• Title/Summary/Keyword: Image Analysis System

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Overhead Catenary Measurement by High-speed Image Analysis (고속 이미지 분석에 의한 전차선로 계측)

  • Park, Young;Lee, Ki-Won;Cho, Hyeon-Young;Kwon, Sam-Young;Park, Chan-Bae;Park, Hyun-June
    • Proceedings of the KSR Conference
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    • 2007.05a
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    • pp.824-828
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    • 2007
  • With increasing interest in the reduction of cost for operation and maintenance of overhead catenary system, various methods of condition monitoring have been developed and used in with high-speed analysis and advanced image processing techniques. This study utilizes a high-speed camera as inspecting system to measure the wear, stagger, hight and arc extinguishing test of overhead catenary system. All measuring image were captured by a high speed CMOS camera with PCI express output, which can acquire up to 1000 frames per second with the resolution 1024 × 1280 pixels. Line type laser source with a power equal to 300 mW and the National Instrument LabVIEW (8.0) based on vision acquisition software have been used in application programming interface for image acquisition, display, and storage. The proposed high-speed camera system is finally applied to measure the overhead catenary system showing promising on-field applications

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The Development Of An Image Stabilization System Using An Extended Kalman Filter Used In A Mobile Robot (모바일 로봇을 위한 Ekf이미지 안정화 시스템 개발)

  • Choi, Yun-Won;Saitov, Dilshat;Kang, Tae-Hun;Lee, Suk-Gyu
    • The Journal of Korea Robotics Society
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    • v.5 no.4
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    • pp.367-376
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    • 2010
  • This Paper Proposes A Robust Image Stabilization System For A Mobile Robot Using An Extended Kalman Filter (Ekf). Though Image Information Is One Of The Most Efficient Data Used For Robot Navigation, It Is Subjected To Noise Which Is The Result Of Internal Vibration As Well As External Factors Such As Uneven Terrain, Stairs, Or Marshy Surfaces. The Camera Vibration Deteriorates The Image Resolution By Destroying The Image Sharpness, Which Seriously Prevents Mobile Robots From Recognizing Their Environment For Navigation. In This Paper, An Inclinometer Was Used To Measure The Vibration Angle Of The Camera System Mounted On The Robot To Obtain A Reliable Image By Compensating For The Angle Of The Camera Vibration. In Addition The Angle Prediction Obtained By Using The Ekf Enhances The Image Response Analysis For Real Time Performance. The Experimental Results Show The Effectiveness Of The Proposed System Used To Compensate For The Blurring Of The Images.

A Defect Inspection Algorithm Using Multi-Resolution Analysis based on Wavelet Transform (웨이블릿 다해상도 분석에 의한 디지털 이미지 결점 검출 알고리즘)

  • Kim, Kyung-Joon;Lee, Chang-Hwan;Kim, Joo-Yong
    • Textile Coloration and Finishing
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    • v.21 no.1
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    • pp.53-58
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    • 2009
  • A real-time inspection system has been developed by combining CCD based image processing algorithm and a standard lighting equipment. The system was tested for defective fabrics showing nozzle contact scratch marks, which were one of the frequently occurring defects. Multi-resolution analysis(MRA) algorithm were used and evaluated according to both their processing time and detection rate. Standard value for defective inspection was the mean of the non-defect image feature. Similarity was decided via comparing standard value with sample image feature value. Totally, we achieved defective inspection accuracy above 95%.

Implementation of Video Surveillance System with Motion Detection based on Network Camera Facilities (움직임 감지를 이용한 네트워크 카메라 기반 영상보안 시스템 구현)

  • Lee, Kyu-Woong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.14 no.1
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    • pp.169-177
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    • 2014
  • It is essential to support the image and video analysis technology such as motion detection since the DVR and NVR storage were adopted in the real time visual surveillance system. Especially the network camera would be popular as a video input device. The traditional CCTV that supports analog video data get be replaced by the network camera. In this paper, we present the design and implementation of video surveillance system that provides the real time motion detection by the video storage server. The mobile application also has been implemented in order to provides the retrieval functionality of image analysis results. We develop the video analysis server with open source library OpenCV and implement the daemon process for video input processing and real-time image analysis in our video surveillance system.

Numerical Analysis for the Image Evaluation of a Thermionic SEM (열전자형 주사전자현미경 결상특성의 수치해석)

  • Jung, H.U.;Park, M.J.;Kim, D.H.;Jang, D.Y.;Park, K.
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.16 no.6
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    • pp.153-158
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    • 2007
  • The present study covers numerical analysis of a thermionic scanning electron microscope(SEM) column. The SEM column contains an electron optical system in which electrons are emitted and moved to form a focused beam, and this generates secondary electrons from the specimen surfaces, eventually making an image. The electron optical system mainly consists of a thermionic electron gun as the beam source, the lens system, the electron control unit, and the vacuum unit. For a systematic design of the electron optical system, the beam trajectories are investigated through numerical analyses by tracing the ray path of the electron beams, and the quality of resulting image is evaluated from the analysis results.

