Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesus Angulo, Isabelle Bloch. Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Mathematical Morphology - Theory and Applications, De Gruyter 2020, 4 (1), pp.64 - 86. ⟨10.1515/mathm-2020-0102⟩. ⟨hal-02915633⟩

El Hadji Diop, Jesus Angulo. Levelings based on Spatially-Adaptive Scale-Spaces using Local Image Features. IET Image Processing, Institution of Engineering and Technology, 2019, 13 (10), pp.1597-1607. ⟨hal-01995730⟩

Shu Hui Ham, Cédric Carteret, Jesus Angulo, Gabriel Fricout. Relation between emissivity evolution during annealing and selective oxidation of TRIP steel. Corrosion Science, Elsevier, 2018, 132, pp.185-193. ⟨10.1016/j.corsci.2017.12.032⟩. ⟨hal-01995733⟩

Álvar-Ginés Legaz-Aparicio, Rafael Verdu-Monedero, Jesus Angulo. Multiscale estimation of multiple orientations based on morphological directional openings. Signal, Image and Video Processing, Springer Verlag, 2018, 12 (7), pp.1245-1253. ⟨10.1007/s11760-018-1276-y⟩. ⟨hal-02436489⟩

Álvar-Ginés Legaz-Aparicio, Rafael Verdu-Monedero, Jesus Angulo. Adaptive morphological filters based on a multiple orientation vector field dependent on image local features.. Journal of Computational and Applied Mathematics, Elsevier, 2018, 330, pp.965 - 981. ⟨10.1016/j.cam.2017.05.001⟩. ⟨hal-01688889⟩

Gianni Franchi, Jesus Angulo, Maxime Moreaud, Loïc Sorbier. Enhanced EDX images by fusion of multimodal SEM images using pansharpening techniques. Journal of Microscopy, Wiley, 2018, 269 (1), pp.94 - 112. ⟨10.1111/jmi.12612⟩. ⟨hal-01688728⟩

Jesus Angulo. Convolution in (max,min)-algebra and its role in mathematical morphology. Advances in Imaging and Electron Physics, Elsevier, 2017, 203, pp.1-66. ⟨10.1016/bs.aiep.2017.07.003⟩. ⟨hal-01108121⟩

Jesus Angulo, Santiago Velasco-Forero. Non-Negative Sparse Mathematical Morphology. Advances in Imaging and Electron Physics, Elsevier, 2017, 202, pp.1-37. ⟨hal-01688716⟩

Emmanuel Chevallier, Emmanuel Kalunga, Jesus Angulo. Kernel Density Estimation on Spaces of Gaussian Distributions and Symmetric Positive Definite Matrices. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2017, 10 (1), pp.191 - 215. ⟨10.1137/15M1053566⟩. ⟨hal-01535731⟩

Gianni Franchi, Jesus Angulo. Morphological Principal Component Analysis for Hyperspectral Image Analysis. ISPRS International Journal of Geo-Information, MDPI, 2016, 5 (6), pp.83. ⟨10.3390/ijgi5060083⟩. ⟨hal-01256379⟩

Jesus Angulo. Generalised morphological image diffusion. Nonlinear Analysis: Theory, Methods and Applications, Elsevier, 2016, 134, ⟨10.1016/j.na.2015.12.015⟩. ⟨hal-00789162v4⟩

Emmanuel Chevallier, Thibault Forget, Frédéric Barbaresco, Jesus Angulo. Kernel Density Estimation on the Siegel Space with an Application to Radar Processing. Entropy, MDPI, 2016, 18 (11), pp.396. ⟨10.3390/e18110396⟩. ⟨hal-01446923⟩

Emmanuel Chevallier, Jesus Angulo. The Irregularity Issue of Total Orders on Metric Spaces and Its Consequences for Mathematical Morphology. Journal of Mathematical Imaging and Vision, Springer Verlag, 2016, 54 (3), pp.344 - 357. ⟨10.1007/s10851-015-0607-7⟩. ⟨hal-01446907⟩

