• Title/Summary/Keyword: Fast stereo vision

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Distance measurement using stereo camera and 3D implementation with 3D display devices

  • Song, Hyok;Bae, Jin-Woo;Choi, Jong-Soo;Choi, Byeong-Ho
    • 한국정보디스플레이학회:학술대회논문집
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    • 2007.08b
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    • pp.1504-1507
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    • 2007
  • Depth data for is very important data for 3D display. Disparity and depth data makes users to feel 3D effect. We used stereo camera to measure depth and made fast algorithm to get in real time. This vision system can be substituted for expensive laser system.

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Stereo Matching Algorithm Based on Line Constraint and Reliability Space (신뢰도 공간과 선형 제어를 통한 스테레오 정합 기법)

  • An, Xiao-Wei;Han, Young-Joon;Hahn, Hern-Soo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2011.01a
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    • pp.59-62
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    • 2011
  • A new method is proposed for stereo vision where solution to disparity map is presented in terms of Line constraint and Reliability space -- the first constraint proposes a progressive framework for stereo matching which applies local area pixel-values from corresponding lines in the left and right image pairs. The second states that reliability space based on corresponding points records the disparity and then we are able to apply the median filter in order to reduce the noises which occur in the process. A coarse to fine result is presented after the median filtering, which improves the final result qualitatively. Experiment is evaluated by rectified stereo matching images pairs from Middlebury datasets and has proved that those two adopted strategies yield good matching quantitative results in terms of fast running speed.

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A Study on the Real-Time Map Building of Mobile Robot Using Stereo Came (스테레오 비전을 이용한 이동로봇의 실시간 지도 작성을 위한 연구)

  • Sung, Yong-Won;Kim, Tae-Min;Lee, Min-Ki;Yoon, Tae-Sung
    • Proceedings of the KIEE Conference
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    • 2001.07d
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    • pp.2729-2731
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    • 2001
  • In this paper, we studied on the real-time environment map building for the mobile robot navigation using the stereo camera system. Distance measurement are necessary to build the environment map. We used a area-based stereo matching for the distance measurement with the stereo camera system. To reduce the computation time, we used DSP processor on the vision board, took a suitable area size for stereo matching, and used hierarchical search method. Using the fast acquired distance values, the environment map was built.

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Vision System for Precision Dimensional Inspection of Bicycle Frames (자전거프레임 형상 정밀측정을 위한 비젼 시스템)

  • 여인재;박희재
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.04b
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    • pp.389-395
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    • 1995
  • The bicycle production process mainly consists of welding process of pipes and its quality is determined by geometrical symmetry of arrangement of welded pipes. Hence, manual quality control of bicycle frames was very ineffecient and required much time in dimensional inspection and does not reserve high precision. In this paper we introduce a method of fast and accurate dimensional inspection of bicycle frame, using the Stereo Vision system and related some image processing techniques.

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3-D Positioning Using Stereo Vision and Guide-Mark Pattern For A Quadruped Walking Robot (스테레오 시각 정보를 이용한 4각보행 로보트의 3차원 위치 및 자세 검출)

  • ;;;Zeungnam Bien
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.8
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    • pp.1188-1200
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    • 1990
  • In this paper, the 3-D positioning problem for a quadruped walking robot is investigated. In order to determine the robot's exterior position and orentation in a worls coordinate system, a stereo 3-D positioning algorithm is proposed. The proposed algorithm uses a Guide-Mark Pattern (GMP) specialy designed for fast and reliable extraction of 3-D robot position information from the uncontrolled working environment. Some experimental results along with error analysis and several means of reducing the effects of vision processing error in the proposed algorithm are disscussed.

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Restoration of Realtime Three-Dimension Positions Using PSD Sensor (PSD센서를 이용한 실시간 3차원 위치의 복원)

  • Choi, Hun-Il;Jo, Yong-Jun;Ryu, Young-Kee
    • Proceedings of the KIEE Conference
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    • 2003.11c
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    • pp.507-510
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    • 2003
  • In this paper, optical sensor system using PSD(Position Sensitive Detection) is proposed to obtain the three dimensional position of moving markers attached to human body. To find the coordinates of an moving marrer with stereo vision system, two different sight rays of an moving marker are required. Usually, those are acquired with two optical sensors synchronized at the same time. PSD sensor is used to measure the position of an incidence light in real-time. To get the three-dimension position of light source on moving markers, a conventional camera calibration method are used. In this research, we realized a low cost motion capture system. The proposed system shows high three-dimension measurement accuracy and fast sampling frequency.

