Jesús Angulo

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 75

Top Venues

CoRR

ISMM

ICIP

GSI

Mines ParisTech, France (PHD)

Education History

Mines ParisTech, France

PHD

Publications

Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo
GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials. SSVM (2023)
Sami Jouaber, Silvère Bonnabel, Santiago Velasco-Forero, Marion Pilté, Jesús Angulo
Real-time Classification of Aircrafts Manoeuvers. J. Signal Process. Syst. 95 (4) (2023)
Tin Barisin, Jesús Angulo, Katja Schladitz, Claudia Redenbach
Riesz feature representation: scale equivariant scattering network for classification tasks. CoRR (2023)
João P. C. Bertoldo, Santiago Velasco-Forero, Jesús Angulo, Etienne Decencière
Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation. CoRR (2023)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing. DGMM (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Moving frame net: SE(3)-equivariant network for volumes. NeurReps (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Moving Frame Net: SE(3)-Equivariant Network for Volumes. CoRR (2022)
Santiago Velasco-Forero, Jesús Angulo
MorphoActivation: Generalizing ReLU activation function by mathematical morphology. CoRR (2022)
Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo
Fully trainable Gaussian derivative convolutional layer. CoRR (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Scale Equivariant U-Net. CoRR (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Differential Invariants for SE(2)-Equivariant Networks. ICIP (2022)
Jesús Angulo
Morphological Counterpart of Ornstein-Uhlenbeck Semigroups and PDEs. DGMM (2022)
Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo
Fully Trainable Gaussian Derivative Convolutional Layer. ICIP (2022)
Santiago Velasco-Forero, Ayoub Rhim, Jesús Angulo
Fixed Point Layers for Geodesic Morphological Operations. BMVC (2022)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Scale-Equivariant U-Net. BMVC (2022)
Yufei Hu, Nacim Belkhir, Jesús Angulo, Angela Yao, Gianni Franchi
Learning deep morphological networks with neural architecture search. Pattern Recognit. 131 (2022)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations. Image Process. Line 12 (2022)
Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Claude Adnet, Olivier Airiau
Near out-of-distribution detection for low-resolution radar micro-Doppler signatures. CoRR (2022)
Romain Hermary, Guillaume Tochon, Élodie Puybareau, Alexandre Kirszenberg, Jesús Angulo
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers. J. Math. Imaging Vis. 64 (7) (2022)
Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Claude Adnet, Olivier Airiau
Near Out-of-Distribution Detection for Low-Resolution Radar Micro-doppler Signatures. ECML/PKDD (4) (2022)
Santiago Velasco-Forero, Jesús Angulo
MorphoActivation: Generalizing ReLU Activation Function by Mathematical Morphology. DGMM (2022)
Santiago Velasco-Forero, R. Pagès, Jesús Angulo
Learnable Empirical Mode Decomposition based on Mathematical Morphology. SIAM J. Imaging Sci. 15 (1) (2022)
Alexandre Kirszenberg, Guillaume Tochon, Élodie Puybareau, Jesús Angulo
Going Beyond p-convolutions to Learn Grayscale Morphological Operators. DGMM (2021)
Yufei Hu, Nacim Belkhir, Jesús Angulo, Angela Yao, Gianni Franchi
Learning Deep Morphological Networks with Neural Architecture Search. CoRR (2021)
Jesús Angulo
Some Open Questions on Morphological Operators and Representations in the Deep Learning Era - A Personal Vision. DGMM (2021)
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
Scale Equivariant Neural Networks with Morphological Scale-Spaces. DGMM (2021)