Emmanuel Chevallier, Augustin Chevallier, Jesus Angulo. N-ary Mathematical Morphology. Mathematical Morphology - Theory and Applications, De Gruyter 2016, 1 (1), ⟨10.1515/mathm-2016-0003⟩. ⟨hal-01446900⟩

C Guzzi, P Alfarano, Ieva Sutkeviciute, S Sattin, R Ribeiro-Viana, et al.. Detection and quantitative analysis of two independent binding modes of a small ligand responsible for DC-SIGN clustering.. Organic and Biomolecular Chemistry, Royal Society of Chemistry, 2016, 14 (1), pp.335-344. ⟨hal-01235344⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin, Daniel Balvay, Charles-André Cuenod. Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies. Image Analysis and Stereology, International Society for Stereology, 2015, 34 (1), pp.1-25. ⟨10.5566/ias.1109⟩. ⟨hal-01152401v2⟩

El Hadji Samba Diop, Jesus Angulo. MULTISCALE IMAGE ANALYSIS BASED ON ROBUST AND ADAPTIVE MORPHOLOGICAL SCALE-SPACES. Image Analysis and Stereology, International Society for Stereology, 2015, 34 (1), pp.39-59. ⟨10.5566/ias.993⟩. ⟨hal-00975728v2⟩

Juan C Muñoz-García, Eric Chabrol, Romain R Vivès, Aline Thomas, José L de Paz, et al.. Langerin-heparin interaction: two binding sites for small and large ligands as revealed by a combination of NMR spectroscopy and cross-linking mapping experiments.. Journal of the American Chemical Society, American Chemical Society, 2015, 137 (12), pp.4100-10. ⟨hal-01149071⟩

Jesus Angulo, Santiago Velasco-Forero. Riemannian mathematical morphology. Pattern Recognition Letters, Elsevier, 2014, 47, pp.93-101. ⟨10.1016/j.patrec.2014.05.015⟩. ⟨hal-00877144v3⟩

Jesus Angulo. Riemannian L p Averaging on Lie Group of Nonzero Quaternions. Advances in Applied Clifford Algebras, Springer Verlag, 2014, 24 (2), pp.355-382. ⟨10.1007/s00006-013-0432-2⟩. ⟨hal-00789164v3⟩

Jesus Angulo. Structure Tensor Image Filtering using Riemannian L_1 and L_∞ Center-of-Mass. Image Analysis and Stereology, International Society for Stereology, 2014, 33 (2), pp.95-105. ⟨10.5566/ias.v33.p95-105⟩. ⟨hal-00877193v2⟩

Juan C Muñoz-García, M José García-Jiménez, Paula Carrero, Angeles Canales, Jesús Jiménez-Barbero, et al.. Importance of the polarity of the glycosaminoglycan chain on the interaction with FGF-1.. Glycobiology, Oxford University Press (OUP), 2014, 24 (11), pp.1004-1009. ⟨10.1093/glycob/cwu071⟩. ⟨hal-01065053⟩

Santiago Velasco-Forero, Jesus Angulo. Classification of hyperspectral images by tensor modeling and additive morphological decomposition. Pattern Recognition, Elsevier, 2013, 46 (2), pp.566-577. ⟨10.1016/j.patcog.2012.08.011⟩. ⟨hal-00751338⟩

Jesus Angulo. Morphological bilateral filtering. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2013, 6 (3), pp.1790-1822. ⟨10.1137/110844258⟩. ⟨hal-00789160v2⟩

Sandra Morales, Valery Naranjo, Jesus Angulo, Mariano Alcañiz. Automatic detection of optic disc based on PCA and mathematical morphology. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2013, 32 (4), pp.786-796. ⟨10.1109/TMI.2013.2238244⟩. ⟨hal-00833532⟩

Santiago Velasco-Forero, Jesus Angulo, Pierre Soille. Conditional toggle mappings: principles and applications. Journal of Mathematical Imaging and Vision, Springer Verlag, 2013, pp.1-12. ⟨10.1007/s10851-013-0429-4⟩. ⟨hal-00797378⟩

