we give a global overview of the state of the art of skeletonization in the digital topology framework (also called, sometimes, voxel framework), at the time when this thesis was written. We talk about skeleton computation, skeleton analysis and preservation of the visual aspect (medial axes ,
The local change of scale method for modelling flow in natural porous media (I): Numerical tools, Advances in Water Resources, vol.17, issue.6, pp.337-351, 1994. ,
DOI : 10.1016/0309-1708(94)90010-8
Stability and computation of the medial axis ? a state-of-the-art report, Mathematical Foundations of Scientific Visualization, Computer Graphics, and Massive Data Exploration, pp.1-19, 2009. ,
Shape representation using a generalized potential field model, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.2, pp.169-176, 1997. ,
DOI : 10.1109/34.574801
Constructing iso-surfaces satisfying the Delaunay constraint. Application to the skeleton computation, Proceedings 10th International Conference on Image Analysis and Processing, pp.382-387, 1999. ,
DOI : 10.1109/ICIAP.1999.797625
Delaunay conforming iso-surface, skeleton??extraction and noise removal, Computational Geometry, vol.19, issue.2-3, pp.175-189, 2001. ,
DOI : 10.1016/S0925-7721(01)00019-0
URL : http://doi.org/10.1016/s0925-7721(01)00019-0
Modelling noise for a better simplification of skeletons, ICIP 1996: Proceedings of the 3rd IEEE International Conference on Image Processing (ICIP), pp.13-16, 1996. ,
Computing and Simplifying 2D and 3D Continuous Skeletons, Computer Vision and Image Understanding, vol.67, issue.3, pp.261-273, 1997. ,
DOI : 10.1006/cviu.1997.0536
Pattern thinning by contour tracing, Computer Graphics and Image Processing, vol.17, issue.2, pp.130-144, 1981. ,
DOI : 10.1016/0146-664X(81)90021-6
Medial Lines and Figure Analysis, ICPR 1980: Proceedings of the 5th International Conference on Pattern Recognition, pp.1016-1018, 1980. ,
A thinning algorithm based on prominence detection, Pattern Recognition, vol.13, issue.3, pp.225-235, 1981. ,
DOI : 10.1016/0031-3203(81)90099-6
A preprocessing algorithm for hand-written character recognition, Pattern Recognition Letters, vol.7, issue.1, pp.13-18, 1984. ,
DOI : 10.1016/0167-8655(88)90039-6
Continuous skeleton computation by Voronoi diagram, CVGIP: Image Understanding, vol.55, issue.3, pp.329-338, 1992. ,
DOI : 10.1016/1049-9660(92)90030-7
A 3D thinning algorithm using subfields, SPIE Proceedings of Conference on Vision Geometry III, pp.113-124, 1994. ,
Three-dimensional parallel thinning algorithms based on critical kernels ,
Réduction d'anisotropie des squelettes en niveaux de gris, RFIA 2002: Proceedings of 13ème Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle, pp.819-828, 2002. ,
A New 3D Parallel Thinning Scheme Based on Critical Kernels, Discrete Geometry for Computer Imagery, pp.580-591, 2006. ,
DOI : 10.1007/11907350_49
URL : https://hal.archives-ouvertes.fr/hal-00622000
Two-Dimensional Parallel Thinning Algorithms Based on Critical Kernels, Journal of Mathematical Imaging and Vision, vol.13, issue.2, pp.35-56, 2008. ,
DOI : 10.1007/s10851-007-0063-0
A note on 3-D simple points and simple-equivalence, Information Processing Letters, vol.109, issue.13, pp.700-704, 2009. ,
DOI : 10.1016/j.ipl.2009.03.002
URL : https://hal.archives-ouvertes.fr/hal-00622395
Graphical data processing research study and experimental investigation, 1965. ,
Dynamics of Fluids in Porous Media, Soil Science, vol.120, issue.2, 1972. ,
DOI : 10.1097/00010694-197508000-00022
Simple points, topological numbers and geodesic neighborhoods in cubic grids, Pattern Recognition Letters, vol.15, issue.10, pp.1003-1011, 1994. ,
DOI : 10.1016/0167-8655(94)90032-9
URL : https://hal.archives-ouvertes.fr/hal-00621999
A parallel thinning algorithm for medial surfaces, Pattern Recognition Letters, vol.16, issue.9, pp.979-986, 1995. ,
DOI : 10.1016/0167-8655(95)00034-E
URL : https://hal.archives-ouvertes.fr/hal-00621995
On P-simple points Comptes Rendus de l'Académie des Sciences, Série Mathématiques, I, issue.321, pp.1077-1084, 1995. ,
Sufficient conditions for 3D parallel thinning algorithms, SPIE Proceedings of Conference on Vision Geometry IV, volume 2573 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, pp.52-60, 1995. ,
URL : https://hal.archives-ouvertes.fr/hal-00621998
A Boolean characterization of three-dimensional simple points, Pattern Recognition Letters, vol.17, issue.2, pp.115-124, 1996. ,
DOI : 10.1016/0167-8655(95)00100-X
URL : https://hal.archives-ouvertes.fr/hal-00621994
On critical kernels Comptes Rendus de l'Académie des Sciences, pp.363-367, 2007. ,
A flexible method for automatic reading of hand written numerals, 1973. ,