Jesús Angulo
Eigenfunctions of Ultrametric Morphological Openings and Closings. DGMM (2021)
Nina Miolane, Matteo Caorsi, Umberto Lupo, Marius Guerard, Nicolas Guigui, Johan Mathe, Yann Cabanes, Wojciech Reise, Thomas Davies, António Leitão, Somesh Mohapatra, Saiteja Utpala, Shailja Shailja, Gabriele Corso, Guoxi Liu, Federico Iuricich, Andrei Manolache, Mihaela Nistor, Matei Bejan, Armand Mihai Nicolicioiu, Bogdan-Alexandru Luchian, Mihai-Sorin Stupariu, Florent Michel, Khanh Dao Duc, Bilal Abdulrahman, Maxim Beketov, Elodie Maignant, Zhiyuan Liu, Marek Cerný, Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Yanan Long
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. CoRR (2021)
Alexandre Kirszenberg, Guillaume Tochon, Élodie Puybareau, Jesús Angulo
Going beyond p-convolutions to learn grayscale morphological operators. CoRR (2021)
Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Claude Adnet, Olivier Airiau
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection. CoRR (2021)
El-Hadji Samba Diop, Jesús Angulo
Inhomogeneous morphological PDEs for robust and adaptive image shock filters. IET Image Process. 14 (6) (2020)
Guillaume Noyel, Jesús Angulo, Dominique Jeulin
Fast computation of all pairs of geodesic distances. CoRR (2020)
Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Math. Morphol. Theory Appl. 4 (1) (2020)
Guillaume Noyel, Jesús Angulo, Dominique Jeulin
Morphological segmentation of hyperspectral images. CoRR (2020)
Guillaume Noyel, Jesús Angulo, Dominique Jeulin, Daniel Balvay, Charles-André Cuenod
Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies. CoRR (2019)
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders. ISMM (2019)
Jesús Angulo
Hierarchical Laplacian and Its Spectrum in Ultrametric Image Processing. ISMM (2019)
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. ISMM (2019)
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
Part-based approximations for morphological operators using asymmetric auto-encoders. CoRR (2019)
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. CoRR (2019)
El-Hadji Samba Diop, Jesús Angulo
Levellings based on spatially adaptive scale spaces using local image features. IET Image Process. 13 (10) (2019)
Jesús Angulo
Minkowski Sum of Ellipsoids and Means of Covariance Matrices. GSI (2019)
Álvar-Gines Legaz-Aparicio, Rafael Verdú Monedero, Jesús Angulo
Adaptive morphological filters based on a multiple orientation vector field dependent on image local features. J. Comput. Appl. Math. 330 (2018)
Álvar-Gines Legaz-Aparicio, Rafael Verdú Monedero, Jesús Angulo
Multiscale estimation of multiple orientations based on morphological directional openings. Signal Image Video Process. 12 (7) (2018)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Tropical and Morphological Operators for Signals on Graphs. ICIP (2018)
Jean Serra, Jesús Angulo, Bangalore Ravi Kiran
Regression and Classification by Zonal Kriging. CoRR (2018)
Jesús Angulo, Santiago Velasco-Forero
Morphological Semigroups and Scale-Spaces on Ultrametric Spaces. ISMM (2017)
Emmanuel Chevallier, Emmanuel K. Kalunga, Jesús Angulo
Kernel Density Estimation on Spaces of Gaussian Distributions and Symmetric Positive Definite Matrices. SIAM J. Imaging Sci. 10 (1) (2017)
Adrián Colomer, Valery Naranjo, Jesús Angulo
Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram. ICIP (2017)
Sandra Morales, Valery Naranjo, Jesús Angulo, Álvar Legaz-Aparicio, Rafael Verdú Monedero
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline. Signal Process. Image Commun. 59 (2017)
Joris Corvo, Jesús Angulo, Josselin Breugnot, Sylvie Bordes, Brigitte Closs