Norbert Varga, Ieva Sutkeviciute, Cinzia Guzzi, John Mcgeagh, Isabelle Petit-Härtlein, et al.. Selective targeting of dendritic cell-specific intercellular adhesion molecule-3-grabbing nonintegrin (DC-SIGN) with mannose-based glycomimetics: synthesis and interaction studies of bis(benzylamide) derivatives of a pseudomannobioside.. Chemistry - A European Journal, Wiley-VCH Verlag, 2013, 19 (15), pp.4786-97. ⟨10.1002/chem.201202764⟩. ⟨hal-01326105⟩

Michel Thépaut, Cinzia Guzzi, Ieva Sutkeviciute, Sara Sattin, Renato Ribeiro-Viana, et al.. Structure of a glycomimetic ligand in the carbohydrate recognition domain of C-type lectin DC-SIGN. Structural requirements for selectivity and ligand design.. Journal of the American Chemical Society, American Chemical Society, 2013, 135 (7), pp.2518-29. ⟨10.1021/ja3053305⟩. ⟨hal-01326101⟩

Kevin Bernard, Yuliya Tarabalka, Jesus Angulo, Jocelyn Chanussot, Jon Atli Benediktsson. Spectral-Spatial Classification of Hyperspectral Data based on a Stochastic Minimum Spanning Forest Approach. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2012, 21 (4), pp.2008-2021. ⟨10.1109/TIP.2011.2175741⟩. ⟨hal-00728498⟩

Santiago Velasco-Forero, Jesus Angulo. Random projection depth for multivariate mathematical morphology. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2012, 6 (7), pp.753-763. ⟨10.1109/JSTSP.2012.2211336⟩. ⟨hal-00751347⟩

Jorge Larrey-Ruiz, Rafael Verdu-Monedero, Juan Morales-Sanchez, Jesus Angulo. Frequency domain regularization of d-dimensional structure tensor-based directional fields. Image and Vision Computing, Elsevier, 2011, 29 (9), pp.620-630. ⟨10.1016/j.imavis.2011.06.004⟩. ⟨hal-00658942⟩

Santiago Velasco-Forero, Jesus Angulo. Supervised Ordering in Rp : Application to Morphological Processing of Hyperspectral Images. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2011, 20 (11), pp.3301 - 3308. ⟨10.1109/TIP.2011.2144611⟩. ⟨hal-00833508⟩

Jacques Klossa, Sylvie Daliphard, Xavier Toussard, Philippe Veilh, Michel Manfait, et al.. La biophotonique au service de l'identification de marqueurs pronostiques intracellulaires. Innovation and Research in BioMedical engineering, Elsevier Masson, 2011, 32 (2), pp.72-75. ⟨10.1016/j.irbm.2011.01.039⟩. ⟨hal-00831767⟩

Jesus Angulo. Hypercomplex mathematical morphology. Journal of Mathematical Imaging and Vision, Springer Verlag, 2011, 41 (1-2), pp.86-108. ⟨10.1007/s10851-011-0266-2⟩. ⟨hal-00658912⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. Fast computation of all pairs of geodesic distances. Image Analysis and Stereology, International Society for Stereology, 2011, 30 (2), pp.101-109. ⟨10.5566/ias.v30.p101-109⟩. ⟨hal-00658907v2⟩

Rafael Verdu-Monedero, Jesus Angulo, Jean Serra. Anisotropic morphological filters with spatially-variant structuring elements based on image-dependent gradient fields. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2011, 20 (1), pp.Article number 5504218, Pages 200-212. ⟨10.1109/TIP.2010.2056377⟩. ⟨hal-00658974⟩

Jesus Angulo, Santiago Velasco-Forero. Structurally adaptive mathematical morphology based on nonlinear scale-space decompositions. Image Analysis and Stereology, International Society for Stereology, 2011, 30 (2), pp.111-122. ⟨10.5566/ias.v30.p111-122⟩. ⟨hal-00658903⟩