Some aspects of the topology of 3-manifolds related to the Poincaré Conjecture, Lectures on Modern Mathematics II, pp.93-128, 1964. ,
An Associative Machine for Dealing with the Visual Field and Some of Its Biological Implications, Biological Prototypes and Synthetic Systems, pp.244-260, 1962. ,
DOI : 10.1007/978-1-4684-1716-6_34
A transformation for extracting new descriptors of shape, Models for the Perception of Speech and Visual Form, pp.362-380, 1967. ,
The morphological approach of segmentation: the watershed transformation, Mathematical Morphology in Image Processing, pp.433-481 ,
A new characterization of three-dimensional simple points, Pattern Recognition Letters, vol.15, issue.2, pp.169-175, 1994. ,
DOI : 10.1016/0167-8655(94)90046-9
URL : https://hal.archives-ouvertes.fr/inria-00615050
Improved Low Complexity Fully Parallel Thinning Algorithm, ICIAP 1999: Proceedings of the 10th International Conference on Image Analysis and Processing, 1999. ,
Strong thinning and polyhedric approximation of the surface of a voxel object, Discrete Applied Mathematics, vol.125, issue.1, pp.93-114, 2003. ,
DOI : 10.1016/S0166-218X(02)00226-3
Generic Initialization for Motion Capture from 3D Shape, Image Analysis and Recognition, pp.306-315, 2010. ,
Computing skeletons in three dimensions, Pattern Recognition, vol.32, issue.7, pp.1225-1236, 1999. ,
DOI : 10.1016/S0031-3203(98)00082-X
Permeability assessment by 3D interdendritic flow simulations on microtomography mappings of Al-Cu alloys. Materials Science and Engineering: A, Structural materials : properties, microstructure and processing, pp.112-120, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00022098
Shape description of three-dimensional images based on medial axis, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205), pp.931-934, 2001. ,
DOI : 10.1109/ICIP.2001.958277
The Euclidean distance transform: finding the local maxima and reconstructing the shape, SCIA 1991: Proceedings of the 7th Scandinavian Conference on Image Analysis, pp.974-981, 1991. ,
Numerical study of the coupled evolution of microgeometry and transport properties of simple 3D porous media, Computational Methods for Fluid Flow and Transport in Porous Media, Theory and Applications of Transport in Porous Media, pp.217-226, 2000. ,
URL : https://hal.archives-ouvertes.fr/hal-00327608
Fast approximate energy minimization via graph cuts, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, issue.11, pp.1222-1239, 2001. ,
DOI : 10.1109/34.969114
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.112.6806
A study of the skeleton of plane figures, 1965. ,
Topological Grayscale Watershed Transformation, Proceedings of SPIE : Vision Geometry V, pp.136-146, 1997. ,
DOI : 10.1117/12.292778
URL : https://hal.archives-ouvertes.fr/hal-00622030
New Characterizations of Simple Points, Minimal Non-simple Sets and P-Simple Points in 2D, 3D and 4D Discrete Spaces, DGCI 2008 : Proceedings of the 14th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.105-116, 2008. ,
DOI : 10.1007/978-3-540-79126-3_11
URL : https://hal.archives-ouvertes.fr/hal-00622026
New Characterizations of Simple Points in 2D, 3D, and 4D Discrete Spaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.31, issue.4, pp.637-648, 2009. ,
DOI : 10.1109/TPAMI.2008.117
URL : https://hal.archives-ouvertes.fr/hal-00622393
Topological operators for grayscale image processing, Journal of Electronic Imaging, vol.10, issue.4, pp.1003-1015, 2001. ,
DOI : 10.1117/1.1408316
URL : https://hal.archives-ouvertes.fr/hal-00622474
Characterizing and Detecting Toric Loops in n-Dimensional Discrete Toric Spaces, DGCI 2008 : Proceedings of the 14th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.129-140, 2008. ,
DOI : 10.1007/978-3-540-79126-3_13
URL : https://hal.archives-ouvertes.fr/hal-00622024
Characterization and Detection of Toric Loops in n-Dimensional Discrete Toric Spaces, Journal of Mathematical Imaging and Vision, vol.1, issue.7, pp.111-124, 2010. ,
DOI : 10.1007/s10851-009-0175-9
URL : https://hal.archives-ouvertes.fr/hal-00622425
Watershed Cuts: Thinnings, Shortest Path Forests, and Topological Watersheds, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.5, pp.925-939, 2010. ,
DOI : 10.1109/TPAMI.2009.71
URL : https://hal.archives-ouvertes.fr/hal-00729346
Surface Thinning in 3D Cubical Complexes, IWCIA 2009: Proceedings of the 13th International Workshop on Combinatorial Image Analysis, pp.135-148, 2009. ,
DOI : 10.1007/978-3-642-10210-3_11
URL : https://hal.archives-ouvertes.fr/hal-00622486
Normal cone approximation and offset shape isotopy, Computational Geometry, vol.42, issue.6-7, pp.566-581, 2009. ,
DOI : 10.1016/j.comgeo.2008.12.002
URL : https://hal.archives-ouvertes.fr/inria-00124825
A Discrete ??-Medial Axis, DGCI 2009 : Proceedings of the 15th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.421-433, 2009. ,
