• Title/Summary/Keyword: stereo-vision

Search Result 527, Processing Time 0.033 seconds

2D Map generation Using Omnidirectional Image sensor and Stereo Vision for MobileRobot MAIRO (자율이동로봇MAIRO의 전방향 이미지센서와 스테레오 비전 시스템을 이용한 2차원 지도 생성)

  • Kim, Kyung-Ho;Lee, Hyung-Kyu;Son, Young-Jun;Song, Jae-Keun
    • Proceedings of the KIEE Conference
    • /
    • 2002.11c
    • /
    • pp.495-500
    • /
    • 2002
  • Recently, a service robot industry outstands as an up and coming industry of the next generation. Specially, there are so many research in self-steering movement(SSM). In order to implement SSM, robot must effectively recognize all around, detect objects and make a surrounding map with sensors. So, many robots have a sonar and a infrared sensor, etc. But, in these sensors, We only know informations about between the robot and the object as well as resolution faculty is of inferior quality. In this paper, we will introduce new algorithm that recognizes objects around robot and makes a two dimension surrounding map with a omni-direction vision camera and two stereo vision cameras.

  • PDF

Probabilistic Estimation of Area- and Feature-based Stereo Matching Results Considering Uncertatinty (불확실성을 고려한 영역과 특징기반 스테레오 정합결과의 확률적 통합)

  • 문인혁
    • Proceedings of the IEEK Conference
    • /
    • 2001.06d
    • /
    • pp.69-72
    • /
    • 2001
  • This paper proposes a positional estimation method for extracted line features by stereo vision. Based on given reference plane, planar surfaces corresponding the given plane are first extracted. Then, features in the planar surfaces are selected. Using the Extended Kalman Filter the feature positions are estimated by combining area- and feature-based stereo matching results. Experimental results show the proposed method is feasible.

  • PDF

A design of window configuration for stereo matching (스테레오 매칭을 위한 Window 형상 설계)

  • 강치우;정영덕;이쾌희
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1991.10a
    • /
    • pp.1175-1180
    • /
    • 1991
  • The purpose of this paper is to improve the matching accuracy in identifying corresponding points in the area-based matching for the processing of stereo vision. For the selection of window size, a new method is proposed based on frequency domain analysis. The effectiveness of the proposed method is confirmed through a series of experiments. To overcome disproportionate distortion in stereo image pair, a new matching method using the warped window is also proposed. In the algorithm, the window is warped according to imaging geometry. Experiments on a synthetic image show that the matching accuracy is improved by 14.1% and 4.2% over the rectangular window method and image warping method each.

  • PDF

A blocking effect reduction method for disparity computation under the block matching algorithm (블록 매칭 기반에서 디스페리티의 블록킹 현상을 줄이는 알고리즘)

  • 송원석;유용현;문정환;김민기
    • Proceedings of the IEEK Conference
    • /
    • 2003.07e
    • /
    • pp.1996-1999
    • /
    • 2003
  • Stereo matching is an important technique in the are of computer vision. There are already many theorems to find disparity map using stereo images. Usually, disparity is searched by using block matching. However block matching result in blocking effects caused by using fixed size window for computing pixel correlations. This paper suggests an efficient method to remove the blocking effect in stereo matching procedures.

  • PDF

The Detection of the Stereo Viewing Points for 3D Object Recognition (2차원 물체 인식을 위한 입체 시각 포인트의 추출)

  • Seo, Choon-Weon;Won, Young-Jin
    • Proceedings of the IEEK Conference
    • /
    • 2007.07a
    • /
    • pp.451-452
    • /
    • 2007
  • It is need to find a new feature for the more statable recognition system. Now, we need more features like a human eyes. Therefore, this paper proposed a new feature with the stereo camera. In this paper, the each different features from the left and right input image will be extracted by stereo vision system, and will be good for the 3-D recognition.