Jesus Angulo. Geometric Algebra Colour Image Representations And Derived Total Orderings For Morphological Operators-Part I: Colour Quaternions. Journal of Visual Communication and Image Representation, Elsevier, 2010, 21 (1), pp.33-48. ⟨10.1016/j.jvcir.2009.10.002⟩. ⟨hal-00835974⟩

Miguel Ángel Luengo-Oroz, Emmanuel Faure, Jesus Angulo. Robust Iris Segmentation on Uncalibrated Noisy Images Using Mathematical Morphology. Image and Vision Computing, Elsevier, 2010, 28 (2), pp.278-284. ⟨10.1016/j.imavis.2009.04.018⟩. ⟨hal-00836060⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images. International Journal of Remote Sensing, Taylor & Francis, 2010, 31 (22), pp.5895-5920. ⟨10.1080/01431161.2010.512314⟩. ⟨hal-00836063⟩

Miguel Angel Luengo-Oroz, Jesus Angulo. Cyclic mathematical morphology in polar-logarithmic representation. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2009, 18 (5), pp.1090-1096. ⟨10.1109/TIP.2009.2013078⟩. ⟨hal-00835942⟩

Jesus Angulo. Polar Modelling And Segmentation Of Genomic Microarray Spots Using Mathematical Morphology. Image Analysis and Stereology, International Society for Stereology, 2008, 27 (2), pp.107-124. ⟨10.5566/ias.v27.p107-124⟩. ⟨hal-00830720⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. Morphological segmentation of hyperspectral images. Image Analysis and Stereology, International Society for Stereology, 2007, 26 (3), pp.101-109. ⟨10.5566/ias.v26.p101-109⟩. ⟨hal-01220414v2⟩

Frédéric Lemaire, Céline A Mandon, Julien Reboud, Alexandre Papine, Jesus Angulo, et al.. Toxicity assays in nanodrops combining bioassay and morphometric endpoints.. PLoS ONE, Public Library of Science, 2007, 2 (1), pp.e163. ⟨10.1371/journal.pone.0000163⟩. ⟨hal-00193387⟩

Jesus Angulo, Jean Serra. Modelling and segmentation of colour images in polar representations. Image and Vision Computing, Elsevier, 2007, 25 (4), pp.475-495. ⟨10.1016/j.imavis.2006.07.018⟩. ⟨hal-00621981⟩

Jesus Angulo. Hierarchical Laplacian and Its Spectrum in Ultrametric Image Processing. International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing ISMM 2019, Jul 2019, Saarbrücken, Germany. pp.29-40, ⟨10.1007/978-3-030-20867-7_3⟩. ⟨hal-02436474⟩

Jesus Angulo. Minkowski Sum of Ellipsoids and Means of Covariance Matrices. International Conference on Geometric Science of Information GSI 2019, Aug 2019, Toulouse, France. pp.107-115, ⟨10.1007/978-3-030-26980-7_12⟩. ⟨hal-02436451⟩

Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesus Angulo. Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨hal-02071450v2⟩

Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesus Angulo, Isabelle Bloch. Part-based approximations for morphological operators using asymmetric auto-encoders. International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨hal-02071470v2⟩

Samy Blusseau, Santiago Velasco-Forero, Jesus Angulo, Isabelle Bloch. TROPICAL AND MORPHOLOGICAL OPERATORS FOR SIGNALS ON GRAPHS. 2018 25th IEEE International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece. ⟨10.1109/ICIP.2018.8451395⟩. ⟨hal-01799029v2⟩

Joris Corvo, Jesus Angulo, Josselin Breugnot, Sylvie Bordes, Brigitte Closs. Morphological Texture Description from Multispectral Skin Images in Cosmetology. 13th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, May 2017, Fontainebleau, France. pp.443 - 477, ⟨10.1007/978-3-319-57240-6_38⟩. ⟨hal-01536371⟩

