SEGMENTATION OF 3D DYNAMIC MESHES BASED ON REEB GRAPH APPROACH

被引:0
作者
Hachani, M. [1 ]
Zaid, A. Ouled [1 ]
Puech, W. [2 ]
机构
[1] Natl Engn Sch Tunis, Commun Syst Lab, BP 37 Belvedere, Tunis 1002, Tunisia
[2] Univ Montpellier, LIRMM UMR CNRS 5506, F-34392 Montpellier, France
来源
2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2014年
关键词
3D dynamic meshes; segmentation; Reeb graph; heat diffusion; curvature information;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a new segmentation approach, for 3D dynamic meshes, based upon ideas from Morse theory and Reeb graphs. The segmentation process is performed using topological analysis of smooth functions defined on 3D mesh surface. The main idea is to detect critical nodes located on the mobile and immobile parts. Particularly, we define a new continuous scalar function, used for Reeb graph construction. This function is based on the heat diffusion properties. Clusters are obtained according to the values of scalar function while adding a refinement step. The latter is based on curvature information in order to adjust segmentation boundaries. Experimental results performed on 3D dynamic articulated meshes demonstrate the high accuracy and stability under topology changes and various perturbations through time.
引用
收藏
页码:2175 / 2179
页数:5
相关论文
共 50 条
  • [31] Progressive matching based on segmentation for 3D reconstruction
    Ma, YZ
    Liu, WJ
    FIFTH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - PROCEEDINGS, 2005, : 575 - 579
  • [32] Automatic generation of dynamic 3D models for medical segmentation tasks
    Dornheim, Lars
    Dornheim, Jana
    Toennies, Klaus D.
    MEDICAL IMAGING 2006: IMAGE PROCESSING, PTS 1-3, 2006, 6144
  • [33] SEMI SUPERVISED SEGMENTATION AND GRAPH-BASED TRACKING OF 3D NUCLEI IN TIME-LAPSE MICROSCOPY
    Shailja, S.
    Jiang, Jiaxiang
    Manjunath, B. S.
    2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2021, : 385 - 389
  • [34] A Novel Part-Salience-Based Approach to Fast Iterative 3D Mesh Segmentation
    Chen, Hung-Kuang
    He, Yu-Dai
    2016 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C), 2016, : 311 - 314
  • [35] 3D Point Cloud Classification Method Based on Multiple Attention Mechanism and Dynamic Graph Convolution
    Zhang, Yu
    Wang, Zilong
    Zhu, Yongjian
    INFORMATION TECHNOLOGY AND CONTROL, 2023, 52 (03): : 605 - 616
  • [36] A combined topological and statistical approach for interactive segmentation of 3D images
    Paulhac, Ludovic
    Ramel, Jean-Yves
    Makris, Pascal
    MACHINE VISION AND APPLICATIONS, 2013, 24 (06) : 1239 - 1253
  • [37] Segmentation Based Classification of 3D Urban Point Clouds: A Super-Voxel Based Approach with Evaluation
    Aijazi, Ahmad Kamal
    Checchin, Paul
    Trassoudaine, Laurent
    REMOTE SENSING, 2013, 5 (04) : 1624 - 1650
  • [38] A combined topological and statistical approach for interactive segmentation of 3D images
    Ludovic Paulhac
    Jean-Yves Ramel
    Pascal Makris
    Machine Vision and Applications, 2013, 24 : 1239 - 1253
  • [39] Soft computing approach to 3D lung nodule segmentation in CT
    Badura, P.
    Pietka, E.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2014, 53 : 230 - 243
  • [40] Segmentation for Multiple Sclerosis Lesions Based on 3D Volume Enhancement and 3D Alpha Matting
    Zeng, Ziming
    Zwiggelaar, Reyer
    IMAGE ANALYSIS AND RECOGNITION, 2013, 7950 : 573 - 580