  • PDF

Precise Stereo Matching Technique Based on White Auxiliary Stripe (백색 보조 띠 기반의 정밀 스테레오 정합 기법)

  • Kang, Han-Sol;Ko, Yun-Ho
    • Journal of Korea Multimedia Society
    • /
    • v.22 no.12
    • /
    • pp.1356-1367
    • /
    • 2019
  • This paper proposes a novel active stereo matching technique using white auxiliary stripe pattern. The conventional active stereo matching techniques that uses two cameras and an active source such as projector can accurately estimate disparity information even in the areas with low texture compared to the passive ones. However, it is difficult that the conventional active stereo matching techniques using color code patterns acquire these patterns robustly if the object is composed of various colors or is exposed to complex lighting condition. To overcome this problem, the proposed method uses an additional white auxiliary stripe pattern to get and localize the color code patterns robustly. This paper proposes a process based on adaptive thresholding and thinning to obtain the auxiliary pattern accurately. Experimental results show that the proposed method more precisely measures the stepped sample whose depth is known in advance than the conventional method.

Distance Measurement using Stereo Vision (스테레오 비전을 이용한 거리측정)

  • Kim, Chi-Seung;Yoo, Je-Yeon;Yeom, Seung-Hoon;Kang, Min-Jung;Lee, Choong-Ho;Kim, Jin-Hwan;Huh, Uk-Youl
    • Proceedings of the KIEE Conference
    • /
    • 2008.07a
    • /
    • pp.1843-1844
    • /
    • 2008
  • In this paper, the distance from the camera to the object is measured by using stereo camera. The stereo camera acquires two images which have a disparity from left and right camera. The disparity could be calculated by stereo matching of two images and using the disparity, the distance was calculated by triangular method. The distance estimation was carried out as widen the distance from the camera to the object with several operation methods of stereo matching. The result of experiment was under 10 percent error compared with the real distance. Therefore, by using this result, stereo camera would be adapt to the object tracking robot research or any other related area.

  • PDF

Generic Obstacle Detection on Roads by Dynamic Programming and Remapping of Stereo Images to a Virtual Top-View (스테레오영상의 가상의 탑뷰변환과 동적계획법에 의한 도로상의 장애물 검출)

  • Lee Ki Yong;Lee Joon Woong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.11 no.5
    • /
    • pp.418-422
    • /
    • 2005
  • In this paper, a novel algorithm capable of detecting generic obstacles on a flat surface is proposed. The algorithm fundamentally exploits a distortion phenomena taken place in remapping process of original stereo images to a virtual top-view. Based on the distortion phenomena, we construct stereo polar histograms of edge maps, detect peaks on them, and search for matched peaks on both histograms using a Dynamic Programming (DP). Eventually, the searched corresponding peaks lead to estimate obstacles' positions. The advantages of the proposed algorithm are that it is not largely affected by an intensity difference between a pair of stereo images and does not depend on the typical stereo matching methodologies. Furthermore, the algorithm identifies the obstacles' positions quite robustly.

Extraction of Corresponding Points of Stereo Images Based on Dynamic Programming (동적계획법 기반의 스테레오영상의 대응점 탐색)

  • Lee, Ki-Yong;Lee, Joon-Woong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.17 no.5
    • /
    • pp.397-404
    • /
    • 2011
  • This paper proposes an algorithm capable of extracting corresponding points between a pair of stereo images based on dynamic programming. The purpose of extracting the corresponding points is to provide the stereo disparity data to a road-slope estimation algorithm with high accuracy and in real-time. As the road-slope estimation algorithm does not require dense disparity data, the proposed stereo matching algorithm aims at extracting corresponding points accurately and quickly. In order to realize this contradictory goal, this paper exploits dynamic programming, and minimizes matching candidates using vertical components of color edges. Furthermore, the typical occlusion problem in stereo vision is solved. The proposed algorithm is proven to be effective through experiments with various images captured on the roads.

Extraction of Object 3-Dimension Position Coordinates using CCD-Camera (CCD-Camera를 이용한 목적대상의 3차원 위치좌표 추출)

  • Kim, Moo-Hyun;Lee, Ji-Hyun;Kim, Young-Hee;Park, Mu-Hun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2010.05a
    • /
    • pp.245-249
    • /
    • 2010
  • In the stereo vision system, information about an object could be gained by searching through images. Edges which are based on the information about an object are used to find the position of the object and send a message of its position coordinate to a unmanned crain. This thesis proposes an algorithm to find the center point of the object's surface which is connected to the unmanned crain's arm, and to recognize the shape of the object by using two CCD cameras. At first, getting information about the edges, and distinguishing each edge's characteristics depend on user's option, and then find the location information by a set of positions that are proposed. This thesis is expected to be devoted to the development of an automation system of unmanned moving equipment.

  • PDF