Jesús Angulo

According to our database1, Jesús Angulo authored at least 150 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Riesz Feature Representation: Scale Equivariant Scattering Network for Classification Tasks.
SIAM J. Imaging Sci., 2024

Deep Matrix Profile for Maneuver Classification in Low Earth Orbit Satellite Trajectories.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Real-time Classification of Aircrafts Manoeuvers.
J. Signal Process. Syst., April, 2023

Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation.
CoRR, 2023

GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

2022
Learnable Empirical Mode Decomposition based on Mathematical Morphology.
SIAM J. Imaging Sci., 2022

Learning deep morphological networks with neural architecture search.
Pattern Recognit., 2022

Learning Grayscale Mathematical Morphology with Smooth Morphological Layers.
J. Math. Imaging Vis., 2022

Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations.
Image Process. Line, 2022

Near Out-of-Distribution Detection for Low-Resolution Radar Micro-doppler Signatures.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Moving frame net: SE(3)-equivariant network for volumes.
Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

Differential Invariants for SE(2)-Equivariant Networks.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Fully Trainable Gaussian Derivative Convolutional Layer.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

MorphoActivation: Generalizing ReLU Activation Function by Mathematical Morphology.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Morphological Counterpart of Ornstein-Uhlenbeck Semigroups and PDEs.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Fixed Point Layers for Geodesic Morphological Operations.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Scale-Equivariant U-Net.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results.
CoRR, 2021

Deep Random Projection Outlyingness for Unsupervised Anomaly Detection.
CoRR, 2021

Scale Equivariant Neural Networks with Morphological Scale-Spaces.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

Going Beyond p-convolutions to Learn Grayscale Morphological Operators.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

Eigenfunctions of Ultrametric Morphological Openings and Closings.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

Some Open Questions on Morphological Operators and Representations in the Deep Learning Era - A Personal Vision.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

2020
Approximating morphological operators with part-based representations learned by asymmetric auto-encoders.
Math. Morphol. Theory Appl., 2020

Inhomogeneous morphological PDEs for robust and adaptive image shock filters.
IET Image Process., 2020

Morphological segmentation of hyperspectral images.
CoRR, 2020

Fast computation of all pairs of geodesic distances.
CoRR, 2020

2019
Levellings based on spatially adaptive scale spaces using local image features.
IET Image Process., 2019

Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies.
CoRR, 2019

Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Hierarchical Laplacian and Its Spectrum in Ultrametric Image Processing.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Minkowski Sum of Ellipsoids and Means of Covariance Matrices.
Proceedings of the Geometric Science of Information - 4th International Conference, 2019

2018
Multiscale estimation of multiple orientations based on morphological directional openings.
Signal Image Video Process., 2018

Adaptive morphological filters based on a multiple orientation vector field dependent on image local features.
J. Comput. Appl. Math., 2018

Regression and Classification by Zonal Kriging.
CoRR, 2018

Tropical and Morphological Operators for Signals on Graphs.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline.
Signal Process. Image Commun., 2017

Kernel Density Estimation on Spaces of Gaussian Distributions and Symmetric Positive Definite Matrices.
SIAM J. Imaging Sci., 2017

Morphological Texture Description from Multispectral Skin Images in Cosmetology.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Morphological Semigroups and Scale-Spaces on Ultrametric Spaces.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
N-ary Mathematical Morphology.
Math. Morphol. Theory Appl., 2016

The Irregularity Issue of Total Orders on Metric Spaces and Its Consequences for Mathematical Morphology.
J. Math. Imaging Vis., 2016

Morphological Principal Component Analysis for Hyperspectral Image Analysis.
ISPRS Int. J. Geo Inf., 2016

Kernel Density Estimation on the Siegel Space with an Application to Radar Processing.
Entropy, 2016

A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images.
CoRR, 2016

Hyperspectral imaging as an analytical tool for thin single and multilayer oxides characterization: A laboratory study.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hyperspectral image classification with support vector machines on kernel distribution embeddings.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A deep spatial/spectral descriptor of hyperspectral texture using scattering transform.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Unsupervised Clustering of Hyperspectral Images of Brain Tissues by Hierarchical Non-negative Matrix Factorization.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Morphological Scale-Space Operators for Images Supported on Point Clouds.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Bagging Stochastic Watershed on Natural Color Image Segmentation.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Ordering on the Probability Simplex of Endmembers for Hyperspectral Morphological Image Processing.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Morphological PDE and Dilation/Erosion Semigroups on Length Spaces.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

