• Title/Summary/Keyword: Computer Vision system

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Object Detection from Mongolian Nomadic Environmental Images

  • Perenleilkhundev, Gantuya;Batdemberel, Mungunshagai;Battulga, Batnyam;Batsuuri, Suvdaa
    • Journal of Multimedia Information System
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    • v.6 no.4
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    • pp.173-178
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    • 2019
  • Mongolian historical and cultural monuments on settlement areas of stone inscriptions, stone images, rock-drawings, remains of cities, architecture are still telling us their stories. These monuments depict the understanding of the word, philosophical and artistic outlook, beliefs, religion, national art, language, culture and traditions of Mongols [1]. Nowadays computer science, especially computer vision is applying in the other science fields. The main problem is how to apply and which algorithm can detect and classify the objects correctly. In this paper, we propose a method to detect object from Mongolian nomadic environment images. This work proposes a method for object detection that is the combination of the binary operations in the edge detection results. We found out the best method and parameters of state-of-the-art machine learning algorithms. In experimental result, we evaluate our results with 10-fold cross validation and split 66% strategies.

Effect of Artificially Decreased Visual Acuity upon Eye-Hand Coordination using Lee-Ryan Eye-Hand Coordination Test (Lee-Ryan Eye-Hand Coordination Test를 이용한 인위적 시력저하가 눈-손 협응능력에 미치는 영향)

  • Lee, Ki-Seok
    • Journal of Korean Ophthalmic Optics Society
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    • v.19 no.3
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    • pp.371-376
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    • 2014
  • Purpose: The aim of this study was to explore the effect of artificially decreased eye in normal vision on eye-hand coordination (EHC) when using the Lee-Ryan Eye-Hand Coordination Test recently reported. Methods: Eleven adults with normal vision aged $29.46{\pm}5.94$ years participated for this study where a non-dominant eye artificially induced moderate refractive amblyopic vision at near by adding a plus lens conducted EHC tasks and then did the test again under normal vision following 2 weeks. To investigate the ability of EHC, 7 tasks including individually different level of difficulty in the Lee-Ryan EHC Test were selected to compare and analyze EHC in terms of two independent variables such as time taken and the number of errors. Results: In time taken, subjects with artificially decreased vision took more time than normal vision under monocular conditions (p=0.013), while those with the decreased vision completed their tasks faster than normal vision under binocular conditions (p=0.001). In the number of errors, subjects with the decreased vision made more mistakes (p<0.001) as shown in time taken, whereas there was no difference between monocular and binocular viewing conditions in the decreased vision. Conclusions: Unlike previous EHC tests including limitations for application, deficit in EHC can be screened by the Lee-Ryan EHC Test developed based on simple computer-based system. Therefore, it is considered that further studies relevant to deficits in visual function such as amblyopia will be carried out in clinics as well as research.

A Study on the Development of Backlight Surface Defect Inspection System using Computer Vision (컴퓨터비젼을 이용한 백라이트 표면결함 검사시스템 개발에 관한 연구)

  • Cho, Young-Chang;Choi, Byung-Jin;Yoon, Jeong-Oh
    • Journal of Korea Society of Industrial Information Systems
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    • v.12 no.3
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    • pp.116-123
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    • 2007
  • Despite the number of backlight manufacturer is increased as the market of flat panel display equipments and related development devices is enlarged, the inspection based on the human eye is still used in many backlight production lines. The defects such as particle, spot and scratch on the light emitting surface of the backlight prevent the LCD device from displaying the colors correctly. From that manual inspection it is difficult to maintain the quality of backlight consistently because the accuracy and the speed of the inspection may change with the physical condition of the operater. In this paper we studied on the development of automatic backlight surface defect inspection system. For this, we made up of the computer vision system and we developed the main program with various user interfaces to operate the inspection system effectively. And we developed the image processing module to extract the defect information. Furthermore, we presented the labeling process to reconstruct defect regions using the labeling table and the defect index. From the experimental results, we found that our system can detect all defect regions identified from human eye and it is sufficient to substitute for the conventional surface inspection.

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A study on real-time path planning and visual tracking of the micro mobile robot (소형 이동 로봇의 실시간 경로계획과 영상정보에 의한 추적제어)

  • 김은희;오준호
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.25-29
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    • 1997
  • In this thesis, we construct the microrobot succor system and navigate the real-time path planning and visual tracking of each robot. The system consists robots, vision system and a host computer. Because the robots are free-ranging mobile robot, it is needed to make and gallow the path. The path is planned and controlled by a host computer, ie. Supervisory control system. In path planning, we suggest a cost function which consists of three terms. One is the smoothness of the path, another is the total distance or time, and the last one is to avoid obstacles. To minimize the cost function, we choose the parametric cubic spline and update the coefficients in real time. We perform the simulation for the path planing and obstacle avoidance and real experiment for visual tracking

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Vehicle Classification by Road Lane Detection and Model Fitting Using a Surveillance Camera

  • Shin, Wook-Sun;Song, Doo-Heon;Lee, Chang-Hun
    • Journal of Information Processing Systems
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    • v.2 no.1
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    • pp.52-57
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    • 2006
  • One of the important functions of an Intelligent Transportation System (ITS) is to classify vehicle types using a vision system. We propose a method using machine-learning algorithms for this classification problem with 3-D object model fitting. It is also necessary to detect road lanes from a fixed traffic surveillance camera in preparation for model fitting. We apply a background mask and line analysis algorithm based on statistical measures to Hough Transform (HT) in order to remove noise and false positive road lanes. The results show that this method is quite efficient in terms of quality.

