Michael H. F. Wilkinson

Orcid: 0000-0001-6258-1128

According to our database1, Michael H. F. Wilkinson authored at least 89 papers between 1998 and 2025.

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Bibliography

2025
Generalized Relevance Learning Grassmann Quantization.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024
Towards Robust Colour Texture Analysis with Limited Training Data.
SN Comput. Sci., August, 2024

A Fast Alpha-Tree Algorithm for Extreme Dynamic Range Pixel Dissimilarities.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Multi-Spectral Source-Segmentation Using Semantically-Informed Max-Trees.
IEEE Access, 2024

2022
A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning.
CoRR, 2022

Spring-Charged Particles Model to Improved Shape Recovery: An Application for X-Ray Spinal Segmentation.
IEEE Access, 2022

Parallel Attribute Computation for Distributed Component Forests.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Component-Tree Simplification Through Fast Alpha Cuts.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

2021
Distributed Connected Component Filtering and Analysis in 2D and 3D Tera-Scale Data Sets.
IEEE Trans. Image Process., 2021

2020
Efficient binocular stereo correspondence matching with 1-D Max-Trees.
Pattern Recognit. Lett., 2020

An efficient attribute-space connected filter on graphs to reconstruct paths in point-clouds.
Pattern Recognit., 2020

CGO: Multiband Astronomical Source Detection With Component-Graphs.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Distributed Component Forests in 2-D: Hierarchical Image Representations Suitable for Tera-Scale Images.
Int. J. Pattern Recognit. Artif. Intell., 2019

Preventing Chaining in Alpha-Trees Using Gabor Filters.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

A Fast, Memory-Efficient Alpha-Tree Algorithm Using Flooding and Tree Size Estimation.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

A Graph Formalism for Time and Memory Efficient Morphological Attribute-Space Connected Filters.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Alpha-tree segmentation of human anatomical photographic imagery.
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

2018
A Hybrid Shared-Memory Parallel Max-Tree Algorithm for Extreme Dynamic-Range Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017
Connected Morphological Attribute Filters on Distributed Memory Parallel Machines.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

A Guided Tour of Connective Morphology: Concepts, Algorithms, and Applications.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

On the Use of the Tree Structure of Depth Levels for Comparing 3D Object Views.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Automatic attribute threshold selection for morphological connected attribute filters.
Pattern Recognit., 2016

Statistical attribute filtering to detect faint extended astronomical sources.
Math. Morphol. Theory Appl., 2016

Cluster Based Vector Attribute Filtering.
Math. Morphol. Theory Appl., 2016

Local 2D Pattern Spectra as Connected Region Descriptors.
Math. Morphol. Theory Appl., 2016

Tracking sub-atomic particles through the Attribute Space.
Math. Morphol. Theory Appl., 2016

An Efficient Parallel Algorithm for Multi-Scale Analysis of Connected Components in Gigapixel Images.
ISPRS Int. J. Geo Inf., 2016

2015
Improved Detection of Faint Extended Astronomical Objects Through Statistical Attribute Filtering.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Viscous-Hyperconnected Attribute Filters: A First Algorithm.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Improving background estimation for faint astronomical object detection.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Short local descriptors from 2D connected pattern spectra.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Parallel 2D Local Pattern Spectra of Invariant Moments for Galaxy Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2013
Mask Connectivity by Viscous Closings: Linking Merging Galaxies without Merging Double Stars.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

2012
Mask-edge connectivity: Theory, computation, and application to historical document analysis.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Cluster-based vector-attribute filtering for CT and MRI enhancement.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Hyperconnected Attribute Filters Based on k-Flat Zones.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Hyperconnections and Openings on Complete Lattices.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Towards a Parallel Topological Watershed: First Results.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

A fast component-tree algorithm for high dynamic-range images and second generation connectivity.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Partition-induced connections and operators for pattern analysis.
Pattern Recognit., 2010

Non-Compactness Attribute Filtering to Extract Retinal Blood Vessels in Fundus Images.
Int. J. E Health Medical Commun., 2010

An Improved Olympic Hole-Filling Method for Ultrasound Volume Reconstruction of Human Spine.
Int. J. E Health Medical Commun., 2010