Jesus Angulo, Santiago Velasco-Forero. Morphological Semigroups and Scale-Spaces on Ultrametric Spaces. 13th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, May 2017, Fontainebleau, France. pp.28-39, ⟨10.1007/978-3-319-57240-6_3⟩. ⟨hal-01536368⟩

Bangalore Ravi Kiran, Bogdan Stanciulescu, Jesus Angulo. Unsupervised clustering of hyperspectral images of brain tissues by hierarchical non-negative matrix factorization. BIOIMAGING 2016, Feb 2016, Rome, Italy. pp.8, ⟨10.5220/0005697600770084⟩. ⟨hal-01280453⟩

Gianni Franchi, Jesus Angulo, Dino Sejdinovic. Hyperspectral Image Classification with Support Vector Machines on Kernel Distribution Embeddings. 2016 IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532688⟩. ⟨hal-01446988⟩

Gianni Franchi, Jesus Angulo. A deep spatial/spectral descriptor of hyperspectral texture using scattering transform. 2016 IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7533024⟩. ⟨hal-01446966⟩

Bruno Figliuzzi, Michel Bilodeau, Jesus Angulo, Santiago Velasco-Forero. A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra. Advanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Oct 2016, Leecy, Italy. pp.263--274, ⟨10.1007/978-3-319-48680-2_24⟩. ⟨hal-01425738⟩

Shu Hui Ham, Morgan Ferie, Cédric Carteret, Gabriel Fricout, Jesus Angulo. HYPERSPECTRAL IMAGING AS AN ANALYTICAL TOOL FOR THIN SINGLE AND MULTILAYER OXIDES CHARACTERIZATION. 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Aug 2016, Los Angeles, France. ⟨10.1109/WHISPERS.2016.8071737⟩. ⟨hal-01688896⟩

Joris Corvo, Jesus Angulo, Josselin Breugnot, Sylvie Bordes, Brigitte Closs. Common reduced spaces of representation applied to multispectral texture analysis in cosmetology. Multimodal Biomedical Imaging XI, SPIE, Feb 2016, San Francisco, United States. ⟨10.1117/12.2212508⟩. ⟨hal-01446955⟩

Frédéric Barbaresco, Thibault Forget, Emmanuel Chevallier, Jesus Angulo. Doppler spectrum segmentation of radar sea clutter by mean-shift and information geometry metric. 17th International Radar Symposium (IRS'16) , May 2016, Krakow, Poland. pp.1 - 6, ⟨10.1109/IRS.2016.7497314⟩. ⟨hal-01536373⟩

Emmanuel Chevallier, Ivar Farup, Jesus Angulo. Histograms of images valued in the manifold of colours endowed with perceptual metrics. Second International Conference on Networked Geometric Science of Information, GSI 2015, Oct 2015, Palaiseau, France. ⟨10.1007/978-3-319-25040-3_81⟩. ⟨hal-01121213⟩

Jesus Angulo. ( max , min )-convolution and Mathematical Morphology. 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.485-496, ⟨10.1007/978-3-319-18720-4_41⟩. ⟨hal-01257501⟩

Jesus Angulo. Morphological PDE and dilation/erosion semigroups on length spaces. 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.509-521, ⟨10.1007/978-3-319-18720-4_43⟩. ⟨hal-01108145v3⟩

Emmanuel Chevallier, Augustin Chevallier, Jesus Angulo. N-ary Mathematical Morphology. International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, 2015, Re, Iceland. pp.339-350, ⟨10.1007/978-3-319-18720-4_29⟩. ⟨hal-01104191⟩

Emmanuel Chevallier, Frédéric Barbaresco, Jesus Angulo. Probability density estimation on the hyperbolic space applied to radar processing. International Conference on Networked Geometric Science of Information, Oct 2015, Palaiseau, France. pp.753-761, ⟨10.1007/978-3-319-25040-3_80⟩. ⟨hal-01121090⟩

Gianni Franchi, Jesus Angulo. Quantization of hyperspectral image manifold using probabilistic distances. International Conference on Networked Geometric Science of Information, Oct 2015, Palaiseau, France. ⟨10.1007/978-3-319-25040-3_44⟩. ⟨hal-01121104⟩