( max , min )-convolution and Mathematical Morphology.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Nonlinear Operators on Graphs via Stacks.
Proceedings of the Geometric Science of Information - Second International Conference, 2015

Quantization of Hyperspectral Image Manifold Using Probabilistic Distances.
Proceedings of the Geometric Science of Information - Second International Conference, 2015

Histograms of Images Valued in the Manifold of Colours Endowed with Perceptual Metrics.
Proceedings of the Geometric Science of Information - Second International Conference, 2015

Probability Density Estimation on the Hyperbolic Space Applied to Radar Processing.
Proceedings of the Geometric Science of Information - Second International Conference, 2015

Statistical Gaussian Model of Image Regions in Stochastic Watershed Segmentation.
Proceedings of the Geometric Science of Information - Second International Conference, 2015

New Spectral Representation and Dissimilarity Measures Assessment for FTIR-spectra using Unsupervised Classification.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Advanced Statistical Matrices for Texture Characterization: Application to Cell Classification.
IEEE Trans. Biomed. Eng., 2014

Riemannian mathematical morphology.
Pattern Recognit. Lett., 2014

Conditional Toggle Mappings: Principles and Applications.
J. Math. Imaging Vis., 2014

Liver segmentation in MRI: A fully automatic method based on stochastic partitions.
Comput. Methods Programs Biomed., 2014

Comparative study on morphological principal component analysis of hyperspectral images.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Spatially-Variant Area Openings for Reference-Driven Adaptive Contour Preserving Filtering.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Computing Histogram of Tensor Images Using Orthogonal Series Density Estimation and Riemannian Metrics.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Probability density function of object contours using regional regularized stochastic watershed.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image processing for materials characterization: Issues, challenges and opportunities.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image adapted total ordering for mathematical morphology on multivariate images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Determination of retinal network skeleton through mathematical morphology.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology.
IEEE Trans. Medical Imaging, 2013

Morphological Bilateral Filtering.
SIAM J. Imaging Sci., 2013

Classification of hyperspectral images by tensor modeling and additive morphological decomposition.
Pattern Recognit., 2013

On Nonlocal Mathematical Morphology.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

A Learning Framework for Morphological Operators Using Counter-Harmonic Mean.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Towards Morphological Image Regularization Using the Counter-Harmonic Mean.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Mathematical Morphology for Real-Valued Images on Riemannian Manifolds.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Stochastic Morphological Filtering and Bellman-Maslov Chains.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Supervised Morphology for Structure Tensor-Valued Images Based on Symmetric Divergence Kernels.
Proceedings of the Geometric Science of Information - First International Conference, 2013

Complete Lattice Structure of Poincaré Upper-Half Plane and Mathematical Morphology for Hyperbolic-Valued Images.
Proceedings of the Geometric Science of Information - First International Conference, 2013


2012
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach.
IEEE Trans. Image Process., 2012

Random Projection Depth for Multivariate Mathematical Morphology.
IEEE J. Sel. Top. Signal Process., 2012

Robust RX anomaly detector without covariance matrix estimation.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Supervised morphological target detection from polarimetric stokes vectors images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Efficient statistical/morphological cell texture characterization and classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Morphological operators for images valued on the sphere.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Spatially adaptive PDEs for robust image sharpening.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing.
Proceedings of the BIOSIGNALS 2012, 2012

1-D Mathematical Morphology for Water Removal in 1H MR Spectroscopy Tool.
Proceedings of the BIOSIGNALS 2012, 2012

Morphologie mathématique pour des images multi-variées.
, 2012

2011
Supervised Ordering in R<sup>p</sup>: Application to Morphological Processing of Hyperspectral Images.
IEEE Trans. Image Process., 2011

Anisotropic Morphological Filters With Spatially-Variant Structuring Elements Based on Image-Dependent Gradient Fields.
IEEE Trans. Image Process., 2011

Hypercomplex Mathematical Morphology.
J. Math. Imaging Vis., 2011

Frequency domain regularization of d-dimensional structure tensor-based directional fields.
Image Vis. Comput., 2011

