• Title/Summary/Keyword: vision-based technology

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A Study of the Use of Step by Preprocessing and Dynamic Programming for the Exact Depth Map (정확한 깊이 맵을 위한 전처리 과정과 다이나믹 프로그래밍에 관한 연구)

  • Kim, Young-Seop;Song, Eung-Yeol
    • Journal of the Semiconductor & Display Technology
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    • v.9 no.3
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    • pp.65-69
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    • 2010
  • The stereoscopic vision system is the algorithm to obtain the depth of target object of stereo vision image. This paper presents an efficient disparity matching method using nagao filter, octree color quantization and dynamic programming algorithm. we describe methods for performing color quantization on full color RGB images, using an octree data structure. This method has the advantage of saving a lot of data. We propose a preprocessing stereo matching method based on Nagao-filter algorithm using color information. using the nagao filter, we could obtain effective depth map and using the octree color quantization, we could reduce the time of computation.

Development of a Monitoring Module for a Steel Bridge-repainting Robot Using a Vision Sensor (비전센서를 이용한 강교량 재도장 로봇의 주행 모니터링 모듈 개발)

  • Seo, Myoung Kook;Lee, Ho Yeon;Jang, Dong Wook;Chang, Byoung Ha
    • Journal of Drive and Control
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    • v.19 no.1
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    • pp.1-7
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    • 2022
  • Recently, a re-painting robot was developed to semi-automatically conduct blasting work in bridge spaces to improve work productivity and worker safety. In this study, a vision sensor-based monitoring module was developed to automatically move the re-painting robot along the path. The monitoring module provides direction information to the robot by analyzing the boundary between the painting surface and the metal surface. To stably measure images in unstable environments, various techniques for improving image visibility were applied in this study. Then, the driving performance was verified in a similar environment.

An Efficient Camera Calibration Method for Head Pose Tracking (머리의 자세를 추적하기 위한 효율적인 카메라 보정 방법에 관한 연구)

  • Park, Gyeong-Su;Im, Chang-Ju;Lee, Gyeong-Tae
    • Journal of the Ergonomics Society of Korea
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    • v.19 no.1
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    • pp.77-90
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    • 2000
  • The aim of this study is to develop and evaluate an efficient camera calibration method for vision-based head tracking. Tracking head movements is important in the design of an eye-controlled human/computer interface. A vision-based head tracking system was proposed to allow the user's head movements in the design of the eye-controlled human/computer interface. We proposed an efficient camera calibration method to track the 3D position and orientation of the user's head accurately. We also evaluated the performance of the proposed method. The experimental error analysis results showed that the proposed method can provide more accurate and stable pose (i.e. position and orientation) of the camera than the conventional direct linear transformation method which has been used in camera calibration. The results of this study can be applied to the tracking head movements related to the eye-controlled human/computer interface and the virtual reality technology.

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Three-Dimensional Shape Reconstruction from Images by Shape-from-Silhouette Technique and Iterative Triangulation

  • Cho, Jung-Ho;Samuel Moon-Ho Song
    • Journal of Mechanical Science and Technology
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    • v.17 no.11
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    • pp.1665-1673
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    • 2003
  • We propose an image-based three-dimensional shape determination system. The shape, and thus the three-dimensional coordinate information of the 3-D object, is determined solely from captured images of the 3-D object from a prescribed set of viewpoints. The approach is based on the shape-from-silhouette (SFS) technique, and the efficacy of the SFS method is tested using a sample data set. The extracted three-dimensional shape is modeled with polygons generated by a new iterative triangulation algorithm, and the polygon model can be exported to commercial software. The proposed system may be used to visualize the 3-D object efficiently, or to quickly generate initial CAD data for reverse engineering purposes, including three dimensional design applications such as 3-D animation and 3-D games.

Vision based Monitoring System for Safety in Railway Station (철도역사 안전을 위한 비전기반 승강장 모니터링 시스템)

  • Oh, Seh-Chan;Park, Sung-Hyuk;Lee, Chang-Mu
    • Proceedings of the KSR Conference
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    • 2007.05a
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    • pp.953-958
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    • 2007
  • Passenger safety is a primary concern of railway system but, it has been urgent issue that dozens of people are killed every year when they are fallen from train platforms. In this paper, we propose a vision based monitoring system for railway station platform. The system immediately perceives dangerous factors of passengers on the platform by using image processing technology. To monitor almost entire length of the track line in the platform, we use several video cameras. Each camera conducts surveillance its own preset monitoring area whether human or dangerous object was fallen in the area. Moreover, to deal with the accident immediately, the system provides local station, central control room employees and train driver with the video information about the accident situation including alarm message. This paper introduces the system overview and detection process with experimental results. According to the results, we expect the proposed system will play a key role for establishing highly intelligent monitoring system in railway.