Gianni Franchi, Jesus Angulo. Ordering on the probability simplex of endmembers for hyperspectral morphological image processing. International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, 2015, Reykjavik, Iceland. pp.410-421, ⟨10.1007/978-3-319-18720-4_35⟩. ⟨hal-01104250v2⟩

Santiago Velasco-Forero, Jesus Angulo. Nonlinear operators on graphs via stacks. Geometric Science of Information, Oct 2015, Palaiseau, France. pp.654-663, ⟨10.1007/978-3-319-25040-3_70⟩. ⟨hal-01110976⟩

Jesus Angulo. Statistical Gaussian Model of Image Regions in Stochastic Watershed Segmentation. Second International Conference on Geometric Science of Information, Oct 2015, Palaiseau, France. pp.396-405, ⟨10.1007/978-3-319-25040-3_43⟩. ⟨hal-01134047v2⟩

Jesus Angulo. Morphological Scale-Space Operators for Images Supported on Point Clouds. 5th International Conference on Scale Space and Variational Methods in Computer Vision, Jun 2015, Lège-Cap Ferret, France. ⟨10.1007/978-3-319-18461-6_7⟩. ⟨hal-01108141v3⟩

Gianni Franchi, Jesus Angulo. Bagging Stochastic Watershed on Natural Color Image Segmentation. International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, 2015, Reykjavik, Iceland. pp.422-433, ⟨10.1007/978-3-319-18720-4_36⟩. ⟨hal-01104256⟩

Emmanuel Chevallier, Augustin Chevallier, Jesus Angulo. Computing Histogram of Tensor Images using Orthogonal Series Density Estimation and Riemannian Metrics. 22nd International Conference on Pattern Recognition (ICPR), 2014, Aug 2014, Stockholm, Sweden. ⟨10.1109/ICPR.2014.165⟩. ⟨hal-00941147v2⟩

Gianni Franchi, Jesus Angulo. Comparative study on morphological principal component analysis of hyperspectral images. Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 6th Workshop on, Jun 2014, Lausanne, Switzerland. ⟨hal-01256947⟩

Fernando López-Mir, Valery Naranjo, Sandra Morales, Jesus Angulo. Probability density function of object contours using regional regularized stochastic watershed. IEEE International Conference on Image Processing (ICIP'2014 ) , Oct 2014, Paris, France. pp.4762 - 4766, ⟨10.1109/ICIP.2014.7025965⟩. ⟨hal-01536377⟩

Sandra Morales, Valery Naranjo, Jesus Angulo, Fernando López-Mir, Mariano Alcañiz. DETERMINATION OF RETINAL NETWORK SKELETON THROUGH MATHEMATICAL MORPHOLOGY. 22nd European Signal Processing Conference (EUSIPCO'2014), Sep 2014, Lisbon, Portugal. ⟨hal-01536379⟩

Gianni Franchi, Jesus Angulo. Spatially-variant area openings for reference-driven adaptive contour preserving filtering. 2014 22nd International Conference on Pattern Recognition (ICPR), , Aug 2014, Stockholm, Sweden. ⟨10.1109/ICPR.2014.189⟩. ⟨hal-00926681⟩

Jonathan Masci, Jesus Angulo, Jürgen Schmidhuber. A Learning Framework for Morphological Operators using Counter-Harmonic Mean. 11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.329-340, ⟨10.1007/978-3-642-38294-9_28⟩. ⟨hal-00834523⟩

Santiago Velasco-Forero, Jesus Angulo. On Nonlocal Mathematical Morphology. 11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.219-230, ⟨10.1007/978-3-642-38294-9_19⟩. ⟨hal-00834641⟩

Jorge Larrey-Ruiz, Rafael Verdu-Monedero, Juan Morales-Sanchez, Jesus Angulo. Towards Morphological Image Regularization Using the Counter-Harmonic Mean. 11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.317-328, ⟨10.1007/978-3-642-38294-9_27⟩. ⟨hal-00834680⟩