DOI : 10.1007/BFb0038202
URL : https://hal.archives-ouvertes.fr/hal-00622407
Robust skeletonization using the discrete lambda-medial axis, Pattern Recognition Letters, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00622523
Discrete bisector function and Euclidean skeleton in 2D and 3D, Image and Vision Computing, vol.25, issue.10, pp.1543-1556, 2007. ,
DOI : 10.1016/j.imavis.2006.06.020
URL : https://hal.archives-ouvertes.fr/hal-00180616
A modified fast parallel algorithm for thinning digital patterns, Pattern Recognition Letters, vol.7, issue.2, pp.99-106, 1988. ,
DOI : 10.1016/0167-8655(88)90124-9
Systematic approach for designing 2-subcycle and pseudo 1-subcycle parallel thinning algorithms, Pattern Recognition, vol.22, issue.3, pp.267-282, 1989. ,
DOI : 10.1016/0031-3203(89)90075-7
Comments on "A systematic approach for designing 2-subcycle and pseudo 1-subcycle parallel thinning algorithms, Pattern Recognition, vol.25, issue.12, pp.1545-1546, 1992. ,
Adaptive image region-growing, IEEE Transactions on Image Processing, vol.3, issue.6, pp.868-872, 1994. ,
DOI : 10.1109/83.336259
A volumetric method for building complex models from range images, Proceedings of the 23rd annual conference on Computer graphics and interactive techniques , SIGGRAPH '96, pp.303-312, 1996. ,
DOI : 10.1145/237170.237269
The ?????-medial axis???, Graphical Models, vol.67, issue.4, pp.304-331, 2005. ,
DOI : 10.1016/j.gmod.2005.01.002
Optimal Separable Algorithms to Compute the Reverse Euclidean Distance Transformation and Discrete Medial Axis in Arbitrary Dimension, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.3, pp.437-485, 2007. ,
DOI : 10.1109/TPAMI.2007.54
URL : https://hal.archives-ouvertes.fr/hal-00148621
d-Dimensional Reverse Euclidean Distance Transformation and Euclidean Medial Axis Extraction in Optimal Time, 2003. ,
DOI : 10.1007/978-3-540-39966-7_31
URL : https://hal.archives-ouvertes.fr/hal-00185186
Modèles de réseaux, pores, et calculs de perméabilité ,
Note on fifteen 2D parallel thinning algorithms An alternate smoothing and stripping algorithm for thinning digital binary patterns, Signal Processing, vol.11, issue.3, pp.207-222, 1986. ,
A one-pass thinning algorithm and its parallel implementation, Computer Vision, Graphics, and Image Processing, vol.40, issue.1, pp.30-40, 1987. ,
DOI : 10.1016/0734-189X(87)90054-5
Segmentation topologique du neo-cortex cérébral depuis des données IRM, RFIA 2002: Proceedings of 13ème Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle, pp.809-818, 2002. ,
Multi-Label Simple Points Definition for 3D??Images Digital Deformable Model, DGCI 2009 : Proceedings of the 15th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.156-167, 2009. ,
DOI : 10.1023/A:1020874308076
URL : https://hal.archives-ouvertes.fr/hal-00413691
Thinning algorithms on rectangular, hexagonal, and triangular arrays, Communications of the ACM, vol.15, issue.9, pp.827-837, 1972. ,
A modified Hausdorff distance for object matching, ICPR 1994: Proceedings of the 12th International Conference on Pattern Recognition, pp.566-568, 1994. ,
Liver Blood Vessels Extraction by a 3-D Topological Approach, MICCAI 1999: Proceedings of the 2nd International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.1679-1698, 1999. ,
DOI : 10.1007/10704282_11
Thinning algorithms: A critique and a new methodology, Pattern Recognition, vol.14, issue.1-6, pp.53-63, 1981. ,
DOI : 10.1016/0031-3203(81)90045-5
A note on Rutovitz' method for parallel thinning, Pattern Recognition Letters, vol.8, issue.1, pp.35-38, 1988. ,
DOI : 10.1016/0167-8655(88)90021-9
A two-dimensional growth process, Proceedings of the 4th Berkeley Symposium on Mathematical Statistics and Probabilities, pp.223-239, 1961. ,
INVARIANT THINNING, International Journal of Pattern Recognition and Artificial Intelligence, vol.07, issue.05, pp.1115-1144, 1993. ,
DOI : 10.1142/S021800149300056X
Solutio problematis ad geometriam situs pertinentis. Commentarii Academiae Scientiarum Imperialis Petropolitanae, pp.128-140 ,
Application of Surface Topological Segmentation to Seismic Imaging, DGCI 2006 : Proceedings of the 13th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.506-517, 2006. ,
DOI : 10.1007/11907350_43
Airway Tree Segmentation from CT Scans Using Gradient-Guided 3D Region Growing, CIARP 2009: Proceedings of the 14th Iberoamerican Conference on Pattern Recognition, pp.247-254, 2009. ,
Skeletonization by blocks for large 3D datasets: application to brain microcirculation, 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano (IEEE Cat No. 04EX821), pp.89-92, 2004. ,
DOI : 10.1109/ISBI.2004.1398481
Seeded region growing: an extensive and comparative study, Pattern Recognition Letters, vol.26, issue.8, pp.1139-1156, 2005. ,