Intelligent Video Event Detection System Used by Image Object Identification Technique (영상 객체인식기법을 활용한 지능형 영상검지 시스템)

  • Jung, Sang-Jin;Kim, Jeong-Jung;Lee, Dong-Yeong;Jo, Sung-Jea;Kim, Guk-Boh
    • Journal of Korea Multimedia Society
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    • v.13 no.2
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    • pp.171-178
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    • 2010
  • The surveillance system in general, has been sufficiently studied in the field of wireless semiconductor using basic sensors and its study of image surveillance system mainly using camera as a sensor has especially been fully implemented. In this paper, we propose 'Intelligent Image Detection System' used by image object identification technique based on the result analysis of various researches. This 'Intelligent Image Detection System' can easily trace and judge before and after a particular incident and ensure affirmative evidence and numerous relative information. Therefore, the 'Intelligent Image Detection System' proposed in this paper can be effectively used in the lived society such as traffic management, disaster alarm system and etc.

Performance Analysis of Face Image Recognition System Using A R T Model and Multi-layer perceptron (ART와 다층 퍼셉트론을 이용한 얼굴인식 시스템의 성능분석)

  • 김영일;안민옥
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.2
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    • pp.69-77
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    • 1993
  • Automatic image recognition system is essential for a better man-to machine interaction. Because of the noise and deformation due to the sensor operation, it is not simple to build an image recognition system even for the fixed images. In this paper neural network which has been reported to be adequate for pattern recognition task is applied to the fixed and variational(rotation, size, position variation for the fixed image)recognition with a hope that the problems of conventional pattern recognition techniques are overcome. At fixed image recognition system. ART model is trained with face images obtained by camera. When recognizing an matching score. In the test when wigilance level 0.6 - 0.8 the system has achievel 100% correct face recognition rate. In the variational image recognition system, 65 invariant moment features sets are taken from thirteen persons. 39 data are taken to train multi-layer perceptron and other 26 data used for testing. The result shows 92.5% recognition rate.

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A Study on Implementation of integrated Image information of Intersection Image Recording System (교차로 영상기록 시스템의 통합 영상 정보 구현에 관한 연구)

  • Im, Pil-Sub;Im, Yo-Wung;Kim, Chun-Sun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.6
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    • pp.1189-1196
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    • 2017
  • This paper is Intersection image recording system for transmitting to the central center after integrating the intersection image and signal split image into one image information. The system was configured to collect the intersection image and the signal split image and transmitted to the central center after integrating images into one image and recorded. The system is expected to be effective in preventing a secondary accident by immediately propagate the accident information and reduce the time it takes to dispute and determine the cause of the accident.

Regional Image Noise Analysis for Steel-tube X-ray Image (강판튜브 엑스선 영상의 영역별 영상잡음 특성분석)

  • Hwang, Jung-Won;Hwang, Jae-Ho
    • Proceedings of the KIEE Conference
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    • 2007.04a
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    • pp.32-34
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    • 2007
  • The X-ray projection system has long been used for steel-tube inspection and weld monitoring. The thickness of tubes and welded areas is based on the evaluation of radiographic shadow projections. The traditional tangential measurement estimates the distance of border lines of the projected wall shadows of a tube onto a radiographic image detector. The detected image in which although there is a variety of noise may be sectioned into several partitions according to its specific blocks. Imaging noise originates from most of elements of the system, such as shielding CCD camera, imaging screen, X-ray source, inspected object, electronic circuits and etc. The tangential projection incorrectness and noise influence on imaging quality. In this paper we first sectionalize the X-ray image on the basis of vertical contrast difference. And next functional and statistic analysis are carried on at each region. Geometrical distance and unsharpness of the edge caused by visual evaluation uncertainties are also discussed.

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Design of Optical Image Stabilization Actuator for Compensating Hand Tremble (손 떨림 방지를 위한 OIS 액추에이터의 설계)

  • Hur, Young-Jun;Park, No-Cheol;Park, Young-Pil;Park, Kyoung-Su
    • Transactions of the Society of Information Storage Systems
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    • v.7 no.2
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    • pp.75-79
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    • 2011
  • Recently mobile phone camera become generally spread, it is required to develop high resolution, multi-functional camera module for obtaining high image quality. To satisfy this demand, number of pixels has been increased and pixel size decreased in small mobile phone cameras. As a result, image quality is seriously dropped by blur phenomena. Especially when hand tremble is occurred, image quality is dropped by camera shake. Therefore, to obtain high quality image, it is necessary to compensate user's hand tremble. In this paper, we propose voice coil actuator for compensating hand tremble, which can apply optical image stabilization (OIS) system. Sensitivity analysis and size optimization are performed to obtain high driving force. Finally, it is confirmed that the optimized electromagnetic circuit can be applied in OIS system.