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A Fast SAD Algorithm for Area-based Stereo Matching Methods (영역기반 스테레오 영상 정합을 위한 고속 SAD 알고리즘)

  • Lee, Woo-Young;Kim, Cheong Ghil
    • Journal of Satellite, Information and Communications
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    • v.7 no.2
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    • pp.8-12
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    • 2012
  • Area-based stereo matchng algorithms are widely used for image analysis for stereo vision. SAD (Sum of Absolute Difference) algorithm is one of well known area-based stereo matchng algorithms with the characteristics of data intensive computing application. Therefore, it requires very high computation capabilities and its processing speed becomes very slow with software realization. This paper proposes a fast SAD algorithm utilizing SSE (Streaming SIMD Extensions) instructions based on SIMD (Single Instruction Multiple Data) parallism. CPU supporing SSE instructions has 16 XMM registers with 128 bits. For the performance evaluation of the proposed scheme, we compare the processing speed between SAD with/without SSE instructions. The proposed scheme achieves four times performance improvement over the general SAD, which shows the possibility of the software realization of real time SAD algorithm.

Head Pose Estimation by using Morphological Property of Disparity Map

  • Jun, Se-Woong;Park, Sung-Kee;Lee, Moon-Key
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.735-739
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    • 2005
  • This paper presents a new system to estimate the head pose of human in interactive indoor environment that has dynamic illumination change and large working space. The main idea of this system is to suggest a new morphological feature for estimating head angle from stereo disparity map. When a disparity map is obtained from stereo camera, the matching confidence value can be derived by measurements of correlation of the stereo images. Applying a threshold to the confidence value, we also obtain the specific morphology of the disparity map. Therefore, we can obtain the morphological shape of disparity map. Through the analysis of this morphological property, the head pose can be estimated. It is simple and fast algorithm in comparison with other algorithm which apply facial template, 2D, 3D models and optical flow method. Our system can automatically segment and estimate head pose in a wide range of head motion without manual initialization like other optical flow system. As the result of experiments, we obtained the reliable head orientation data under the real-time performance.

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Effectual Method FOR 3D Rebuilding From Diverse Images

  • Leung, Carlos Wai Yin;Hons, B.E.
    • 한국정보컨버전스학회:학술대회논문집
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    • 2008.06a
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    • pp.145-150
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    • 2008
  • This thesis explores the problem of reconstructing a three-dimensional(3D) scene given a set of images or image sequences of the scene. It describes efficient methods for the 3D reconstruction of static and dynamic scenes from stereo images, stereo image sequences, and images captured from multiple viewpoints. Novel methods for image-based and volumetric modelling approaches to 3D reconstruction are presented, with an emphasis on the development of efficient algorithm which produce high quality and accurate reconstructions. For image-based 3D reconstruction a novel energy minimisation scheme, Iterated Dynamic Programming, is presented for the efficient computation of strong local minima of discontinuity preserving energyy functions. Coupled with a novel morphological decomposition method and subregioning schemes for the efficient computation of a narrowband matching cost volume. the minimisation framework is applied to solve problems in stereo matching, stereo-temporal reconstruction, motion estimation, 2D image registration and 3D image registration. This thesis establishes Iterated Dynamic Programming as an efficient and effective energy minimisation scheme suitable for computer vision problems which involve finding correspondences across images. For 3D reconstruction from multiple view images with arbitrary camera placement, a novel volumetric modelling technique, Embedded Voxel Colouring, is presented that efficiently embeds all reconstructions of a 3D scene into a single output in a single scan of the volumetric space under exact visibility. An adaptive thresholding framework is also introduced for the computation of the optimal set of thresholds to obtain high quality 3D reconstructions. This thesis establishes the Embedded Voxel Colouring framework as a fast, efficient and effective method for 3D reconstruction from multiple view images.

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Development of 3Dimensional Inspection system for Bicycle frame using CCD Camera (자전거 프레임 형상 검사를 위한 비젼을 이용한 3차원 측정시스템의 개발)

  • 여인재;박희재;박춘열
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1994.10a
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    • pp.492-498
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    • 1994
  • The bicycle production process mainly consists of welding process of pipes and its quality is determined by geometrical symmetry of arrangement of welded pipes. Hence, manual quality control of bicycle frames was very inefficient and required much time in dimentional inspection and does not reserve high precision. In this paper we introduce a method of fast and accurate dimensional inspection of bicycle frame using the Stereo Vision system and related some image processing techniques.

  • PDF