DOI : 10.1016/j.patrec.2004.10.010
A simple parallel 3D thinning algorithm, [1990] Proceedings. 10th International Conference on Pattern Recognition, pp.188-190, 1990. ,
DOI : 10.1109/ICPR.1990.118087
On the generation of skeletons from discrete Euclidean distance maps, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.18, issue.11, pp.1055-1066, 1996. ,
Parallel thinning with two-subiteration algorithms, Communications of the ACM, vol.32, issue.3, pp.359-373, 1989. ,
DOI : 10.1145/62065.62074
Fast fully parallel thinning algorithms, CVGIP: Image Understanding, vol.55, issue.3, pp.317-328, 1992. ,
DOI : 10.1016/1049-9660(92)90029-3
Minimal non-simple sets in 4D binary images, Graphical Models, vol.65, issue.1-3, pp.112-130, 2003. ,
DOI : 10.1016/S1524-0703(03)00010-9
A formal classification of 3d medial axis points and their local geometry, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.2, pp.238-51, 2004. ,
DOI : 10.1109/TPAMI.2004.1262192
Concrete Mathematics: A Foundation for Computer Science, Computers in Physics, vol.3, issue.5, 1994. ,
DOI : 10.1063/1.4822863
Improved computer chromosome analysis incorporating preprocessing and boundary analysis, Physics in Medicine and Biology, vol.15, issue.3, 1970. ,
DOI : 10.1088/0031-9155/15/3/004
Hexagonal Parallel Pattern Transformations, IEEE Transactions on Computers, vol.18, issue.8, pp.733-740, 1969. ,
Random Walks for Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.28, issue.11, pp.1768-1783, 2006. ,
DOI : 10.1109/TPAMI.2006.233
A pattern adaptive thinning algorithm, Pattern Recognition, vol.20, issue.6, pp.623-637, 1987. ,
DOI : 10.1016/0031-3203(87)90032-X
Fast parallel thinning algorithms: parallel speed and connectivity preservation, Communications of the ACM, vol.32, issue.1, pp.124-131, 1989. ,
DOI : 10.1145/63238.63248
Tests for connectivity preservation for parallel reduction operators, Topology and its Applications, vol.46, issue.3, pp.199-217, 1992. ,
DOI : 10.1016/0166-8641(92)90015-R
URL : http://doi.org/10.1016/0166-8641(92)90015-r
Optimally small operator supports for fully parallel thinning algorithms, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.15, issue.8, pp.828-833, 1993. ,
DOI : 10.1109/34.236245
Algebraic topology, 2002. ,
Linear Skeletons From Square Cupboards, Machine Intelligence, vol.403, 1969. ,
Comparison of thinning algorithms on a parallel processor, Image and Vision Computing, vol.1, issue.3, pp.115-132, 1983. ,
DOI : 10.1016/0262-8856(83)90063-X
A unified linear-time algorithm for computing distance maps, Information Processing Letters, vol.58, issue.3, pp.129-133, 1996. ,
DOI : 10.1016/0020-0190(96)00049-X
Picture Segmentation by a Tree Traversal Algorithm, Journal of the ACM, vol.23, issue.2, pp.368-388, 1976. ,
Euclidean Skeletons of Digital Image and Volume Data in Linear Time by the Integer Medial Axis Transform, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.30, issue.12, pp.2204-2217, 2008. ,
An improved parallel thinning algorithm, Communications of the ACM, vol.30, issue.2, pp.156-160, 1987. ,
DOI : 10.1145/12527.12531
Axe Médian Discret : Propriétés Arithmétiques et Algorithmes, 2009. ,
The truth about Königsberg, Leonhard Euler: Life, Work and Legacy of Studies in the History and Philosophy of Mathematics, pp.409-420, 2007. ,
Algorithm for the initial processing of an ensemble of symbols in the recognition process. Automation and Remote Control, pp.1292-1298, 1974. ,
A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone, Journal of Medical Systems, vol.32, issue.7, pp.1-14, 2010. ,
DOI : 10.1007/s10916-010-9495-y
URL : https://hal.archives-ouvertes.fr/hal-00657652
Computing a family of skeletons of volumetric models for shape description, Computer-Aided Design, vol.39, issue.5, pp.352-360, 2007. ,
DOI : 10.1016/j.cad.2007.02.006
One-pass parallel thinning: analysis, properties, and quantitative evaluation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, issue.11, pp.1129-1140, 1992. ,
DOI : 10.1109/34.166630
RECONSTRUCTABLE PARALLEL THINNING, International Journal of Pattern Recognition and Artificial Intelligence, vol.07, issue.05, pp.1145-1181, 1993. ,
DOI : 10.1142/S0218001493000571
Hole filling in 3D volumetric objects, Pattern Recognition, vol.43, issue.10, pp.3548-3559, 2010. ,
DOI : 10.1016/j.patcog.2010.04.015
URL : https://hal.archives-ouvertes.fr/hal-00622484
Minimal Non-simple Sets in 4-Dimensional Binary Images with (8,80)-Adjacency, IWCIA 2004: Proceedings of the 10th International Workshop on Combinatorial Image Analysis, pp.318-333, 2004. ,
DOI : 10.1007/978-3-540-30503-3_24
A fast algorithm for skeletonizing lines by midline technique, ICSC 1988: Proceedings of the 1st International Computer Science Conference, pp.731-735, 1988. ,
