• Title/Summary/Keyword: 3D object tracking

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Applying differential techniques for 2D/3D video conversion to the objects grouped by depth information (2D/3D 동영상 변환을 위한 그룹화된 객체별 깊이 정보의 차등 적용 기법)

  • Han, Sung-Ho;Hong, Yeong-Pyo;Lee, Sang-Hun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.3
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    • pp.1302-1309
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    • 2012
  • In this paper, we propose applying differential techniques for 2D/3D video conversion to the objects grouped by depth information. One of the problems converting 2D images to 3D images using the technique tracking the motion of pixels is that objects not moving between adjacent frames do not give any depth information. This problem can be solved by applying relative height cue only to the objects which have no moving information between frames, after the process of splitting the background and objects and extracting depth information using motion vectors between objects. Using this technique all the background and object can have their own depth information. This proposed method is used to generate depth map to generate 3D images using DIBR(Depth Image Based Rendering) and verified that the objects which have no movement between frames also had depth information.

Rapid Local Modeling in Construction Automation

  • Kwon Soon-Wook
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.173-179
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    • 2003
  • Techniques to rapidly model local spaces, using 3D range data can enable implementation of: (1) real-time obstacle avoidance for improved safety, (2) advanced automated equipment control modes, and (3) as-built data acquisition for improved quantity tracking, engineering, and project control systems. The objective of the research reported here was to introduce current rapid local modeling techniques and develop rapid local spatial modeling tools.

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Human-Tracking Behavior of Mobile Robot Using Multi-Camera System in a Networked ISpace (공간지능화에서 다중카메라를 이용한 이동로봇의 인간추적행위)

  • Jin, Tae-Seok;Hashimoto, Hideki
    • The Journal of Korea Robotics Society
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    • v.2 no.4
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    • pp.310-316
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    • 2007
  • The paper proposes a human-following behavior of mobile robot and an intelligent space (ISpace) is used in order to achieve these goals. An ISpace is a 3-D environment in which many sensors and intelligent devices are distributed. Mobile robots exist in this space as physical agents providing humans with services. A mobile robot is controlled to track a walking human using distributed intelligent sensors as stably and precisely as possible. The moving objects is assumed to be a point-object and projected onto an image plane to form a geometrical constraint equation that provides position data of the object based on the kinematics of the intelligent space. Uncertainties in the position estimation caused by the point-object assumption are compensated using the Kalman filter. To generate the shortest time trajectory to track the walking human, the linear and angular velocities are estimated and utilized. The computer simulation and experimental results of estimating and trackinging of the walking human with the mobile robot are presented.

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IR signature modeling using an equivalent thermal circuit (등가 열회로를 이용한 물체의 적외선 특성 모델링)

  • 홍현기;한성현;홍경표;최종수
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.35S no.1
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    • pp.122-129
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    • 1998
  • For generation and analysis of the multi-sensory image, we propose a new three dimensional (3D) modeling method considering an iternal heat source. We represent the heat conduction process within th object as an equivalent thermal circuit. Therefore, without a complex computation, our modeling approach can obtain thermal features of the object. By using the faceted model, the proposed method can express the accurate visual signatures of the object. Comparing the estimates datum with the obtained surface temperatures, we have demonstrated that the proposed method can provide a precise thermal features. The thermal images by out model is applicable to simulate a tracking loop of an IR missile.

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Real-Time Face Tracking Algorithm Robust to illumination Variations (조명 변화에 강인한 실시간 얼굴 추적 알고리즘)

  • Lee, Yong-Beom;You, Bum-Jae;Lee, Seong-Whan;Kim, Kwang-Bae
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.3037-3040
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    • 2000
  • Real-Time object tracking has emerged as an important component in several application areas including machine vision. surveillance. Human-Computer Interaction. image-based control. and so on. And there has been developed various algorithms for a long time. But in many cases. they have showed limited results under uncontrolled situation such as illumination changes or cluttered background. In this paper. we present a novel. computationally efficient algorithm for tracking human face robustly under illumination changes and cluttered backgrounds. Previous algorithms usually defines color model as a 2D membership function in a color space without consideration for illumination changes. Our new algorithm developed here. however. constructs a 3D color model by analysing plenty of images acquired under various illumination conditions. The algorithm described is applied to a mobile head-eye robot and experimented under various uncontrolled environments. It can track an human face more than 100 frames per second excluding image acquisition time.

