First results for 3D image segmentation with topological map

被引：0

作者：

Dupas, Alexandre ^{[1
]}

Damiand, Guillaume ^{[2
]}

机构：

[1] Univ Poitiers, SIC XLIM, UMR CNRS 6172, Batiment SP2MI, F-86962 Futuroscope, France

[2] Univ Bordeaux 1, UMR CNRS 5800, LaBRI, F-33405 Talence, France

来源：

DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS | 2008年 / 4992卷

关键词：

topological model; 3D image segmentation; intervoxel boundaries; combinatorial maps;

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：

This paper presents the first segmentation operation defined within the 3D topological map framework. Firstly we show how a traditional segmentation algorithm, found in the literature, can be transposed on a 3D image represented by a topological map. We show the consistency of the results despite of the modifications made to the segmentation algorithm and we study the complexity of the operation. Lastly, we present some experimental results made on 3D medical images. These results show the process duration of this method and validate the interest to use 3D topological map in the context of image processing.

引用

页码：507 / +

页数：3

共 50 条

[1] Comparison and convergence of two topological models for 3D image segmentation
Braquelaire, A
Damiand, G
Domenger, JP
Vidil, F
[J]. GRAPH BASED REPRESENTATIONS IN PATTERN RECOGNITION, PROCEEDINGS, 2003, 2726 : 59 - 70
[2] Static 3D Map Reconstruction based on Image Semantic Segmentation
Li, Feiran
Ding, Ming
Takamatsu, Jun
Ogasawara, Tsukasa
[J]. 2018 15TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS (UR), 2018, : 583 - 585
[3] Generalized map pyramid for multi-level 3D image segmentation
Grasset-Simon, Carine
Damiand, Guillaume
[J]. DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS, 2006, 4245 : 530 - 541
[4] Topological filtering for 3D microstructure segmentation
Patel, Anand, V
Hou, Tao
Beltran Rodriguez, Juan D.
Dey, Tamal K.
Birnie, Dunbar P.
[J]. COMPUTATIONAL MATERIALS SCIENCE, 2022, 202
[5] An algorithm for 3D image segmentation
Zhi, Ding
Dong Yu-ning
[J]. PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS, 2007, : 383 - +
[6] 3D image topological structuring with an oriented boundary graph for split and merge segmentation
Baldacci, Fabien
Braquelaire, Achille
Desbarats, Pascal
Domenger, Jean-Philippe
[J]. DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS, 2008, 4992 : 541 - 552
[7] Split-and-merge algorithms defined on topological maps for 3D image segmentation
Damiand, G
Resch, P
[J]. GRAPHICAL MODELS, 2003, 65 (1-3) : 149 - 167
[8] Using 2D topological map information in a Markovian image segmentation
Damiand, G
Alata, O
Bihoreau, C
[J]. DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS, 2003, 2886 : 288 - 297
[9] 3D Region Segmentation Using Topological Persistence
Beksi, William J.
Papanikolopoulos, Nikolaos
[J]. 2016 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2016), 2016, : 1079 - 1084
[10] Sphere-Graph: A Compact 3D Topological Map for Robotic Navigation and Segmentation of Complex Environments
Spencer, Meryl
Sawtell, Reid
Kitchen, Sarah
[J]. IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (03) : 2567 - 2574

← 1 2 3 4 5 →