Voxels and Junctions in 3D skeletons, IWCIA 2006: Proceedings of the 11th International Workshop on Combinatorial Image Analysis, pp.34-44, 2006. ,
Problems in the topology of binary digital images, pp.376-385, 1990. ,
An Order???Independent Sequential Thinning Algorithm, IWCIA 2009: Proceedings of the 13th International Workshop on Combinatorial Image Analysis, pp.162-175, 2009. ,
DOI : 10.1007/978-3-642-10210-3_13
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.204.5348
A digital fundamental group. Computers and Graphics, pp.159-166, 1989. ,
Problem of determining whether a parallel reduction operator for n-dimensional binary images always preserves topology, SPIE Proceedings of Conference on Vision Geometry II, volume 2060 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, pp.69-77, 1993. ,
On Topology Preservation in 2-D and 3-D Thinning, International Journal of Pattern Recognition and Artificial Intelligence, vol.9, pp.813-844, 1995. ,
Topology-Preserving Deletion of 1's from 2-, 3-and 4-Dimensional Binary Images, DGCI 1997 : Proceedings of the 7th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.3-18, 1997. ,
Digital topology: introduction and survey, Computer Vision, Graphics, and Image Processing, pp.357-393, 1989. ,
DOI : 10.1016/0734-189x(89)90127-8
Concepts of digital topology, Topology and its Applications, vol.46, issue.3, pp.219-262, 1992. ,
DOI : 10.1016/0166-8641(92)90016-S
Skeletonization via Distance Maps and Level Sets, Computer Vision and Image Understanding, vol.62, issue.3, pp.382-391, 1995. ,
DOI : 10.1006/cviu.1995.1062
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.48.7008
A 3D 12-subiteration thinning algorithm based on P-simple points, Discrete Applied Mathematics, vol.139, issue.1-3, pp.171-195, 2004. ,
DOI : 10.1016/j.dam.2002.11.002
URL : https://hal.archives-ouvertes.fr/hal-00622096
A 3D 6-subiteration curve thinning algorithm based on P-simple points, Discrete Applied Mathematics, vol.151, issue.1-3, pp.198-228, 2005. ,
DOI : 10.1016/j.dam.2005.02.030
URL : https://hal.archives-ouvertes.fr/hal-00622095
A Stochastic Tesselation of Digital Space, ISMM 1994: Proceedings of the 2nd International Symposium on Mathematical Morphology, pp.218-224, 1994. ,
A simple and robust thinning algorithm on cell complexes, Computer Graphics Forum (Proceedings of Pacific Graphics 2010), 2010. ,
Any open bounded subset of R n has the same homotopy type as its medial axis, Proceedings of the 8th ACM Symposium on Solid Modeling Applications, pp.65-75, 2003. ,
Vorstudien zur Topologie Building Skeleton Models via 3-D Medial Surface Axis Thinning Algorithms, Vandenhoeck und Ruprecht CVGIP: Graphical Models and Image Processing, issue.6, pp.56462-478, 1847. ,
Thinning methodologies-a comprehensive survey, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, issue.9, pp.869-885, 1992. ,
DOI : 10.1109/34.161346
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.9365
Contribution à l'analyse topologique des images : Étude d'algorithmes de squelettisation pour images 2D et 3D selon une approche topologie digitale ou topologie discrète, 2001. ,
Detection of the non-topology preservation of Ma???s 3D surface-thinning algorithm, by the use of P-simple points, Pattern Recognition Letters, vol.29, issue.6, pp.822-827, 2008. ,
DOI : 10.1016/j.patrec.2008.01.002
Detection of the non-topology preservation of Ma and Sonka???s algorithm, by the use of P-simple points, Computer Vision and Image Understanding, vol.114, issue.3, pp.384-399, 2010. ,
DOI : 10.1016/j.cviu.2009.10.003
Discrete Deformable Boundaries for the Segmentation of Multidimensional Images, Visual Form 2001 : Proceedings of the 4th International Workshop on Visual Form, pp.542-551, 2001. ,
DOI : 10.1007/3-540-45129-3_50
URL : https://hal.archives-ouvertes.fr/hal-00308203
A comment on ???a fast parallel algorithm for thinning digital patterns???, Communications of the ACM, vol.29, issue.3, pp.239-242, 1986. ,
DOI : 10.1145/5666.5670
On topology preservation in 3D thinning, CVGIP: Image Understanding, vol.59, issue.3, pp.328-339, 1994. ,
DOI : 10.1006/ciun.1994.1023
A 3D fully parallel thinning algorithm for generating medial faces, Pattern Recognition Letters, vol.16, issue.1, pp.83-87, 1995. ,
Parallel Thinning Algorithms on 3D (18, 6) Binary Images, Computer Vision and Image Understanding, vol.80, issue.3, pp.364-378, 2000. ,
DOI : 10.1006/cviu.2000.0879
Homotopy in two-dimensional digital images, Theoretical Computer Science, vol.230, issue.1-2, pp.221-233, 2000. ,
DOI : 10.1016/S0304-3975(98)00347-8
COMPUTING THE FUNDAMENTAL GROUP IN DIGITAL SPACES, International Journal of Pattern Recognition and Artificial Intelligence, vol.15, issue.07, pp.1053-1074, 2001. ,