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Multiprimary displays for natural color reproduction

  • Yamaguchi, Masahiro
    • 한국정보디스플레이학회:학술대회논문집
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    • 2002.08a
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    • pp.999-1004
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    • 2002
  • This paper presents the color displays using more than three primary colors, for the reproduction of wider color gamut, and high-fidelity color reproduction. First, Natural Vision system, which is currently under development for the natural color reproduction in visual telecommunication applications, is introduced, The natural vision is based on spectrum instead of trichromatic color space, and enables high-fidelity color reproduction using multispectral and multiprimary technologies. Then, sixprimary color projection displays using LCD and DLP, and a four-primary color flat panel display are shown. It is experimentally demonstrated that the color gamut becomes much larger than conventional RGB-based display. In addition, it is proved that the spectral color reproduction using multiprimary display suppresses the influence of observer metamerism, and as a result, the color matching between the display and the real object is well improved.

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Dividing Occluded Pedestrians in Wide Angle Images for the Vision-Based Surveillance and Monitoring (시각 기반 감시 및 관측을 위한 광각 영상에서의 중첩된 보행자 구분)

  • Park, Jaehyeong;Do, Yongtae
    • Journal of Sensor Science and Technology
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    • v.24 no.1
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    • pp.54-61
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    • 2015
  • In recent years, there has been increasing use of automatic surveillance and monitoring systems based on vision sensors. Humans are often the most important target in the systems, but processing human images is difficult due to the small sizes and flexible motions. Particularly, occlusion among pedestrians in camera images brings practical problems. In this paper, we propose a novel method to separate image regions of occluded pedestrians. A camera equipped with a wide angle lens is attached to the ceiling of a building corridor for sensing pedestrians with a wide field of view. The output images of the camera are processed for the human detection, tracking, identification, distortion correction, and occlusion handling. We resolve the occlusion problem adaptively depending on the angles and positions of their heads. Experimental results showed that the proposed method is more efficient and accurate compared with existing methods.

The Technology of Measurement System for Contact Wire Uplift (전차선 압상 검측을 위한 시스템 기술)

  • Park, Young;Cho, Hyeon-Young;Kim, Hyung-Chul;Kwon, Sam-Young;Kim, In-Chol;Choi, Won-Seok
    • Proceedings of the KSR Conference
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    • 2009.05a
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    • pp.900-904
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    • 2009
  • The measurement of contact wire uplift in electric railway is one of the most test method to accept the maximum permitted speed of new vehicles or pantographs. The contact wire uplift can be measured for shot periods when pantograph is running in monitoring station. This paper describes the development of two different methods for contact uplift measurement using vision-based system and wireless online monitoring system. Our vision-based system employs a high-speed CMOS (Complementary Metal Oxide Semiconductor) camera with gigabit ethernet LAN. The development of a real-time remote monitoring system that acquires data from any kind of sensor to be transmitted by wireless communication from overhead line and structure at 25 kV to a computer in catenary system. The proposed two kind of different measurement systems to evaluation for dynamic uplift of overhead contact wire shows promising on-field applications for high speed train such as Korea Tilting Train (TTX) and Korea Train eXpress (KTX).

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Computer vision based unmanned bus operating system (컴퓨터 비전 기반 무인 버스 운행시스템)

  • Lee, Yong-Han;Kim, Beom-Young;Lee, Sin-Hyo;Lee, Ji-Hun
    • Annual Conference of KIPS
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    • 2017.11a
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    • pp.716-719
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    • 2017
  • This system is designed for autonomous buses. It controls buses by lane and object recognition using Deep Learning based computer vision technology. Through this system, we can expect to reduce traffic costs and increase stability.

A User Interface for Vision Sensor based Indirect Teaching of a Robotic Manipulator (시각 센서 기반의 다 관절 매니퓰레이터 간접교시를 위한 유저 인터페이스 설계)

  • Kim, Tae-Woo;Lee, Hoo-Man;Kim, Joong-Bae
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.10
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    • pp.921-927
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    • 2013
  • This paper presents a user interface for vision based indirect teaching of a robotic manipulator with Kinect and IMU (Inertial Measurement Unit) sensors. The user interface system is designed to control the manipulator more easily in joint space, Cartesian space and tool frame. We use the skeleton data of the user from Kinect and Wrist-mounted IMU sensors to calculate the user's joint angles and wrist movement for robot control. The interface system proposed in this paper allows the user to teach the manipulator without a pre-programming process. This will improve the teaching time of the robot and eventually enable increased productivity. Simulation and experimental results are presented to verify the performance of the robot control and interface system.