A 3D reconstruction algorithm based on 3D deformable atlas

被引:0
|
作者
Zhu, Y [1 ]
Belkasim, S [1 ]
机构
[1] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Reconstructing 3D models from 2D images is an important problem in visualization, particularly in medical and biological visualization. We present a new algorithm for 3D model reconstruction from 2D-images. In our approach, a 3D atlas is deformed to fit the feature data set in the target images. Compared with existing 3D reconstruction techniques, our approach is more efficient and easier to control. The resultant model has good inherent connectivity and smoothness. The resolution of the final model is determined by the resolution of reference model rather than the dataset. The model generates highly detailed view with a limited number of images. This algorithm has been successfully applied to medical simulation.
引用
收藏
页码:607 / 612
页数:6
相关论文
共 50 条
  • [31] A Stereo Matching based 3D Face Reconstruction Algorithm
    Fu, Youcheng
    Da, Feipeng
    [J]. PROCEEDINGS OF THE 2008 CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR 2008), 2008, : 256 - 261
  • [32] A 3D Reconstruction Algorithm for Superparamagnetic Relaxometry
    Loupot, S.
    Fuentes, D.
    Stefan, W.
    Sovizi, J.
    Mathieu, K.
    Hazle, J.
    [J]. MEDICAL PHYSICS, 2017, 44 (06) : 3289 - 3289
  • [33] The Recursive Segment 3D Reconstruction Algorithm
    Mesko, Matej
    Krsak, Emil
    Hrkut, Patrik
    [J]. 2013 FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS (CICSYN), 2013, : 261 - 264
  • [34] An improved KinectFusion 3D reconstruction algorithm
    State Key Lab of Mechanical System and Vibration, Research Institute of Robotics, Shanghai Jiao Tong University, Shanghai 200240, China
    [J]. Jiqiren, 2 (129-136):
  • [35] A phase unwrapping algorithm for 3D reconstruction
    Zhang, H.
    Su, H.
    Su, X. Y.
    [J]. SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 2, PROCEEDINGS, 2007, : 611 - +
  • [36] 3D reconstruction based on a hybrid disparity estimation algorithm
    Huang, Xiaodong
    Dubois, Eric
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 1025 - +
  • [37] 3D reconstruction based on a complex constrain matching algorithm
    Li, Qiongyan
    Ma, Feng
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND PATTERN RECOGNITION IN INDUSTRIAL ENGINEERING, 2010, 7820
  • [38] 3D scene reconstruction based on improved ICP algorithm
    Wu, Peng
    Li, Wei
    Yan, Ming
    [J]. MICROPROCESSORS AND MICROSYSTEMS, 2020, 75
  • [39] 3D FACE MODEL RECONSTRUCTION BASED ON STRETCHING ALGORITHM
    Zhang, Qinyan
    Shi, Li
    [J]. 2012 IEEE 2nd International Conference on Cloud Computing and Intelligent Systems (CCIS) Vols 1-3, 2012, : 197 - 200
  • [40] Disparity-based 3D face modeling using 3D deformable facial mask for 3D face recognition
    Ansari, A-Nasser
    Abdel-Mottaleb, Mohamed
    Mahoor, Mohammad H.
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO - ICME 2006, VOLS 1-5, PROCEEDINGS, 2006, : 981 - +