DOI : 10.1142/S0218001401001325
Insolubility of the problem of homeomorphy, Proceedings of the International Congress of Mathematics of 1958, pp.300-306, 1960. ,
Examples of topological properties of skeletons, pp.217-238, 1988. ,
Algebraic Topology, 1996. ,
Fast characterization of 3D simple points The Hague, The Netherlands, ICPR 1992: Proceedings of the 11th International Conference on Pattern Recognition, pp.232-235, 1992. ,
Topological segmentation of discrete surfaces, International Journal of Computer Vision, vol.17, issue.6, pp.183-197, 1993. ,
DOI : 10.1007/BF01420736
URL : https://hal.archives-ouvertes.fr/inria-00615557
On connectivity issues of ESPTA, Pattern Recognition Letters, vol.11, issue.9, pp.643-648, 1990. ,
DOI : 10.1016/0167-8655(90)90018-W
Optimisation quadratique et géométrique de problèmes de dosimétrie inverse, 1996. ,
Cytologie quantitative et morphologie mathématique, 1979. ,
Determining Whether a Simplicial 3-Complex Collapses to a 1-Complex Is NP-Complete, DGCI 2008 : Proceedings of the 14th IAPR International Conference on ,
DOI : 10.1007/978-3-540-79126-3_17
Euclidean skeletons, Image and Vision Computing, vol.16, issue.5, pp.317-327, 1998. ,
DOI : 10.1016/S0262-8856(97)00074-7
URL : https://hal.archives-ouvertes.fr/inria-00615037
Consistent Positive Directional Splitting of Anisotropic Diffusion, Computer Vision Winter Workshop, 2001. ,
Three-dimensional simple points: serial erosion, parallel thinning and skeletonization, 1981. ,
A Linear Time Algorithm for Computing Exact Euclidean Distance Transforms of Binary Images in Arbitrary Dimensions, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.25, issue.2, pp.265-270, 2003. ,
A General Algorithm for Computing Distance Transforms in Linear Time, pp.331-340, 2000. ,
DOI : 10.1007/0-306-47025-X_36
A Fully Parallel 3D Thinning Algorithm and Its Applications, Computer Vision and Image Understanding, vol.64, issue.3, pp.420-433, 1996. ,
DOI : 10.1006/cviu.1996.0069
A Search Algorithm for Skeletonization of Thick Patterns, Computer Graphics and Image Processing, vol.3, issue.3, pp.246-259, 1974. ,
Three-dimensional topology preserving reduction on the 4-subfields, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.12, pp.1594-1605, 2002. ,
Topology Preserving 2-Subfield 3D Thinning Algorithms, Signal Processing, Pattern Recognition and Applications, pp.310-316 ,
DOI : 10.2316/P.2010.678-090
Topology Preserving 3D Thinning Algorithms Using Four and Eight Subfields, Image Analysis and Recognition, pp.316-325, 2010. ,
DOI : 10.1007/978-3-642-13772-3_32
Parallel Thinning Algorithms Based on Ronse's Sufficient Conditions for Topology Preservation, Progress in Combinatorial Image Analysis, pp.183-194, 2009. ,
SPTA: A proposed algorithm for thinning binary patterns, IEEE Transactions on Systems, Man, and Cybernetics, vol.14, issue.3, pp.409-418, 1984. ,
DOI : 10.1109/TSMC.1984.6313233
3d Voronoi skeletons and their usage for the characterization and recognition of 3D organ shape, Computer Vision and Image Understanding, vol.66, issue.2, pp.147-161, 1997. ,
Hierarchic Voronoi skeletons, Pattern Recognition, vol.28, issue.33, pp.343-359, 1995. ,
Geometric Level Set Methods in Imaging,Vision,and Graphics, 2003. ,
Fronts propagating with curvature dependent speed: algorithms based on Hamilton-Jacobi formulations, Journal of Computational Physics, vol.79, issue.1, pp.12-49, 1988. ,
A 3-subiteration 3D thinning algorithm for extracting medial surfaces, Pattern Recognition Letters, vol.23, issue.6, pp.663-675, 2002. ,
DOI : 10.1016/S0167-8655(01)00142-8
A 3???Subiteration Surface???Thinning Algorithm, CAIP 2007: Proceedings of the 12th International Conference on Computer Analysis of Images and Patterns, CAIP'07, pp.628-635, 2007. ,
DOI : 10.1007/978-3-540-74272-2_78
A Subiteration-Based Surface-Thinning Algorithm with a Period of Three, Pattern Recognition, pp.294-303, 2007. ,
DOI : 10.1007/978-3-540-74936-3_30
A 3D fully parallel surface-thinning algorithm, Theoretical Computer Science, vol.406, issue.1-2, pp.119-135, 2008. ,
DOI : 10.1016/j.tcs.2008.06.041
A thinning algorithm for discrete binary images, Computer Graphics and Image Processing, vol.13, issue.2, pp.142-157, 1980. ,
DOI : 10.1016/S0146-664X(80)80037-2
A Flexible Parallel Thinning Algorithm, Proceedings of the IEEE Computer Society Conference on Pattern Recognition and Image Processing, pp.162-167, 1981. ,
An asynchronous thinning algorithm, Computer Graphics and Image Processing, vol.20, issue.2, pp.133-157, 1982. ,
DOI : 10.1016/0146-664X(82)90041-7
Minimal Simple Pairs in the 3-D Cubic Grid, Journal of Mathematical Imaging and Vision, vol.17, issue.1, pp.239-249, 2008. ,
DOI : 10.1007/s10851-008-0099-9
URL : https://hal.archives-ouvertes.fr/hal-00622368
