• Title/Summary/Keyword: 영상판

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Study on Performance Evaluation of Automatic license plate recognition program using Emgu CV (Emgu CV를 이용한 자동차 번호판 자동 인식 프로그램의 성능 평가에 관한 연구)

  • Kim, Nam-Woo;Hur, Chang-Wu
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.6
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    • pp.1209-1214
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    • 2016
  • LPR(License plate recognition) is a kind of the most popular surveillance technology based on accompanied by a video and video within the optical character recognition. LPR need a many process. One is a localization of car license plates, license plate of size, space, contrast, normalized to adjust the brightness, another is character division for recognize the character optical character recognition to win the individual characters, character recognition, the other is phrase analysis of the shape, size, position by year, the procedure for the analysis by comparing the database of license plate having a difference by region. In this paper, describing the results of performance of license plate recognition S/W, which was implemented using EmguCV, find the location, using the tesseract OCR, which are well known to an optical character recognition engine of open source, the characters of the license plate image capturing angle of the plate, image size, brightness.

Characteristic analysis of flowfield around a square prism having a detached splitter plate using the PIV (PIV에 의한 분리된 분할판을 가진 정방형주 주위의 유동장 특성 분석)

  • Ro, Ki-Deok
    • Journal of Advanced Marine Engineering and Technology
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    • v.37 no.4
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    • pp.338-343
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    • 2013
  • The Flowfield characteristics of a square prism having a detached splitter plate at the wake region were investigated by visualization of the flow field using PIV. The experimental parameters were the width ratios(H/B=0.5~1.5) of the splitter plate to the prism width and the gap ratios (G/B=0~2) between the prism and the splitter plate. As the results the Strouhal number measured at the wake region of the detached splitter plate was decreased with the width ratio and the gap ratio. The clockwise vortex at the upside of the splitter plate and counterclockwise vortex at the downside were represented, the size of these vortices were increased with the width of the splitter plate. The reverse flow was represented at the wake region of the square prism having a detached splitter plate, the size of this reverse flow was increased with the width of the splitter plate.

A Study on Variable Conductance Radiator using Liquid Metal for Highly Efficient Satellite Thermal Control (인공위성의 고효율 열제어 구현을 위한 액체금속형 가변 전도율 방열판에 관한 연구)

  • Park, Gwi-Jung;Go, Ji-Seong;Oh, Hyun-Ung
    • Journal of Aerospace System Engineering
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    • v.13 no.2
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    • pp.66-72
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    • 2019
  • The observation satellites which uses high heat-dissipating equipment such as synthetic aperture radar (SAR) satellites require a radiator to transmit heat from the equipment into outer space. However, during cold conditions it requires a heater to maintain the temperature of equipment within the allowable minimum limit when it is not in operation. In this study, we proposed a variable conductivity radiator that changes its thermal conductivity value through movement of the liquid metal between two reservoirs based on the temperature condition. This reduces the power consumption of the heater by limiting heat transfer path to the radiator in cold condition, while effectively transferring heat to the radiator during hot condition. The feasibility of the proposed radiator was validated through comparison of the thermal control performance with the conventional fixed conductivity radiator via a thermal analysis.

Recognition of vehicle number plate using multi backpropagation neural network (다중 역전파 신경망을 이용한 차량 번호판의 인식)

  • 최재호;조범준
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.11
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    • pp.2432-2438
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    • 1997
  • This paper proposes recognition system using multi-backpropagation neural networks rather than single backpropagation neural network to enhance the rate of character recognition resultsing from extracting the region of velhicle number in that the image of vehicle number plate from CCD camera has a distinguish feature, that is, illumination of a pattern. The experiment in this paper shows an output that the method using multi-backpropagation neural networks rather than signal backpropagation neural network takes less training time for computation and also has higher recognition rage of vehicle number.

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Character Recognition in Vehicle Number Plate using Modular Neural Network (모듈라 신경망을 이용한 자동차 번호판 문자인식)

  • 박창석;김병만;이광호;최조천;오득환
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.568-570
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    • 2002
  • 최근, 분류기 쪽에서는 모듈라 학습을 이용한 방법들에 대해서 상당한 관심이 모아지고 있다. 모듈라 학습 방법은 divide and conquer 개념에 바탕을 두고 있기 때문에 복잡한 문제에 대해서 학습 질 측면이나 학습 속도 면에서 단일 분류기에 비해 좋은 결과들을 나타내고 있다. 인공신경망을 이용한 분류 방법 쪽에서도 이러한 연구들이 이루어지고 있다. 본 논문에서는 번호판 인식을 위한 간단한 형태의 모듈라 신경망을 제안하고 이의 성능을 평가하였다. 실험 결과, 일반적인 차량 번호판의 영상에서 성공적인 결과를 보였으며, 잡음에 의한 훼손된 번호판도 좋은 인식 결과를 보였다. 또한 인식률 측면 뿐만 아니라 학습 속도 면에서도 상당한 이득이 있었다.