Multiclass ordering for filtering and classification of hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Mathematical Morphology for Vector Images Using Statistical Depth.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Sparse Mathematical Morphology Using Non-negative Matrix Factorization.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Morphological Bilateral Filtering and Spatially-Variant Adaptive Structuring Functions.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Multiscale local multiple orientation estimation using mathematical morphology and B-spline interpolation.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Advanced statistical matrices for texture characterization: Application to DNA chromatin and microtubule network classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Aorta segmentation using the watershed algorithm for an augmented reality system in laparoscopic surgery.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Non-linearization of free schrödinger equation and pseudo-morphological complex diffusion operators.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Geometric algebra colour image representations and derived total orderings for morphological operators - Part I: Colour quaternions.
J. Vis. Commun. Image Represent., 2010

Robust iris segmentation on uncalibrated noisy images using mathematical morphology.
Image Vis. Comput., 2010

Spatial structures detection in hyperspectral images using mathematical morphology.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Statistical Shape Modeling Using Morphological Representations.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Morphological processing of hyperspectral images using kriging-based supervised ordering.
Proceedings of the International Conference on Image Processing, 2010

Comparison of orientated and spatially variant morphological filters vs mean/median filters for adaptive image denoising.
Proceedings of the International Conference on Image Processing, 2010

Structurally adaptive mathematical morphology on nonlinear scale-space representations.
Proceedings of the International Conference on Image Processing, 2010

Hit-or-Miss Transform in Multivariate Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

Pseudo-morphological Image Diffusion Using the Counter-Harmonic Paradigm.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Cyclic Mathematical Morphology in Polar-Logarithmic Representation.
IEEE Trans. Image Process., 2009

Morphological scale-space for hyperspectral images and dimensionality exploration using tensor modeling.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Spatially-Variant Anisotropic Morphological Filters Driven by Gradient Fields.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

Morphological Exploration of Shape Spaces.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

From Scalar-Valued Images to Hypercomplex Representations and Derived Total Orderings for Morphological Operators.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Multiscale Stochastic Watershed for Unsupervised Hyperspectral Image Segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Structure Tensor of Colour Quaternion Image Representations for Invariant Feature Extraction.
Proceedings of the Computational Color Imaging, Second International Workshop, 2009

2008
Filtering, segmentation and region classification by hyperspectral mathematical morphology of DCE-MRI series for angiogenesis imaging.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Morphological-based adaptive segmentation and quantification of cell assays in high content screening.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Segmentation and Classification of Hyperspectral Data using Watershed.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Contour and Detail Detection for Spatially Adaptive Color Median Filtering.
Proceedings of the 4th European Conference on Colour in Graphics, 2008

Classification-driven stochastic watershed. Application to multispectral segmentation.
Proceedings of the 4th European Conference on Colour in Graphics, 2008

Quaternion colour representations and derived total orderings for morphological operators.
Proceedings of the 4th European Conference on Colour in Graphics, 2008

Spatially-Variant Directional Mathematical Morphology Operators Based on a Diffused Average Squared Gradient Field.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Modelling and segmentation of colour images in polar representations.
Image Vis. Comput., 2007

Morphological colour operators in totally ordered lattices based on distances: Application to image filtering, enhancement and analysis.
Comput. Vis. Image Underst., 2007

Random Germs and Stochastic Watershed for Unsupervised Multispectral Image Segmentation.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

On distances, paths and connections for hyperspectral image segmentation.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Micro-viscous morphological operators.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Stochastic watershed segmentation.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Morphological texture gradients: Definition and application to colour and texture watershed segmentation.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

2006
Morphological Color Image Simplification by Saturation-controlled Regional Levelings.
Int. J. Pattern Recognit. Artif. Intell., 2006

2005
Segmentación de Imágenes en Color Utilizando Histogramas Bi-Variables en Espacios Color Polares Luminancia/Saturación/Matiz.
Computación y Sistemas, 2005

Unified Morphological Color Processing Framework in a Lum/Sat/Hue Representation.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Mathematical Morphology in Polar-Logarithmic Coordinates. Application to Erythrocyte Shape Analysis.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2003
Morphologie mathématique et indexation d'images couleur : application à la microscopie en biomédecine. (Mathematical morphology and image colour indexing : application in bio-medical microscopy).
PhD thesis, 2003

Automatic analysis of DNA microarray images using mathematical morphology.
Bioinform., 2003

Morphological coding of color images by vector connected filters.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Color segmentation by ordered mergings.
Proceedings of the 2003 International Conference on Image Processing, 2003

Automatic Detection of Specular Reflectance in Colour Images Using the MS Diagram.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2000
Low Complexity Cut Detection in the Presence of Flicker.
Proceedings of the 2000 International Conference on Image Processing, 2000


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