• Title/Summary/Keyword: Monocular Vision

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Extraction of the 3-Dimensional Information Using Relaxation Technique (Relaxation Techique을 이용한 3차원 정보의 추출)

  • Kim, Yeong-Gu;Cho, Dong-Uk;Choi, Byeong-Uk
    • Proceedings of the KIEE Conference
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    • 1987.07b
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    • pp.1077-1080
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    • 1987
  • Images are 2-dimensional projection of 3-dimensional scenes and many problems of scene analysis arise due to inherent depth ambiguities in a monocular 2-D image. Therefore, depth recovery is a crucial problem in image understanding. This paper proposes modified algorithm which is focused on accurate correspondnce in stereo vision. The feature we use is zero-crossing points and the similarity measure with two property evaluation function is used to estimate initial probability. And we introduce relaxation technique for accurate and global correspondence.

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Detection of Preceding Vehicles Based on a Multistage Combination of Edge Features and Horizontal Symmetry (에지특징의 단계적 조합과 수평대칭성에 기반한 선행차량검출)

  • Song, Gwang-Yul;Lee, Joon-Woong
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.7
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    • pp.679-688
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    • 2008
  • This paper presents an algorithm capable of detecting leading vehicles using a forward-looking camera. In fact, the accurate measurements of the contact locations of vehicles with road surface are prerequisites for the intelligent vehicle technologies based on a monocular vision. Relying on multistage processing of relevant edge features to the hypothesis generation of a vehicle, the proposed algorithm creates candidate positions being the left and right boundaries of vehicles, and searches for pairs to be vehicle boundaries from the potential positions by evaluating horizontal symmetry. The proposed algorithm is proven to be successful by experiments performed on images acquired by a moving vehicle.

The course estimation of vehicle using vanishing point and obstacle detection (무한원점을 이용한 주행방향 추정과 장애물 검출)

  • 정준익;최성구;노도환
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.11
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    • pp.126-137
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    • 1997
  • This paper describes the algorithm which can estimate road following direction and deetect obstacle using a monocular vision system. This algorithm can estimate the course of vehicle using the vanishing point properties and detect obstacle by statistical method. The proposed algorithm is composed of four steps, which are lane prediction, lane extraction, road following parameter estimation and obstacle detection. It is designed for high processing speed and high accuracy. The former is achieved by a small area named sub-windown in lane existence area, the later is realized by using connected edge points of lane. We would like to present that the new mehod can detect obstacle using the simple statistical method. The paracticalities of the processing speed, the accuracy of the algorithm and proposing obstacle detection method, have been justified through the experiment applied VTR image of the real road to the algorithm.

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Recognition of surface orientations in an object using photomeric stereo method (포토메트릭 스테레오를 이용한 물체표면방향의 인식)

  • 이종훈;전태현;김도성;이명호
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10a
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    • pp.816-820
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    • 1990
  • This paper is pre-stage for getting EGI which can be used for modeling of an object. It discusses the construction of the vision processing system and its algorithm for getting needle diagram from tie object image. We realize the algorithm with monocular camera system, using Reflectance Map theory and photometric stereo method. We can calculate the surface normal at any point in the image if we take multiple images at the different lighting conditions. From the 3 images taken from different lighting conditions through the experiment, we get the needle diagrams of the sphere and the object. We confirm the validness of the surface, normal acquisition algorithm comparing the experimental needle diagram with the ideal one obtained from the surface normal of the known object.

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Interocular interactions evoked by asynchronous checkerboard pattern reversals to each eye

  • Park, Hyoung-Dong;Lee, Kyoung-Min
    • Proceedings of the Korean Society for Cognitive Science Conference
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    • 2010.05a
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    • pp.55-59
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    • 2010
  • To examine iterocular interactions in normal subjects, we recorded EEG activity from channel O1 and O2 on 14 healthy subjects while checkerboard pattern reversals were presented to each eye with different interstimulus intervals (ISIs) ranging from 0 to 218 ms. When pattern reversals were presented asynchronously to each eye, P-1 activity evoked by each reversal was significantly suppressed compared to the activation evoked by synchronous reversals. Furthermore, when there was time delay between pattern reversals to each eye, theta (4-10 Hz) band power was also significantly decreased, whereas beta (10-30 Hz) band power was relatively preserved. Our results suggest that neural activity evoked by sustained but not yet reversed checkerboard from one eye might inhibit upcoming neural response evoked by reversed checkerboard from the other eye. Decreased P-1 activity might reflect such inhibitory interaction between two eyes. Also, decreased theta and preserved beta band power might reflect engagement of different neural circuit for binocular / monocular vision.