Study on scoring system of fire from warships (함정 사격 채점 시스템에 관한 연구)

  • Kim, Dong-Il
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2016.07a
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    • pp.339-340
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    • 2016
  • 함정 함포 사격 채점은 사격함에서 발사한 탄을 타겟을 예인하고 있는 함정에서 관찰하여 이루어 진다. 채점은 함정을 운용하는 승조원의 기량 평가와 관련 있기 때문에 공정성이 중요하다. 명중 여부는 타겟 주위에 발생하는 물보라를 관측하여 결정하는데, 물보라의 경우 사격 이후 수 초 내에 없어져서 예인함의 인원이 육안으로만 관찰해서는 공정한 채점을 할 수 없다. 캠코더등의 영상기록장치를 이용하여 사격을 기록하고 컴퓨터비전을 활용하여 채점의 공정성을 높일 수 있다. 본 논문에서는 컴퓨터 시스템을 활용하여 함정 사격 채점 시스템을 구현할 때 시스템이 갖추어야 할 기능과 컴퓨터비젼의 활용방법 및 함정에 설치되어 있는 전투체계 시스템을 활용하는 방법에 대하여 알아보고 실제로 시스템을 구현해 본다.

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Research on depth information based object-tracking and stage size estimation for immersive audio panning (이머시브 오디오 패닝을 위한 깊이 정보 기반 객체 추적 및 무대 크기 예측에 관한 연구)

  • Kangeun Lee;Hongjun Park;Sungyoung Kim
    • The Journal of the Acoustical Society of Korea
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    • v.43 no.5
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    • pp.529-535
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    • 2024
  • This paper presents our research on automatic audio panning for media content production. Previously, tracking an audio was done manually. With the advent of the immersive audio era, the need for an automatic audio panning system has increased, yet no substantial research has been progressed to date. Therefore, we propose a computer vision-based human tracking and depth feature processing system which processes depth feature through using 2-dimensional coordinates and models 3-dimensional view transformation for automatic audio panning to ensure audiovisual congruence. Also, this system applies stage size estimation model which gets input as an image and extrapolates stage width and depth as meter unit. Since our system estimates stage sizes and directly applies them to view transformation, no additional depth data training is required. To validate the proposed system, we also conducted a pilot test with Unity based sample video. Our team expects that our system will enable automated audio panning, assisting many audio engineers.

Development of VIN Character Recognition System for Motor (자동차 VIN 문자 인식 시스템 개발)

  • 이용중;이화춘;류재엽
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.10a
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    • pp.68-73
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    • 2000
  • This study to embody automatic recognition of VIN(Vehicle Identification Number)character by computer vision system. Automatic recognition characters methods consist of the thining processing and the recognition of each character. VIN character and background classified using counting method of the size of connected pixels. Thining processing applied to segmentation of connected fundamental phonemes by Hilditch's algorithm. Each VIN character contours tracing algorithm used the Freeman's direction tracing algorithm.

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A Study of the tracking of moving object of mobile robot using vision system (비젼시스템을 이용한 이동로봇의 이동물체 추적에 관한 연구)

  • Jeon, Jae-Hyun;Hong, Suk-Kyo
    • Proceedings of the KIEE Conference
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    • 1999.07g
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    • pp.3083-3085
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    • 1999
  • This paper presents an algorithm that the mobile robot track accurately a moving object with information from a CCD camera mounted on mobile robot. Singular Value Decomposition is adapted to remove the measurement noise of a Raw data of CCD. The mobile robot estimate the trajectory using Kalman filter and track the path of a moving object with a servo motor. Computer simulation results are showed that the efficient tracking system for the mobile robot is designed properly.

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Compact Optical Systems for Space Applications

  • Biryuchinskiy, Sergey;Churayeu, Siarhei;Jeong, Yeuncheol
    • Journal of Space Technology and Applications
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    • v.1 no.1
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    • pp.104-120
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    • 2021
  • Some optical schemes of lenses for spacecraft developed by the author are considered. The main optical characteristics of telescope lenses of various architectures are compared. We propose compact solutions of mirror, lens-mirror, and lens systems with maximum available angular resolutions and other parameters. Examples of calculating the optical systems of lenses used for various tasks both in the field of astronomy and in the field of remote sensing of the Earth and other planets are given. The example of onboard computer system is discussed. Practical recommendations on the development and use of telescope lenses are given.