Fast 3D model acquisition from stereo images

被引:3
|
作者
Morency, LP [1 ]
Rahimi, A [1 ]
Darrell, T [1 ]
机构
[1] MIT, AI Lab, Cambridge, MA 02139 USA
关键词
D O I
10.1109/TDPVT.2002.1024057
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a fast 3D model acquisition system that aligns intensity, and depth images, and reconstructs a textured 3D mesh. 3D views are registered with shape alignment based on intensity gradient constraints and a global registration algorithm. We reconstruct the 3D model using a new Cubic Ray, Projection merging algorithm which takes advantage of a novel data structure: the linked voxel space. Finally, we present experiments to test the accuracy of our approach on 3D face modeling using real-time stereo images.
引用
收藏
页码:172 / 176
页数:5
相关论文
共 50 条
  • [1] Fast 3D Scene Alignment with Stereo Images using a Stixel-based 3D Model
    van de Wouw, Dennis W. J. M.
    Sanberg, Willem P.
    Dubbelman, Gijs
    de With, Peter H. N.
    [J]. VISAPP: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 4: VISAPP, 2018, : 250 - 259
  • [2] Inexpensive construction of a 3D face model from stereo images
    Hossain, M. Shahriar
    Akbar, Monika
    Starkey, J. Denbigh
    [J]. PROCEEDINGS OF 10TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT 2007), 2007, : 196 - 201
  • [3] Fast omnidirectional 3D scene acquisition with an array of stereo cameras
    Zhu, Jiajun
    Humphreys, Greg
    Koller, David
    Steuart, Skip
    Wang, Rui
    [J]. 3DIM 2007: SIXTH INTERNATIONAL CONFERENCE ON 3-D DIGITAL IMAGING AND MODELING, PROCEEDINGS, 2007, : 217 - +
  • [4] Robust stereo for 3D acquisition
    Menard, C
    [J]. THREE-DIMENSIONAL IMAGE CAPTURE, 1997, 3023 : 180 - 190
  • [5] Fast 3D modeling from images
    Xia, Dan
    Yang, Fei
    Li, Qingguang
    [J]. OPTIK, 2013, 124 (20): : 4621 - 4626
  • [6] A Framework for 3D Model Acquisition from Multi-View Images
    Duan, Chunmei
    [J]. PROCEEDINGS OF 2013 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT INFORMATION PROCESSING, 2013, 256 : 395 - 402
  • [7] Creation of a Depth Map from Stereo Images of Faces for 3D Model Reconstruction
    Krutikova, Olga
    Sisojevs, Aleksandrs
    Kovalovs, Mihails
    [J]. ICTE 2016, 2017, 104 : 452 - 459
  • [8] Toward 3D object reconstruction from stereo images
    Xie, Haozhe
    Yao, Hongxun
    Zhou, Shangchen
    Zhang, Shengping
    Tong, Xiaojun
    Sun, Wenxiu
    [J]. NEUROCOMPUTING, 2021, 463 : 444 - 453
  • [9] Improved 3D face reconstruction from stereo images
    Yu, Jian
    Da, Feipeng
    [J]. SIXTH INTERNATIONAL CONFERENCE ON OPTICAL AND PHOTONIC ENGINEERING (ICOPEN 2018), 2018, 10827
  • [10] Computation of 3D Coordinates from Stereo Images with RPCs
    Kim, Kwang-Eun
    [J]. KOREAN JOURNAL OF REMOTE SENSING, 2005, 21 (02) : 135 - 143