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Ground Plane Detection Using Homography Matrix (호모그래피행렬을 이용한 노면검출)

  • Lee, Ki-Yong;Lee, Joon-Woong
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.10
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    • pp.983-988
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    • 2011
  • This paper presents a robust method for ground plane detection in vision-based applications based on a monocular sequence of images with a non-stationary camera. The proposed method, which is based on the reliable estimation of the homography between two frames taken from the sequence, aims at designing a practical system to detect road surface from traffic scenes. The homography is computed using a feature matching approach, which often gives rise to inaccurate matches or undesirable matches from out of the ground plane. Hence, the proposed homography estimation minimizes the effects from erroneous feature matching by the evaluation of the difference between the predicted and the observed matrices. The method is successfully demonstrated for the detection of road surface performed on experiments to fill an information void area taken place from geometric transformation applied to captured images by an in-vehicle camera system.

A Study on method for Avoidance Collision using Motion Information and Object Detection from Monocular Camera Vision (단안 카메라 영상에서 움직임 정보와 물체 인식을 통한 충돌 회피 방법에 관한 연구)

  • Kim, Dae-Gon;Seo, Woo-il;Yoo, Cheol-Jung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.04a
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    • pp.716-718
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    • 2016
  • 본 연구는 차량이 정차해 있거나 차량을 후진하여 이동시키고자 할 때 운전자의 시야에 보이지 않는 차량의 후방 좌 우측에서 접근하는 차량 또는 보행자와 같은 움직임을 가지는 물체와 충돌을 회피하기 위한 방법에 관한 연구이다. 해당 물체와 충돌을 피하기 위해서는 후방의 영상을 획득하여 움직임을 가진 물체를 식별하고 차량과의 거리, 속도 및 충돌 가능성을 계산할 수 있어야 한다.

A Study on the Camera Calibration Algorithm using the Grid Type Frame with Different Line Widths (다른 선폭들로 구성된 격자형 교정판을 이용한 카메라 교정 알고리즘에 관한 연구)

  • Jeong, Jun-Ik;Han, Young-Bae;Rho, Do-Hwan
    • Proceedings of the KIEE Conference
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    • 1998.07g
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    • pp.2333-2335
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    • 1998
  • Recently, the development of computer achieves a system which is similar to the mechanics of human visual system. The 3D measurement using monocular vision system must be achieved a camera calibration. So far, the camera calibration technique required reference target in a scene. But, these methods are inefficient because they have many calculation procedures and difficulties in analysis. Therefore, this paper proposes a native method that without reference target in a scene. We use the grid type frame with different line widths. This method uses vanishing point concept that possess a rotation parameter of the camera and perspective ration that perfect each line widths into a image. We confirmed accuracy of calibration parameter estimation through experiment on the algorithm with a grid paper with different line widths.

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Real-Time Algorithm for Relative Position Estimation Between Person and Robot Using a Monocular Camera (영상정보만을 이용한 사람과 로봇간 실시간 상대위치 추정 알고리즘)

  • Lee, Jung Uk;Sun, Ju Young;Won, Mooncheol
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.37 no.12
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    • pp.1445-1452
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    • 2013
  • In this paper, we propose a real-time algorithm for estimating the relative position of a person with respect to a robot (camera) using a monocular camera. The algorithm detects the head and shoulder regions of a person using HOG (Histogram of Oriented Gradient) feature vectors and an SVM (Support Vector Machine) classifier. The size and location of the detected area are used for calculating the relative distance and angle between the person and the camera on a robot. To increase the speed of the algorithm, we use a GPU and NVIDIA's CUDA library; the resulting algorithm speed is ~ 15 Hz. The accuracy of the algorithm is compared with the output of a SICK laser scanner.

Possibility about evaluation test of Substitution of NPC Alteration for AC/A Ratio (폭주근점 변화의 AC/A비 대체 평가지표에 대한 가능성)

  • Yoo, Hyun;Lee, Eun-Hee
    • Journal of Digital Convergence
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    • v.14 no.10
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    • pp.375-380
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    • 2016
  • This study aimed to evaluate the possibility for assessment of binocular visual function about alteration for near point of convergence (NPC). Study subjects were total 30 (emmetropia 16, myopia 14), who had no eye disease except for the phoria and monocular corrected vision 1.0 and over. Near point of accommodation (NPA), NPC and phoria test were measured both at ordinary and stimulation of +1D. Ordinary NPC was 1.77cm shorter than NPC stimulated +1D and the NPC of emmetropia was shorter than that of myopia. The difference between NPC stimulated +1D and ordinary were increased in the emmetropia. As the NPC increased, the AC/A ratio was elevated and the feature of near exophoria appeared. The results suggested that the alteration of NPC might substitute AC/A ratio for reference variable of binocular vision. If converged and analyzed comparatively with another binocular visual evaluation test, the alteration of NPC could be developed for substitution of evaluation test.