower perfomance according to illumination variation unlike the other biometric systems using fingerprint and iris. Therefore, this paper proposed a robust face recogntion method against illumination varition by slective fusion technique using both visible and infrared faces based on fuzzy linear disciment analysis(fuzzy-LDA). In the first step, both the visible image and infrared image are divided into four bands using wavelet transform. In the second step, Euclidean distance is calculated at each subband. In the third step, recognition rate is determined at each subband using the Euclidean distance calculated in the second step. And then, weights are determined by considering the recognition rate of each band. Finally, a fusion face recognition is performed and robust recognition results are obtained.

The contrast sensitivity change of circle contact lens's color by refraction error and illuminance (굴절이상도와 조도에 따른 써클콘택트렌즈의 색상 별 대비감도 변화)

  • Kim, Bo-Yun;Jung, Mi-A;Lee, Eun-Hee
    • Journal of the Korea Convergence Society
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    • v.9 no.12
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    • pp.273-279
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    • 2018
  • This study researched how the refraction error and illumination influence to contrast sensitivity when we wear the circle contact lenses. The study population comprised 16 students and adults(5 of Male, 11 of Female). The study population comprised 16 students and adults(5 of Male, 11 of Female), We measured the contrast sensitivity on uncorrected vision, according to color of circle contact and change the illumination of laboratory. The contrast sensitivity by illumination decreased than unaided vision when they wore the color contact lenses and more increased mesopic than photopic. Compared between black and brown lenses, brown was higher the contrast sensitivity than black. Also emmetropia had significantly differences when we compared the contrast sensitivity of subjects who had emmetropia, myopia and myopia astigmatism whether refractive error has or not. Therefore, it is important to provide sufficient understanding and recognition of color contact lenses.

Moving Object Edge Extraction from Sequence Image Based on the Structured Edge Matching (구조화된 에지정합을 통한 영상 열에서의 이동물체 에지검출)

  • 안기옥;채옥삼
    • Proceedings of the IEEK Conference
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    • 2003.11a
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    • pp.425-428
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    • 2003
  • Recently, the IDS(Intrusion Detection System) using a video camera is an important part of the home security systems which start gaining popularity. However, the video intruder detection has not been widely used in the home surveillance systems due to its unreliable performance in the environment with abrupt illumination change. In this paper, we propose an effective moving edge extraction algorithm from a sequence image. The proposed algorithm extracts edge segments from current image and eliminates the background edge segments by matching them with reference edge list, which is updated at every frame, to find the moving edge segments. The test results show that it can detect the contour of moving object in the noisy environment with abrupt illumination change.

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Vibration Mode Shape Changed by Phase Angle in Vibration Testing Using Phase-Shifting ESPI (위상이동 ESPI를 이용한 진동실험에서 위상각에 따른 진동모드 형상의 변화)

  • 정현철;김경석;양승필;장호섭;박찬주;조영학;김종수
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.443-446
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    • 2003
  • The vibration mode shape changed by the phase angle that can be controlled by phase-shifting ESPI system is discussed. For the phase-shifting ESPI experiment the stroboscopic illumination by using AOM(Acousto-Optic Modulator) is needed, and the initial phase angle can be adjusted by the program. The vibration mode shape is changed when the initial phase angle is changed. We examined the vibration mode shape change due to the initial phase angle change at each resonance frequency. Through this study, we found that in the vibration testing using phase-shilling ESPI the vibration mode shape is improved in the quality by adjusting exact phase angle and the error of the quantitative vibration analysis can be reduced.

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A Study on Analysis of Disturbance in VLC Transceiver Module Based on LED Communication (LED 조명통신용 드라이빙기술 기반 VLC 송수신기 모듈의 외란광 분석에 관한 연구)

  • Hong, Geun-Bin;Jang, Tae-Su;Kim, Tae-Hyung;Kim, Yong-Kab
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.7
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    • pp.1391-1395
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    • 2011
  • In this paper, would implement a transceiver for the visible light communication that based on wireless communication driving technology for LED illumination-based infrared ray communication, and measurement analyzed a design error rate of a transceiver variable rate has made about distance change -2.5m. The error rate measured a voltage variable along illuminate change between switchable circumstances, which has illuminated insight and outright. Each analyzed and measurement on the communication distance errors along the differences of disturbance light between night and days. The LED module has implemented for number of 6 through illumination dimming in case of different values. Also, implementation for the system module of a VLC transceiver based on the infrared sensors which used feedback outcome value has analyzed with error rate.

Efficient Color Feature Information Extraction Method for Color Histogram-based Image Retrieval (칼라 히스토그램 기반 영상 검색을 위한 효율적인 칼라 특징 정보 추출 기법)

  • 이호영;김영태;김희수;배태면;하영호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.8B
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    • pp.1413-1423
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    • 2000
  • Color distribution is changed according to the variation of illumination position and illumination color. Therefore, even if images are relevant each other, retrieval accuracy is degraded. In this paper, we propose the image retrieval method using color information excluded illumination component. The proposed dynamic range control method removes the shadow region generated by change of illumination position to increase the color discrimination power. To exclude the illuminant color, we use the diffuse reflection component of object and gray world assumption. The experimental results show that the color histogram method using color information excluded illuminant has higher retrieval accuracy than conventional color histogram using the color information of input image.