A 3D 6-subiteration thinning algorithm for extracting medial lines, Pattern Recognition Letters, vol.19, issue.7, pp.613-627, 1998. ,
DOI : 10.1016/S0167-8655(98)00031-2
A Parallel 3D 12-Subiteration Thinning Algorithm, Graphical Models and Image Processing, vol.61, issue.4, pp.199-221, 1999. ,
DOI : 10.1006/gmip.1999.0498
Directional 3D Thinning Using 8 Subiterations, Discrete Geometry for Computer Imagery, pp.325-336, 1999. ,
DOI : 10.1007/3-540-49126-0_25
Integrating region growing and edge detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.12, issue.3, pp.225-233, 1990. ,
DOI : 10.1109/34.49050
Lien entre la microstructure des matériaux poreux et leur perméabilité : mise en évidence des paramètres géométriques et topologiques influant sur les propriétés de transport par analyses d'images microtomographiques, 2009. ,
Scale-space and edge detection using anisotropic diffusion, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.12, issue.7, pp.629-639, 1990. ,
DOI : 10.1109/34.56205
Analysis Situs Journal de l'École Polytechnique, 2ème série, pp.1-121 ,
Quantitative analysis of pulmonary airway tree structures, Computers in Biology and Medicine, vol.36, issue.9, pp.974-996, 2006. ,
DOI : 10.1016/j.compbiomed.2005.05.004
Distance-Ordered Homotopic Thinning: A Skeletonization Algorithm for 3D Digital Images, Computer Vision and Image Understanding, vol.72, issue.3, pp.404-413, 1998. ,
DOI : 10.1006/cviu.1998.0680
Parametrisable skeletonization of binary and multi-level images, Pattern Recognition Letters, vol.11, issue.1, pp.25-33, 1990. ,
DOI : 10.1016/0167-8655(90)90052-4
A topological characterization of thinning, Theoretical Computer Science, vol.43, issue.1, pp.31-41, 1986. ,
DOI : 10.1016/0304-3975(86)90164-7
Minimal test patterns for connectivity preservation in parallel thinning algorithms for binary digital images, Discrete Applied Mathematics, vol.21, issue.1, pp.67-79, 1988. ,
DOI : 10.1016/0166-218X(88)90034-0
Connectivity in Digital Pictures, Journal of the ACM, vol.17, issue.1, pp.146-160, 1970. ,
DOI : 10.1145/321556.321570
Arcs and Curves in Digital Pictures, Journal of the ACM, vol.20, issue.1, pp.81-87, 1973. ,
DOI : 10.1145/321738.321745
A characterization of parallel thinning algorithms, Information and Control, vol.29, issue.3, pp.286-291, 1975. ,
DOI : 10.1016/S0019-9958(75)90448-9
Digital topology. The American Mathematical Monthly, pp.621-630, 1979. ,
Three-dimensional digital topology, Information and Control, vol.50, issue.2, pp.119-127, 1981. ,
DOI : 10.1016/S0019-9958(81)90177-7
Order independent homotopic thinning for binary and grey tone anchored skeletons, Pattern Recognition Letters, vol.23, issue.6, pp.687-702, 2002. ,
DOI : 10.1016/S0167-8655(01)00146-5
Medial axis for chamfer distances: computing look-up tables and neighbourhoods in 2D or 3D, Pattern Recognition Letters, vol.23, issue.6, pp.649-661, 2002. ,
DOI : 10.1016/S0167-8655(01)00141-6
A continuous skeletonization method based on level sets, VisSym 2002: Proceedings of the Symposium on Data Visualisation, p.151, 2002. ,
Look-Up Tables for Medial Axis on Squared Euclidean Distance Transform, DGCI 2003 : Proceedings of the 11th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.224-235, 2003. ,
DOI : 10.1007/978-3-540-39966-7_21
Exact medial axis with euclidean distance, Image and Vision Computing, vol.23, issue.2, pp.167-175, 2005. ,
DOI : 10.1016/j.imavis.2004.06.007
Segmenting Simplified Surface Skeletons, DGCI 2008 : Proceedings of the 14th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.262-274, 2008. ,
DOI : 10.1007/978-3-540-79126-3_24
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.109.780
Pattern Recognition, Journal of the Royal Statistical Society. Series A (General), vol.129, issue.4, pp.504-530, 1966. ,
DOI : 10.2307/2982255
Reconstruction with Voronoi Centered Radial Basis Functions, SGP 2006: Proceedings of the 4th Symposium on Geometry Processing (SGP'06), pp.51-60, 2006. ,
URL : https://hal.archives-ouvertes.fr/inria-00116651
The Hamilton-Jacobi skeleton, Proceedings of the Seventh IEEE International Conference on Computer Vision, pp.828-834, 1999. ,
DOI : 10.1109/ICCV.1999.790307
Detection of 3-D Simple Points for Topology Preserving Transformations with Application to Thinning, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.16, issue.10, pp.1028-1032, 1994. ,
Topology preservation in 3D digital space, Pattern Recognition, vol.27, issue.2, pp.295-300, 1994. ,
DOI : 10.1016/0031-3203(94)90060-4
A new shape preserving parallel thinning algorithm for 3D digital images, Pattern Recognition, vol.30, issue.12, pp.1939-1955, 1997. ,
DOI : 10.1016/S0031-3203(97)00016-2
