• Title/Summary/Keyword: Active Vision

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Adaptive planar vision marker composed of LED arrays for sensing under low visibility

  • Kim, Kyukwang;Hyun, Jieum;Myung, Hyun
    • Advances in robotics research
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    • v.2 no.2
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    • pp.141-149
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    • 2018
  • In image processing and robotic applications, two-dimensional (2D) black and white patterned planar markers are widely used. However, these markers are not detectable in low visibility environment and they are not changeable. This research proposes an active and adaptive marker node, which displays 2D marker patterns using light emitting diode (LED) arrays for easier recognition in the foggy or turbid underwater environments. Because each node is made to blink at a different frequency, active LED marker nodes were distinguishable from each other from a long distance without increasing the size of the marker. We expect that the proposed system can be used in various harsh conditions where the conventional marker systems are not applicable because of low visibility issues. The proposed system is still compatible with the conventional marker as the displayed patterns are identical.

A study on the theoretical minimum resolution of the laser range finder (레이저 거리계의 이론적 최소 분해능에 관한 연구)

  • 차영엽;권대갑
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.644-647
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    • 1996
  • In this study the theoretical minimum resolution analysis of an active vision system using laser range finder is performed for surrounding recognition and 3D data acquisition in unknown environment. The laser range finder consists of a slitted laser beam generator, a scanning mechanism, CCD camera, and a signal processing unit. A laser beam from laser source is slitted by a set of cylindrical lenses and the slitted laser beam is emitted up and down and rotates by the scanning mechanism. The image of laser beam reflected on the surface of an object is engraved on the CCD array. In the result, the resolution of range data in laser range finder is depend on distance between lens center of CCD camera and light emitter, view and beam angles, and parameters of CCD camera.

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Implementation of Active Humanoid Robot Soccer System Using Global Vision (글로벌 비젼을 이용한 자동제어 휴머노이드 축구시스템 설계)

  • Ku, Ja-Yl
    • 전자공학회논문지 IE
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    • v.45 no.2
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    • pp.28-33
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    • 2008
  • The paper is represented active robot soccer system using humanoid. many robot we implement the control method of several robot and the algorithm of robot soccer system. the position and direction of the robot is recognized quickly using color tag on the shoulder of robot and special personal computer. Humanoid robot soccer system in this paper develops better in existent wheel-driven soccer robot. Forward, through a lot of studies, self-moving soccer game like human with humanoid is possible.

A study on the resolution of the laser range finder (레이저 거리계의 분해능에 관한 연구)

  • Cha, Yeong-Yeop;Yu, Chang-Mok
    • Journal of Institute of Control, Robotics and Systems
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    • v.4 no.1
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    • pp.82-87
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    • 1998
  • In this study, the theoretical resolution analysis of an active vision system using laser range finder is performed for surrounding recognition and 3D data acquisition in unknown environment. In the result, the resolution of range data in laser range finder is depend on the distance between lens center of CCD camera and light emitter, view angle, beam angle, and parameters of CCD camera. The theoretical resolutions of the laser range finders of various types which are based on parameters effected resolution are calculated and experimental results are obtained in real system.

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Vision Based Traffic Data Collection in Intelligent Transportation Systems

  • Mei Yu;Kim, Yong-Deak
    • Proceedings of the IEEK Conference
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    • 2000.07b
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    • pp.773-776
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    • 2000
  • Traffic monitoring plays an important role in intelligent transportation systems. It can be used to collect real-time traffic data concerning traffic flow. Passive shadows resulted from roadside buildings or trees and active shadows caused by moving vehicles, are one of the factors that arise errors in vision based vehicle detection. In this paper, a land mark based method is proposed for vehicle detection and shadow rejection, and finally vehicle count are achieved based on the land mark detection method.

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A Study on Active Calibration Technique for Rotating Camera (카메라 회전을 이용한 능동적인 캘리브레이션 기법에 관한 연구)

  • Yu, Won-Pil;Chung, Yun-Koo
    • Annual Conference of KIPS
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    • 2001.10a
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    • pp.703-706
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    • 2001
  • 본 논문에서는 pan/tilt 회전이 가능한 카메라 시스템을 이용한 캘리브레이션 기법에 대하여 소개한다. 제안된 방법을 이용하여 optical center, 초점거리를 추정할 수 있다. 캘리브레이션 대상물체로는 포인트(point)특징점을 이용하고 있으며 카메라 구동부에서 제공되는 각도 정보를 이용하며 캘리브레이션 대상 물체에 대한 기하학적 사전 지식이나 3 차원 정보를 필요로 하지 않는다 각각의 캘리브레이션 파라메타를 구하기 위해서 두 프레임을 필요로 한다. 시뮬레이션을 통해 제안된 캘리브레이션 방법의 실용 가능성을 보인다.