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A Hand Gesture Recognition System using 3D Tracking Volume Restriction Technique (3차원 추적영역 제한 기법을 이용한 손 동작 인식 시스템)

  • Kim, Kyung-Ho;Jung, Da-Un;Lee, Seok-Han;Choi, Jong-Soo
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.6
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    • pp.201-211
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    • 2013
  • In this paper, we propose a hand tracking and gesture recognition system. Our system employs a depth capture device to obtain 3D geometric information of user's bare hand. In particular, we build a flexible tracking volume and restrict the hand tracking area, so that we can avoid diverse problems caused by conventional object detection/tracking systems. The proposed system computes running average of the hand position, and tracking volume is actively adjusted according to the statistical information that is computed on the basis of uncertainty of the user's hand motion in the 3D space. Once the position of user's hand is obtained, then the system attempts to detect stretched fingers to recognize finger gesture of the user's hand. In order to test the proposed framework, we built a NUI system using the proposed technique, and verified that our system presents very stable performance even in the case that multiple objects exist simultaneously in the crowded environment, as well as in the situation that the scene is occluded temporarily. We also verified that our system ensures running speed of 24-30 frames per second throughout the experiments.

Design of Mobile Application for Learning Chemistry using Augmented Reality

  • Kim, Jin-Woong;Hur, Jee-Sic;Ha, Min Woo;Kim, Soo Kyun
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.9
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    • pp.139-147
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    • 2022
  • The goal of this study is to develop a mobile application so that a person who is new to chemistry can easily acquire the knowledge necessary for chemical structure learning using image tracking technology. The point of this study is to provide a new chemical structure learning experience by recognizing a two-dimensional picture, augmenting the chemical structure into a three-dimensional object, showing it on the user's screen, and using a service that simultaneously provides related information in multiple fields. characteristic. Login API and real-time database technology were used for safe and real-time data management, and an application was developed using image tracking technology for image recognition and 3D object augmentation service. In the future, we plan to use the chemical structure data library to efficiently load and output data.

Explosion Casting: An Efficient Selection Method for Overlapped Virtual Objects in Immersive Virtual Environments (몰입 가상현실 환경에서 겹쳐진 가상객체들의 효율적인 선택을 위한 펼침 시각화를 통한 객체 선택 방법)

  • Oh, JuYoung;Lee, Jun
    • The Journal of the Korea Contents Association
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    • v.18 no.3
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    • pp.11-18
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    • 2018
  • To interact with a virtual object in immersive virtual environment, the target object should be selected quickly and accurately. Conventional 3D ray casting method using a direction of user's hand or head allows the user to select an object quickly. However, accuracy problem occurs when selecting an object using conventional methods among occlusion of objects. In this paper, we propose a region of interest based selection method that enables to select an object among occlusion of objects using a combination of gaze tracking and hand gesture recognition. When a user looks at a group of occlusion of objects, the proposed method recognizes user's gaze input, and then region of interest is set by gaze input. If the user wants to select an object among them, the user gives an activation hand gesture. Then, the proposed system relocates and visualizes all objects on a virtual active window. The user can select an object by a selecting hand gesture. Our experiment verified that the user can select an object correctly and accurately.

Development of a 3D Motion Capture System with Monocular PSD Camera and Two Active Markers (단안 PSD카메라와 두 능동마커를 이용한 3차원 모션인식 시스템 개발)

  • Seo, Pyeong-Won;Ryu, Young-Kee;O, Chun-Seok
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.1025-1026
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    • 2008
  • This paper describes a monocular PSD-based motion capture sensor to employ with commercial video game systems such as Microsoft's XBOX and Sony's Playstation II. The system includes a PSD(Position Sensitive Detector) and active infrared (IR) LED markers that are placed on the object to be tracked. The micro-controller calculates the 3D position of the markers using only the measured intensity and the 2D position on the PSD. A series of experiments were performed to evaluate the performance of our prototype system. From the experimental results we see that the proposed system has the advantages of the compact size, the low cost, the easy installation, and the high frame rates to be suitable for high speed motion tracking in games.

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Object Contour Tracking using Snake in Stereo Image Sequences (스테레오 영상 시퀀스에서 스네이크를 이용한 객체 윤곽 추적 알고리즘)

  • Shin-Hyoung Kim;Jong-Whan Jang
    • The Journal of Engineering Research
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    • v.6 no.2
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    • pp.109-117
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    • 2004
  • In this paper, we propose an object contour tracking algorithm using snakes in stereo image sequences. The proposed technique is composed of two steps. In the first step, the candidate Snake points are determined from the motion information in 3-D disparity space. In the second step, the energy of Snake function is calculated to check whether the candidate Snake points converge to the edges of the interested objects. The energy of Snake function is calculated from the candidate Snake points using the disparity information obtained by patch matching. The performance of the proposed technique is evaluated by applying it to various sample images. Results prove that the proposed technique can track the edges of objects of interest in the stereo image sequences even in the cases of complicated background images or additive components.

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