Morphological Texture Description from Multispectral Skin Images in Cosmetology. ISMM (2017)
Gianni Franchi, Jesús Angulo, Dino Sejdinovic
Hyperspectral Image Classification with Support Vector Machines on Kernel Distribution Embeddings. CoRR (2016)
Bangalore Ravi Kiran, Bogdan Stanciulescu, Jesús Angulo
Unsupervised Clustering of Hyperspectral Images of Brain Tissues by Hierarchical Non-negative Matrix Factorization. BIOIMAGING (2016)
Guillaume Noyel, Jesús Angulo, Dominique Jeulin
On distances, paths and connections for hyperspectral image segmentation. CoRR (2016)
Emmanuel Chevallier, Jesús Angulo
The Irregularity Issue of Total Orders on Metric Spaces and Its Consequences for Mathematical Morphology. J. Math. Imaging Vis. 54 (3) (2016)
Gianni Franchi, Jesús Angulo
A deep spatial/spectral descriptor of hyperspectral texture using scattering transform. ICIP (2016)
Emmanuel Chevallier, Augustin Chevallier, Jesús Angulo
N-ary Mathematical Morphology. Math. Morphol. Theory Appl. 1 (1) (2016)
Bruno Figliuzzi, Santiago Velasco-Forero, Michel Bilodeau, Jesús Angulo
A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra. ACIVS (2016)
Emmanuel Chevallier, Thibault Forget, Frédéric Barbaresco, Jesús Angulo
Kernel Density Estimation on the Siegel Space with an Application to Radar Processing. Entropy 18 (11) (2016)
Shu Hui Ham, Morgan Ferte, Cédric Carteret, Gabriel Fricout, Jesús Angulo, Fabien Capon
Hyperspectral imaging as an analytical tool for thin single and multilayer oxides characterization: A laboratory study. WHISPERS (2016)
Gianni Franchi, Jesús Angulo
Morphological Principal Component Analysis for Hyperspectral Image Analysis. ISPRS Int. J. Geo Inf. 5 (6) (2016)
Gianni Franchi, Jesús Angulo, Dino Sejdinovic
Hyperspectral image classification with support vector machines on kernel distribution embeddings. ICIP (2016)
Guillaume Noyel, Jesús Angulo, Dominique Jeulin
A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images. CoRR (2016)
Santiago Velasco-Forero, Jesús Angulo
Nonlinear Operators on Graphs via Stacks. GSI (2015)
Emmanuel Chevallier, Augustin Chevallier, Jesús Angulo
N-ary Mathematical Morphology. ISMM (2015)
Emmanuel Chevallier, Ivar Farup, Jesús Angulo
Histograms of Images Valued in the Manifold of Colours Endowed with Perceptual Metrics. GSI (2015)
Jesús Angulo
Morphological PDE and Dilation/Erosion Semigroups on Length Spaces. ISMM (2015)
Francisco Peñaranda, Fernando López-Mir, Valery Naranjo, Jesús Angulo, Lena Kastl, Juergen Schnekenburger
New Spectral Representation and Dissimilarity Measures Assessment for FTIR-spectra using Unsupervised Classification. BIOSIGNALS (2015)
Jesús Angulo
Statistical Gaussian Model of Image Regions in Stochastic Watershed Segmentation. GSI (2015)
Gianni Franchi, Jesús Angulo
Ordering on the Probability Simplex of Endmembers for Hyperspectral Morphological Image Processing. ISMM (2015)
Gianni Franchi, Jesús Angulo
Quantization of Hyperspectral Image Manifold Using Probabilistic Distances. GSI (2015)
Emmanuel Chevallier, Frédéric Barbaresco, Jesús Angulo
Probability Density Estimation on the Hyperbolic Space Applied to Radar Processing. GSI (2015)
Jesús Angulo
( max , min )-convolution and Mathematical Morphology. ISMM (2015)
Jesús Angulo
Morphological Scale-Space Operators for Images Supported on Point Clouds. SSVM (2015)
Gianni Franchi, Jesús Angulo
Bagging Stochastic Watershed on Natural Color Image Segmentation. ISMM (2015)
Fernando López-Mir, Valery Naranjo, Jesús Angulo, Mariano Alcañiz Raya, Luis Luna
Liver segmentation in MRI: A fully automatic method based on stochastic partitions. Comput. Methods Programs Biomed. 114 (1) (2014)
Santiago Velasco-Forero, Jesús Angulo, Pierre Soille
