Implementation of 3D Object Reconstruction using a Pair of Kinect Cameras

被引：0
|
作者：
Shin, Dong-Won [1 ]
Ho, Yo-Sung [1 ]
机构：
[1] Gwangju Inst Sci & Technol, Sch Informat & Commun, Gwangju, South Korea
来源：
2014 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA) | 2014年
关键词：
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this paper, we propose a process of 3D object reconstruction using a pair of Kinect cameras. After we refine raw depth images from two Kinect cameras using a joint bilateral filter, we find intrinsic and extrinsic parameters by camera calibration. Then, we apply 3D warping to obtain a point cloud model in the 3D space and acquire a smooth surface model of the 3D object. In order to accelerate a processing speed, we employ a CUDA framework for GPU parallel processing. We reconstruct depth data in the integrated 3D space and obtain a 3D object model at 5 fps.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Recognition of 3D object using Kinect
    Aigerim, Sagandykova
    Askhat, Askarbekuly
    Yedilkhan, Amirgaliyev
    2015 9TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2015, : 341 - 346
  • [2] Implementation of 3D Object Reconstruction using Radon Transform
    Sobani, Siti Syazalina Mohd
    Daud, Siti Asmah
    Mahmood, Nasrul Humaimi
    2013 FIRST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, MODELLING AND SIMULATION (AIMS 2013), 2013, : 284 - 288
  • [3] 3D scene reconstruction using Kinect
    Morana, M. (marco.morana@unipa.it), 1600, Springer Verlag (260):
  • [4] 3D Object Reconstruction Using Sequentially Activated Multiple Depth Cameras
    Tuncer, Esra
    Gumustekin, Sevket
    2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [5] 3D Reconstruction of Long Bone using Kinect
    Imaromkul, Thanandon
    Dendee, Wiphada
    Chokewiwattana, Sarocha
    Kusakunniran, Worapan
    2018 10TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SMART TECHNOLOGY (KST 2018) - CYBERNETICS IN THE NEXT DECADES, 2018, : 129 - 133
  • [6] 3D Object Reconstruction Using Concatenated Matrices with MS Kinect: A Contribution to Interiors Architecture
    Buele, Jorge
    Varela-Aldas, Jose
    Castellanos, Esteban X.
    Jadan-Guerrero, Janio
    Barberan, Jeneffer
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2020, PT VI, 2020, 12254 : 682 - 697
  • [7] 3D object reconstruction using multiple Kinect sensors and initial estimation of sensor parameters
    Ruchay, Alexey
    Dorofeev, Konstantin
    Kober, Anastasia
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XLI, 2018, 10752
  • [8] 3D RECONSTRUCTION BASED ON KINECT
    Li, Lu
    Miao, Zhenjiang
    Liang, Mangui
    2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1247 - 1250
  • [9] FUSION OF INFORMATION FROM MULTIPLE KINECT SENSORS FOR 3D OBJECT RECONSTRUCTION
    Ruchay, A. N.
    Dorofeev, K. A.
    Kolpakov, V. I.
    COMPUTER OPTICS, 2018, 42 (05) : 898 - 903
  • [10] Colored 3D surface reconstruction using Kinect sensor
    郭连朋
    陈向宁
    陈颖
    刘彬
    Optoelectronics Letters, 2015, 11 (02) : 153 - 156
12345