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Improved Text Recognition using Analysis of Illumination Component in Color Images (컬러 영상의 조명성분 분석을 통한 문자인식 성능 향상)

  • Choi, Mi-Young;Kim, Gye-Young;Choi, Hyung-Il
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.3
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    • pp.131-136
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    • 2007
  • This paper proposes a new approach to eliminate the reflectance component for the detection of text in color images. Color images, printed by color printing technology, normally have an illumination component as well as a reflectance component. It is well known that a reflectance component usually obstructs the task of detecting and recognizing objects like texts in the scene, since it blurs out an overall image. We have developed an approach that efficiently removes reflectance components while preserving illumination components. We decided whether an input image hits Normal or Polarized for determining the light environment, using the histogram which consisted of a red component. We were able to go ahead through the ability to extract by reducing the blur phenomenon of text by light because reflection component by an illumination change and removed it and extracted text. The experimental results have shown a superior performance even when an image has a complex background. Text detection and recognition performance is influenced by changing the illumination condition. Our method is robust to the images with different illumination conditions.

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A Study on the Illumination analysis and Improvement plan for the Public Library Environment (공공도서관의 환경개선을 위한 조도 분석 및 개선 방안에 관한 연구)

  • Kwon, Sun-young
    • Journal of the Korea Convergence Society
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    • v.9 no.8
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    • pp.47-52
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    • 2018
  • Recently, the appearance of the library has changed dramatically more than ever, and it is true that the spatial factor of the library is a big part of this change. The purpose of this study is to establish the criteria for improvement of the illuminance standard of library by comparing analysis of related workd related to illumination, survey, and illuminance related standards of each country. In order to achieve the purpose of research, we measured the illuminance and the users' perceptions of the 14 public libraries in the D region. Finally, the comparison of domestic and international illuminance standards should be improved in the future. As a result of the analysis, it is found that the domestic illumination standard (KSA 3011) needs to be supplemented in accordance with the environment and the case of each country. Also, it is necessary to recognize the importance of differentiation and illuminance according to the age group of users. This study is expected to be a basic research that will raise the interest of the overall illumination improvement and illumination management of the library in the future. In addition, it is expected that it will be a great power for the improvement of the environment including the illumination of the public library in Korea if the interest is maintained based on the revision of the domestic illumination standard in accordance with the revised tendency of overseas recommendation and the continuous research on the future illumination of the library.

The Detection of Promising R&D Fields m OLED Illumination Industry (OLED 조명산업 내 R&D 유망 분야 발굴)

  • Sim, Jin-Bo;Kim, You-Jin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.11B
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    • pp.1403-1412
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    • 2011
  • This study performed a detecting research of promising R&D field utilizing intuitive methodology regarding OLED illumination industry. For this, 69 professionals of the illumination industry in Korea were composed as a panel to hold an in-depth interview and survey for 1 month. The study classified the OLED illumination industry as 4 fields of panel, material/component for panel, manufacturing equipment, and lighting system, and selected core technology for each field, and divided it into a total of 14 possible fields for R&D. As a result of evaluating the technological competitive power for each field, the field in Korea which received the highest technological competitive power was OLED panel, and contrarily, technological competitive power of material/component for OLED panel showed the lowest, which requires improvement Meanwhile, evaluating economical aspect, conformity to policy, and effectiveness of R&D in general, 7 promising R&D fields were selected. The 4 core technologies of OLED panel, which are, white, transparent, color change and flexible OLED manufacturing technology were evaluated as the most promising fields, and next, organic material for surface light source, material/component for substrate and equipment for forming large sized substrate were evaluated as promising fields.

Robust Method of Updating Reference Background Image in Unstable Illumination Condition (불안정한 조명 환경에 강인한 참조 배경 영상의 갱신 기법)

  • Ji, Young-Suk;Han, Young-Joon;Hahn, Hern-Soo
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.1
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    • pp.91-102
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    • 2010
  • It is very difficult that a previous surveillance system and vehicle detection system find objects on a limited and unstable illumination condition. This paper proposes a robust method of adaptively updating a reference background image for solving problems that are generated by the unstable illumination. The first input image is set up as the reference background image, and is divided into three block categories according to an edge component. Then a block state analysis, which uses a rate of change of the brightness, a stability, a color information, and an edge component on each block, is applied to the input image. On the reference background image, neighbourhood blocks having the same state of a updated block are merged as a block. The proposed method can generate a robust reference background image because it distinguishes a moving object area from an unstable illumination. The proposed method very efficiently updates the reference background image from the point of view of the management and the processing time. In order to demonstrate the superiority of the proposed stable manner in situation that an illumination quickly changes.