Conditional Toggle Mappings: Principles and Applications. J. Math. Imaging Vis. 48 (3) (2014)
Emmanuel Chevallier, Jesús Angulo
Image adapted total ordering for mathematical morphology on multivariate images. ICIP (2014)
Sandra Morales, Valery Naranjo, Jesús Angulo, Fernando López-Mir, Mariano Alcañiz Raya
Determination of retinal network skeleton through mathematical morphology. EUSIPCO (2014)
Gianni Franchi, Jesús Angulo
Spatially-Variant Area Openings for Reference-Driven Adaptive Contour Preserving Filtering. ICPR (2014)
Emmanuel Chevallier, Augustin Chevallier, Jesús Angulo
Computing Histogram of Tensor Images Using Orthogonal Series Density Estimation and Riemannian Metrics. ICPR (2014)
Laurent Duval, Maxime Moreaud, Camille Couprie, Dominique Jeulin, Hugues Talbot, Jesús Angulo
Image processing for materials characterization: Issues, challenges and opportunities. ICIP (2014)
Guillaume Thibault, Jesús Angulo, Fernand Meyer
Advanced Statistical Matrices for Texture Characterization: Application to Cell Classification. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Jesús Angulo, Santiago Velasco-Forero
Riemannian mathematical morphology. Pattern Recognit. Lett. 47 (2014)
Gianni Franchi, Jesús Angulo
Comparative study on morphological principal component analysis of hyperspectral images. WHISPERS (2014)
Fernando López-Mir, Valery Naranjo, Sandra Morales, Jesús Angulo
Probability density function of object contours using regional regularized stochastic watershed. ICIP (2014)
Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, Jesús Angulo
Towards Morphological Image Regularization Using the Counter-Harmonic Mean. ISMM (2013)
Jesús Angulo, Santiago Velasco-Forero
Complete Lattice Structure of Poincaré Upper-Half Plane and Mathematical Morphology for Hyperbolic-Valued Images. GSI (2013)
Santiago Velasco-Forero, Jesús Angulo
On Nonlocal Mathematical Morphology. ISMM (2013)
Santiago Velasco-Forero, Jesús Angulo
Supervised Morphology for Structure Tensor-Valued Images Based on Symmetric Divergence Kernels. GSI (2013)
Jesús Angulo, Santiago Velasco-Forero
Stochastic Morphological Filtering and Bellman-Maslov Chains. ISMM (2013)
Jesús Angulo
Morphological Bilateral Filtering. SIAM J. Imaging Sci. 6 (3) (2013)
Santiago Velasco-Forero, Jesús Angulo
Classification of hyperspectral images by tensor modeling and additive morphological decomposition. Pattern Recognit. 46 (2) (2013)
Sandra Morales, Valery Naranjo, Jesús Angulo, Mariano Alcañiz Raya
Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology. IEEE Trans. Medical Imaging 32 (4) (2013)
Jonathan Masci, Jesús Angulo, Jürgen Schmidhuber
A Learning Framework for Morphological Operators Using Counter-Harmonic Mean. ISMM (2013)
Jesús Angulo, Santiago Velasco-Forero
Mathematical Morphology for Real-Valued Images on Riemannian Manifolds. ISMM (2013)
Andrea Cerri, Silvia Biasotti, Mostafa Abdelrahman, Jesús Angulo, K. Berger, Louis Chevallier, Moumen T. El-Melegy, Aly A. Farag, F. Lefebvre, Andrea Giachetti, H. Guermoud, Y.-J. Liu, Santiago Velasco-Forero, Jean-Ronan Vigouroux, C.-X. Xu, J.-B. Zhang
SHREC'13 Track: Retrieval on Textured 3D Models. 3DOR@Eurographics (2013)
Guillaume Thibault, Jesús Angulo
Efficient statistical/morphological cell texture characterization and classification. ICPR (2012)
Sandra Morales, Valery Naranjo, Jesús Angulo, Juan José Fuertes, Mariano Alcañiz Raya
Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing. BIOSIGNALS (2012)
Jonathan Masci, Jesús Angulo, Jürgen Schmidhuber
A Learning Framework for Morphological Operators using Counter-Harmonic Mean CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jesús Angulo