Radial Moment Invariants for Attribute Filtering in 3D.
Proceedings of the Applications of Discrete Geometry and Mathematical Morphology, 2010

Finding and visualizing relevant subspaces for clustering high-dimensional astronomical data using connected morphological operators.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Automatic Attribute Threshold Selection for Blood Vessel Enhancement.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Effect of selected attribute filters on watermarks.
Proceedings of the Second International Conference on Digital Image Processing, 2010

2009
Connected operators.
IEEE Signal Process. Mag., 2009

Hyperconnectivity, Attribute-Space Connectivity and Path Openings: Theoretical Relationships.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

An Axiomatic Approach to Hyperconnectivity.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

A Comparison of Spatial Pattern Spectra.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

Surface-Area-Based Attribute Filtering in 3D.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

Robust extraction of urinary stones from CT data using attribute filters.
Proceedings of the International Conference on Image Processing, 2009

2008
Efficient 2-D Grayscale Morphological Transformations With Arbitrary Flat Structuring Elements.
IEEE Trans. Image Process., 2008

Concurrent Computation of Attribute Filters on Shared Memory Parallel Machines.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Connected filtering by reconstruction: Basis and new advances.
Proceedings of the International Conference on Image Processing, 2008

2007
Volumetric Attribute Filtering and Interactive Visualization Using the Max-Tree Representation.
IEEE Trans. Image Process., 2007

Connected Shape-Size Pattern Spectra for Rotation and Scale-Invariant Classification of Gray-Scale Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Mask-Based Second-Generation Connectivity and Attribute Filters.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Attribute-space connectivity and connected filters.
Image Vis. Comput., 2007

Branches filtering approach for max-tree.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

A parallel implementation of the dual-input Max-Tree algorithm for attribute filtering.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Content-based Image Retrieval Using Shape-Size Pattern Spectra.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Content-Based Image Retrieval Using Combined 2D Attribute Pattern Spectra.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
Shape representation and recognition through morphological curvature scale spaces.
IEEE Trans. Image Process., 2006

Filament Enhancement by Non-linear Volumetric Filtering Using Clustering-Based Connectivity.
Proceedings of the Advances in Machine Vision, 2006

Efficient 2-D Gray-Scale Dilations and Erosions with Arbitrary Flat Structuring Elements.
Proceedings of the International Conference on Image Processing, 2006

2005
Automatic diatom identification using contour analysis by morphological curvature scale spaces.
Mach. Vis. Appl., 2005

Attribute-Space Connected Filters.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Vector-Attribute Filters.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Second-Order Connected Attribute Filters Using Max-Trees.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Countering oversegmentation in partitioning-based connectivities.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Morphological hat-transform scale spaces and their use in pattern classification.
Pattern Recognit., 2004

CPM: A Deformable Model for Shape Recovery and Segmentation Based on Charged Particles.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Connected Rotation-Invariant Size-Shape Granulometries.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Automatic Image Segmentation Using a Deformable Model Based on Charged Particles.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Blood vessel segmentation using moving-window robust automatic threshold selection.
Proceedings of the 2003 International Conference on Image Processing, 2003

Morphological hat-transform scale spaces and their use in texture classification.
Proceedings of the 2003 International Conference on Image Processing, 2003

Gaussian-Weighted Moving-Window Robust Automatic Threshold Selection.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
Model intestinal microflora in computer simulation: a simulation and modeling package for host-microflora interactions.
IEEE Trans. Biomed. Eng., 2002

A Comparison of Algorithms for Connected Set Openings and Closings.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Generalized Pattern Spectra Sensitive to Spatial Information.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

In Silico Modeling of the Human Intestinal Microflora.
Proceedings of the Computational Science - ICCS 2002, 2002

2001
Shape Preserving Filament Enhancement Filtering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Fast computation of morphological area pattern spectra.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Fast Morphological Attribute Operations Using Tarjan's Union-Find Algorithm.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

Diatom Contour Analysis Using Morphological Curvature Scale Spaces.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Diatom Identification: A Double Challenge Called ADIAC.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Optimizing Edge Detectors for Robust Automatic Threshold Selection: Coping with Edge Curvature and Noise.
Graph. Model. Image Process., 1998


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