• Title/Summary/Keyword: Vehicle video analysis

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Estimation of Expressway O/D Matrices from TCS data by Using Video Survey Data for Vehicle Classification: Focused on Truck (차종구분 영상조사 자료를 활용한 TCS기반 고속도로 O/D 구축: 화물자동차 중심으로)

  • Shin, Seungjin;Park, Dongjoo;Choi, Yoonhyeok;Jeong, Soyeong;Heo, Eunjin;Ha, Dongik
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.12 no.1
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    • pp.136-146
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    • 2013
  • Truck demand analysis based on TCS data has limitation in that TCS data can not provide truck O/D data for each type of truck vehicle. This study conducted video survey for classifying truck vehicle types. By using TCS data and vehicle ratio by region/cities type, truck O/D data on expressway were estimated. It was found that average travel distances of small truck, medium truck and large truck were 52km/veh, 56km/veh and 97km/veh, respectively by analysing truck O/D data estimated in this study. The reliability analysis showed that check points where error rate is lower than 30% comprise of 87.3%. It is considered that estimated O/D data by truck vehicle types would be useful for the analysis of truck demand of expressway.

Virtual Contamination Lane Image and Video Generation Method for the Performance Evaluation of the Lane Departure Warning System (차선 이탈 경고 시스템의 성능 검증을 위한 가상의 오염 차선 이미지 및 비디오 생성 방법)

  • Kwak, Jae-Ho;Kim, Whoi-Yul
    • Transactions of the Korean Society of Automotive Engineers
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    • v.24 no.6
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    • pp.627-634
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    • 2016
  • In this paper, an augmented video generation method to evaluate the performance of lane departure warning system is proposed. In our system, the input is a video which have road scene with general clean lane, and the content of output video is the same but the lane is synthesized with contamination image. In order to synthesize the contamination lane image, two approaches were used. One is example-based image synthesis, and the other is background-based image synthesis. Example-based image synthesis is generated in the assumption of the situation that contamination is applied to the lane, and background-based image synthesis is for the situation that the lane is erased due to aging. In this paper, a new contamination pattern generation method using Gaussian function is also proposed in order to produce contamination with various shape and size. The contamination lane video can be generated by shifting synthesized image as lane movement amount obtained empirically. Our experiment showed that the similarity between the generated contamination lane image and real lane image is over 90 %. Futhermore, we can verify the reliability of the video generated from the proposed method through the analysis of the change of lane recognition rate. In other words, the recognition rate based on the video generated from the proposed method is very similar to that of the real contamination lane video.

Development of Multi Data Acquisition and Analysis Device for Tracked Vehicle Using SBC (SBC를 이용한 궤도차량의 다중데이터 획득 및 분석장치 개발)

  • Jeon, Ki-Hyun;Ha, Dong-Hyun
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.27 no.10
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    • pp.80-85
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    • 2013
  • Recently it is becoming more common to apply vehicle electronics(Vetronics) based on information technology to improve the operability of the combat vehicles. Although the vehicle electronics system has been gradually developed, it is hard not only to design the reliable system which is a built-in multi-function but also to analyze the fault failure in the state of on-vehicle when failures occur. Therefore, It is required the data logging system like a aircraft's black box for the combat vehicles to enhance the reliability. In this paper, we developed the multi data acquisition and analysis device which is acquiring real-time data such as communication data, video data and voice data available for checking operational status of system and managing history. The performance of device has been proved on the vehicle.

Development of Vision-Based Vehicle Tracking for Extracting Microscopic Traffic Information (미시적 교통정보자료의 취득을 위한 영상기반 차량추적기술 개발)

  • Lee, Ki-Young;Chang, Myung-Soon
    • Journal of Korean Society of Transportation
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    • v.23 no.7 s.85
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    • pp.137-148
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    • 2005
  • The position information of individual vehicles on a road at every time instant can be used to analyze the microscopic behaviors of driving of each vehicle. The limited information obtained from previous imaging technology such as traffic volume and interval velocity cannot be used to explore such microscopic traffic conditions. Also, information gathering for the microscopic behaviors by manual analysis of captured video takes large amount of time and man-power. In the paper we develop the rule-based vehicle tracking technology from which the position information of individual vehicles on a road at every time instant can be automatically obtained. Also, we extract the position data of driving vehicles on a road, length of 130m for every 0.05 second, and calculate the velocity of each traced vehicles to compare with the real velocity for the verification of accuracy. In the future, this type of tracking techniques based on video analysis can be widely used to provide the practically important information of road traffic conditions and to analyze the academically important microscopic behaviors of driving patterns.

A Study on Real-Time Position Analysis and Wireless Transmission Technology for Effective Acquisition of Video Recording Information in UAV Video Surveillance (유효영상 획득을 위한 무인기 영상감시의 실시간 위치분석과 무선전송 기술에 관한 연구)

  • Kim, Hwan-Chul;Lee, Chang-Seok;Choi, Jeong-Hun
    • Journal of Korea Multimedia Society
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    • v.18 no.9
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    • pp.1047-1057
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    • 2015
  • In this paper, we propose an effective wireless transmission technology, under poor wireless transmission channel surroundings caused by speedy flying, that are able to transmit high quality video recording information and surveillance data via accessing to various wireless networking services architecture such as One-on-One, Many-on-One, One-on-Many, Over the Horizon. The Real-Time Position Analysis(RAPA) method is also suggested to provide more meaningful video information of shooting area. The suggested wireless transmission technology and RAPA can make remote control of UAV's flight route to get valuable topography information. Because of the benefit to get both of video information and GPS data of shooting area simultaneously, the result of study can be applied to various application sphere including UAV that requires high speed wireless transmission.