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Black-box for Obtaining Witnesses Using Vehicle License Plate Recognition (차량 번호판 인식을 이용한 증인 확보 블랙박스)

  • Moon, Young-Chan;Park, Jae-Min;Ko, Young-Woong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.11a
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    • pp.841-843
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    • 2012
  • 본 논문에서는 안드로이드 기반의 태블릿 PC 환경에서 차량사고 발생 시 번호판 인식을 통하여 해당 사건의 증인을 확보 할 수 있는 증인 확보용 블랙박스 시스템을 제안한다. 이 방법은 기존의 블랙박스 기능에 추가적으로 영상에서 추출한 자동차들의 번호판을 인식하여 번호판 정보를 로그데이터로 저장하는 방식을 사용한다. 이로 인해 차량 사고에 대한 증인을 확보할 수 있는 시스템을 제공함으로써 사건에 대한 사용자의 불리한 입장을 완화 시켜줄 수 있는 객관적 데이터를 제공 및 저장하는 것을 목표로 한다.

Feature Area-based Vehicle Plate Recognition System(VPRS) (특징 영역 기반의 자동차 번호판 인식 시스템)

  • Jo, Bo-Ho;Jeong, Seong-Hwan
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.6
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    • pp.1686-1692
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    • 1999
  • This paper describes the feature area-based vehicle plate recognition system(VPRS). For the extraction of vehicle plate in a vehicle image, we used the method which extracts vehicle plate area from a s vehicle image using intensity variation. For the extraction of the feature area containing character from the extracted vehicle plate, we used the histogram-based approach and the relative location information of individual characters in the extracted vehicle plate. The extracted feature area is used as the input vector of ART2 neural network. The proposed method simplifies the existing complex preprocessing the solves the problem of distortion and noise in the binarization process. In the difficult cases of character extraction by binarization process of previous method, our method efficiently extracts characters regions and recognizes it.

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Vehicle License Plate Recognition System Using the Cautious Classifier and the Weighted Instance Method (신중한 분류기와 학습 예제 가중치 조정을 이용한 차량번호판인식시스템의 인식성능 향상 방안)

  • Baik, Nam Cheol;Lee, Sang Hyup;Ryu, Kwang Ryul
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.26 no.4D
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    • pp.549-551
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    • 2006
  • Vehicle License Plate Recognition System reads information from vehicles license plate using image detection devices. Of many applications provided by Vehicle License Plate Recognition System, some, such as speed enforcing system, can be problematic when the system incorrectly scans letters or numbers from a vehicle's license plate. Using Cautious Classifier avoids such problems by discarding the scanned information when the confidence level is doubted to be low. This study develops the License Plate Recognition System using Cautious Classifier and investigates effectiveness of applying the Weighted Instance Method to improve the performance of Cautious Classifier.

A Study of Effective Method to Update the Database for Road Traffic Facilities Using Digital Image Processing and Pattern Recognition (수치영상처리 및 패턴 인식에 의한 도로교통시설물 DB의 효율적 갱신방안 연구)

  • Choi, Joon-Seog;Kang, Joon-Mook
    • Journal of Korean Society for Geospatial Information Science
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    • v.20 no.2
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    • pp.31-37
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    • 2012
  • Because of road construction and expansion, Update of the road traffic facilities DB is steadily increased each year, and, Increasing drivers and cars, safety signs for traffic safety are required management and additional installation continuously. To update Safety Sign database promptly, we have developed auto recognition function of safety sign, and analyzed coordinates accuracy. The purpose of this study was to propose methods to update about road traffic facilities efficiently. For this purpose, omni-directional camera was calibrated for acquisition of 3-dimensional coordinates, integrated GPS/IMU/DMI system and applied image processing. In this experiment, we proposed a effective method to update database of road traffic facilities for digital map.

해외 전시회 리뷰

  • 박지연
    • The Optical Journal
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    • s.118
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    • pp.72-80
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    • 2008
  • 사진영상분야에서 세계 최대 규모를 자랑하는 '2008 포토키나'가 지난 9월 23일부터 28일까지 독일 쾰른 국제전시장에서 화려하게 펼쳐졌다. 그 어느 해보다 디지털 영상기기쪽과 관련하여 '이슈'가 많았던 올해 전시회에는 전 세계 49개국에서 1,523개 업체가 참가하고 전시기간동안 16만 여명의 관람객이 다녀갔다. 올해 전시회에는 국내에서 삼성전자. 삼성테크원을 비롯하여 관련 중소전문업체들이 대거 참가하면서 더욱 관심이 집중되었다. 중소기업들의 해외판로 개척을 지원하고자 한국광학기기협회에서는 올해도 22개 국내 업체들과 공동관으로 참가하여 알찬 결실을 맺고 돌아왔다. 본 고에서는 디지털영상기기를 중심으로 한 올해 주요 전시경향을 집어보고 국내 참가업체들의 성과를 소개하고자 한다.

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