Exact Euclidean Medial Axis in Higher Resolution, DGCI 2006 : Proceedings of the 13th IAPR International Conference on Discrete Geometry for Computer Imagery, pp.605-616, 2006. ,
DOI : 10.1007/11907350_51
The Physics of Flow Through Porous Media, Soil Science, vol.86, issue.6, 1974. ,
DOI : 10.1097/00010694-195812000-00015
Symmetry-Based Indexing of Image Databases, Journal of Visual Communication and Image Representation, vol.9, issue.4, pp.366-380, 1998. ,
DOI : 10.1006/jvci.1998.0396
Image Analysis and Mathematical Morphology, 1982. ,
Morphologie mathématique. Collection logique mathématiques informatique, 1993. ,
Morphological Image Analysis, 1999. ,
An Improved Parallel Algorithm for Thinning Digital Patterns, Pattern Recognition Letters, vol.10, pp.77-80, 1989. ,
Some Parallel Thinning Algorithms for Digital Pictures, Journal of the ACM, vol.18, issue.2, pp.255-264, 1971. ,
DOI : 10.1145/321637.321646
Computer Vision, 2001. ,
Skeletonization algorithm running on path-based distance maps, Image and Vision Computing, vol.14, issue.1, pp.47-57, 1996. ,
Classical Topology and Combinatorial Group Theory, 1980. ,
A Classification of Centres of Maximal Balls in ???3, SCIA 2005: Proceedings of the 14th Scandinavian Conference on Image Analysis, pp.1057-1065, 2005. ,
DOI : 10.1007/11499145_107
Understanding the bin of parts, Proceedings of the International Conference on Cybernetics and Society, pp.44-49, 1979. ,
Fully Parallel Thinning With Tolerance To Boundary Noise, Pattern Recognition, vol.27, issue.12, pp.1677-1695, 1994. ,
A Comparison of Line Thinning Algorithms from Digital Geometry Viewpoint, ICPR 1978: Proceedings of the 4th International Conference on Pattern Recognition, pp.715-719, 1978. ,
d-collapsibility is NP-complete for, Electronic Notes in Discrete Mathematics, vol.34, issue.174, pp.53-57315, 1981. ,
DOI : 10.1016/j.endm.2009.07.009
Parallel Thinning Operations for Digital Binary Images, Pattern Recognition and Image Processing, pp.150-155, 1981. ,
Distance Transformation and Skeletonization of 3D Pictures and Their Applications to Medical Images, Digital and Image Geometry, pp.412-428, 2001. ,
DOI : 10.1007/3-540-45576-0_25
Direction-adaptive grey-level morphology. application to 3D vascular brain imaging, 2009 16th IEEE International Conference on Image Processing (ICIP), pp.2237-2240, 2009. ,
DOI : 10.1109/ICIP.2009.5414356
URL : https://hal.archives-ouvertes.fr/hal-00622439
Euclidean skeletons and conditional bisectors, VCIP 1992: Proceedings of the International Conference on Visual Communications and Image Processing, pp.862-876, 1992. ,
Assessment of geometrical and transport properties of a fibrous C/C composite preform as digitized by X-ray computerized microtomography: Part II. Heat and gas transport properties, Journal of Materials Research, vol.22, issue.6, pp.1537-1550, 2007. ,
Efficient computation of various types of skeletons, Proceedings of SPIE : Medical Imaging V: Image Processing, pp.297-311, 1991. ,
A note on ???A fully parallel 3D thinning algorithm and its applications???, Pattern Recognition Letters, vol.28, issue.4, pp.501-506, 2007. ,
DOI : 10.1016/j.patrec.2006.09.004
Smallest enclosing disks (balls and ellipsoids), Lecture Notes in Computer Science, vol.555, pp.359-370, 1991. ,
DOI : 10.1007/BFb0038202
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.46.1450
Further improved fast parallel thinning algorithm for digital patterns, Computer Vision, Image Processing and Communications -Systems and Applications, pp.37-40, 1986. ,
An optimal graph theoretic approach to data clustering: theory and its application to image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.15, issue.11, pp.1101-1113, 1993. ,
DOI : 10.1109/34.244673
A new one-pass parallel thinning algorithm for binary images, Pattern Recognition Letters, vol.13, issue.10, pp.715-723, 1992. ,
DOI : 10.1016/0167-8655(92)90101-5
A topology-preserving parallel 3D thinning algorithm for extracting the curve skeleton, Pattern Recognition, vol.36, issue.7, pp.1529-1544, 2003. ,
DOI : 10.1016/S0031-3203(02)00348-5
An Analysis of Topological Properties of Digitized Binary Pictures Using Local Features, Computer Graphics and Image Processing, vol.4, issue.1, pp.63-73, 1975. ,
DOI : 10.1016/0146-664X(75)90022-2
Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters, IEEE Transactions on Computers, vol.20, issue.1, pp.68-86, 1971. ,
DOI : 10.1109/T-C.1971.223083
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.331.6859
A Variational Level Set Approach to Multiphase Motion, Journal of Computational Physics, vol.127, issue.1, 1996. ,
DOI : 10.1006/jcph.1996.0167
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.25.3048
A fast parallel algorithm for thinning digital patterns, Communications of the ACM, vol.27, issue.3, pp.236-239, 1984. ,
DOI : 10.1145/357994.358023