A Comparison Between the Tape Switch Sensor and the Video Images Frame Analysis Method on the Speed Measurement of Vehicle (차량 속도 측정의 실무적용을 위한 테이프스위치 센서 방식과 영상 프레임 분석방법의 비교연구)

  • Kim Man-Bae;Hyun Cheol-Seung;Yoo Sung-Jun;Hong You-Sik
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.9 s.351
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    • pp.120-127
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    • 2006
  • In Korea the vehicle enforcement system(VES) detects speeding vehicle using two inductive loop detectors. And the speed reliability of theirs are evaluated through the analysis of image frame which is captured from video camera. This method is validated to evaluate VES on Korea Laboratory Accreditation Scheme(KOLAS) but it needs much time and expense for the analysis of image frame. Because the number of VES are increasing rapidly, the requirement of new evaluation method is necessary. On this paper, the tape switch sensor as a substitution of existing method was introduced and its application on the site are discussed. On the site test we compared the tape switch sensor on the speed measurement of vehicle with the video image frame. As a result we have founded that the tape switch sensor is evaluated to be feasible system on site in respect to measure the overspeed vehicle.

The Development of Vehicle Counting System at Intersection Using Mean Shift (Mean Shift를 이용한 교차로 교통량 측정 시스템 개발)

  • Chun, In-Gook
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.7 no.3
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    • pp.38-47
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    • 2008
  • A vehicle counting system at intersection is designed and implemented using analyzing a video stream from a camera. To separate foreground image from background, we compare three different methods, among which Li's method is chosen. Blobs are extracted from the foreground image using connected component analysis and the blobs are tracked by a blob tracker, frame by frame. The primary tracker use only the size and location of blob in foreground image. If there is a collision between blobs, the mean-shift tracking algorithm based on color distribution of blob is used. The proposed system is tested using real video data at intersection. If some huristics is applied, the system shows a good detection rate and a low error rate.

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A implement of smart Blockbox with GPS and Wireless network (GPS와 무선랜을 이용한 스마트블랙박스 구현)

  • Kim, Jang-Ju;Jang, Jong-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.05a
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    • pp.90-93
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    • 2010
  • Lately, increasing utilization of vehicle blackbox, there is acted research and development of blackbox. But, currently used Blackbox was stored only video, sound and have Limit to know details of an accident. When disappeared mounted blackbox inside the vehicle, there don't know information of blackbox. In this paper, because using video and sound and GPS, blackbox store current location and route and vehicle speed, blackbox increase efficiency and accuracy of accident analysis. and using wareless LAN, smart blackbox implement to transfer external store media.

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Development of Video Image Detection System based on Tripwire and Vehicle Tracking Technologies focusing performance analysis with Autoscope (Tripwire 및 Tracking 기반의 영상검지시스템 개발 (Autoscope와의 성능비교를 중심으로))

  • Oh, Ju-Taek;Min, Joon-Young;Kim, Seung-Woo;Hur, Byung-Do;Kim, Myung-Soeb
    • Journal of Korean Society of Transportation
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    • v.26 no.2
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    • pp.177-186
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    • 2008
  • Video Image Detection System can be used for various traffic managements including traffic operation and traffic safety. Video Image Detection Technique can be divide by Tripwire System and Tracking System. Autoscope, which is widely used in the market, utilizes the Tripwire System. In this study, we developed an individual vehicle tracking system that can collect microscopic traffic information and also developed another image detection technology under the Tripwire System. To prove the accuracy and reliability of the newly developed systems, we compared the traffic data of the systems with those generated by Autoscope. The results showed that 0.35% of errors compared with the real traffic counts and 1.78% of errors with Autoscope. Performance comparisons on speed from the two systems showed the maximum errors of 1.77% with Autoscope, which confirms the usefulness of the newly developed systems.

Development of Roadside Facility Management System with Video GIS Technology

  • Joo, In-Hak;Nam, Kwang-Woo;Yoo, Jae-Jun;Lee, Jong-Hun
    • Proceedings of the KSRS Conference
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    • 2002.10a
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    • pp.169-174
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    • 2002
  • In this paper, we suggest a new spatial information system called video GIS where video is used for spatial data construction and is integrated with map. We develop a prototype system of video GIS and apply it to roadside facility management. The main functions supported by the suggested system are data collection, coordinate calculation and conversion, data construction, analysis, searching, and browsing. The stereo images and corresponding position data are collected by a vehicle named 4S-Van that has GPS, IMU, and cameras. The 3-D coordinates of the objects in the images, such as road sign, signal lamp, and building, can be calculated and constructed from the collected data. The spatial objects are displayed on both image and map, and can be searched and browsed, which enables visual and realistic browsing and management of spatial objects. Compared to conventional field survey used in roadside facility management, the method enables faster, easier, and more efficient construction of spatial data. The suggested video GIS can be applied not only to roadside facility management but also to many similar projects of central or local governments that are related to GIS.

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