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Active Vision from Image-Text Multimodal System Learning (능동 시각을 이용한 이미지-텍스트 다중 모달 체계 학습)

  • Kim, Jin-Hwa;Zhang, Byoung-Tak
    • Journal of KIISE
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    • v.43 no.7
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    • pp.795-800
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    • 2016
  • In image classification, recent CNNs compete with human performance. However, there are limitations in more general recognition. Herein we deal with indoor images that contain too much information to be directly processed and require information reduction before recognition. To reduce the amount of data processing, typically variational inference or variational Bayesian methods are suggested for object detection. However, these methods suffer from the difficulty of marginalizing over the given space. In this study, we propose an image-text integrated recognition system using active vision based on Spatial Transformer Networks. The system attempts to efficiently sample a partial region of a given image for a given language information. Our experimental results demonstrate a significant improvement over traditional approaches. We also discuss the results of qualitative analysis of sampled images, model characteristics, and its limitations.

STEREO VISION-BASED FORWARD OBSTACLE DETECTION

  • Jung, H.G.;Lee, Y.H.;Kim, B.J.;Yoon, P.J.;Kim, J.H.
    • International Journal of Automotive Technology
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    • v.8 no.4
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    • pp.493-504
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    • 2007
  • This paper proposes a stereo vision-based forward obstacle detection and distance measurement method. In general, stereo vision-based obstacle detection methods in automotive applications can be classified into two categories: IPM (Inverse Perspective Mapping)-based and disparity histogram-based. The existing disparity histogram-based method was developed for stop-and-go applications. The proposed method extends the scope of the disparity histogram-based method to highway applications by 1) replacing the fixed rectangular ROI (Region Of Interest) with the traveling lane-based ROI, and 2) replacing the peak detection with a constant threshold with peak detection using the threshold-line and peakness evaluation. In order to increase the true positive rate while decreasing the false positive rate, multiple candidate peaks were generated and then verified by the edge feature correlation method. By testing the proposed method with images captured on the highway, it was shown that the proposed method was able to overcome problems in previous implementations while being applied successfully to highway collision warning/avoidance conditions, In addition, comparisons with laser radar showed that vision sensors with a wider FOV (Field Of View) provided faster responses to cutting-in vehicles. Finally, we integrated the proposed method into a longitudinal collision avoidance system. Experimental results showed that activated braking by risk assessment using the state of the ego-vehicle and measuring the distance to upcoming obstacles could successfully prevent collisions.

Effect for the Worker's Organizational Citizenship Behavior of Value Congruence and Vision Sharing in Social Enterprise (사회적 기업에서 비전공유와 가치일치가 근로자의 조직시민행동에 미치는 영향)

  • Lee, Yong-Jae
    • The Journal of the Korea Contents Association
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    • v.12 no.3
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    • pp.206-213
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    • 2012
  • This study analyzed on the effect worker's organizational citizenship behaviors of vision sharing and values congruence in social enterprise. Analysis results are as follows: the higher the degree of match value of worker and organization, organization's vision have on active organizational citizenship behaviors in social enterprise. And, non-profit organization, full-time employee and Non-disadvantaged are actively organizational citizenship behaviors. Social enterprises's purpose are to solve the social problem in communities and creating the jobs for the vulnerable. Therefore, the administrator of social enterprise strive to share the vision of the organization with worker, and should pay more effort in the selection process for selecting the worker that matches with organization's value.

Wavelet Based Intelligence image Watermarking Using Machine Vision of LabVIEW (LabVIEW의 Machine Vision을 이용한 웨이블릿 기반 지능형 이미지 Watermarking)

  • 송윤재;강두영;김형권;안태천
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2004.10a
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    • pp.521-524
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    • 2004
  • Recently, acgis of authentication and crcator's copyright has become a matter of great concern by the diffusion of multimedia technique and the growth of the internet and the easily duplicated property of digital data. Consequently, many active researches have been made to protect copyright and to assure integrity by inserting watermark into the digital data. In this paper, watermark is repealed through the entire image and adapted to the content of the image. Achieved by an underlying process of transforming the digital image to the frequency domain by wavelet transform, which has three (vertical, horizontal, diagonal) directions and Multi-resolution features, and then choosing frequency area inferior to the human perceptibility and significant for invisible and robust watermark. We realize wavelet based image watermarking using Machine Vision of LabVIEW.

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