Santiago Velasco-Forero, Jesus Angulo. Supervised Morphology for Structure Tensor-Valued Images Based on Symmetric Divergence Kernels. First International Conference on Geometric Science of Information (GSI'2013), Aug 2013, Paris, France. pp.543 - 550, ⟨10.1007/978-3-642-40020-9_60⟩. ⟨hal-01536382⟩

Jesus Angulo, Santiago Velasco-Forero. Stochastic Morphological Filtering and Bellman-Maslov Chains. 11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.171-182, ⟨10.1007/978-3-642-38294-9_15⟩. ⟨hal-00834635⟩

Jesus Angulo, Santiago Velasco-Forero. Mathematical Morphology for Real-Valued Images on Riemannian Manifolds. 11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.279-291, ⟨10.1007/978-3-642-38294-9_24⟩. ⟨hal-00834667⟩

Jesus Angulo, Santiago Velasco-Forero. Complete Lattice Structure of Poincaré Upper-Half Plane and Mathematical Morphology for Hyperbolic-Valued Images. First International Conference on Geometric Science of Information (GSI'2013), Aug 2013, Paris, France. pp.535 - 542, ⟨10.1007/978-3-642-40020-9_59⟩. ⟨hal-01536381⟩

Joana Frontera-Pons, Jesus Angulo. Supervised morphological target detection from polarimetric Stokes vectors images. 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2012), Jun 2012, Shangai, China. 4 p., ⟨10.1109/WHISPERS.2012.6874334⟩. ⟨hal-00783115⟩

Guillaume Thibault, Jesus Angulo. Efficient statistical/morphological cell texture characterization and classification. 21th International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan. pp.2440-2443. ⟨hal-00834446⟩

El Hadji Samba Diop, Jesus Angulo. Spatially adaptive PDEs for robust image sharpening. 19th IEEE International Conference on Image Processing (ICIP), Sep 2012, Lake Buena Vista, United States. pp.949-952, ⟨10.1109/ICIP.2012.6467018⟩. ⟨hal-00834439⟩

Joana Frontera-Pons, Jesus Angulo. Morphological operators for images valued on the sphere. 2012 19th IEEE International Conference on Image Processing (ICIP 2012), Sep 2012, Lake Buena Vista, United States. pp.113-116, ⟨10.1109/ICIP.2012.6466808⟩. ⟨hal-00783122⟩

Joana Frontera-Pons, Jesus Angulo. Local supremum/infimum on the sphere and mathematical morphology for images valued on the sphere. AGACSE 2012, Jul 2012, La Rochelle, France. 13 p. ⟨hal-00783119⟩

Kevin Bernard, Yuliya Tarabalka, Jesus Angulo, Jocelyn Chanussot, Jon Atli Benediktsson. A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. 18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.1265-1268, ⟨10.1109/ICIP.2011.6115664⟩. ⟨hal-00833516⟩

Jesus Angulo. Non-linearization of free Schrödinger equation and pseudo-morphological complex diffusion operators. 18th IEEE International Conference on Image Processing (ICIP), Sep 2011, Bruxelles, Belgium. pp.73-76, ⟨10.1109/ICIP.2011.6116660⟩. ⟨hal-00834436⟩

Jesus Angulo, Rafael Verdu-Monedero, Juan Morales-Sanchez. Multiscale local multiple orientation estimation using mathematical morphology and B-spline interpolation. 7th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2011, Dubrovnik, Croatia. pp.575-578. ⟨hal-00834492⟩

Santiago Velasco-Forero, Jesus Angulo. Mathematical morphology for vector images using statistical depth. 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.355-366, ⟨10.1007/978-3-642-21569-8_31⟩. ⟨hal-00658951⟩

Guillaume Thibault, Jesus Angulo, Fernand Meyer. Advanced statistical matrices for texture characterization: Application to DNA chromatin and microtubule network classification. 18th IEEE International Conference on Image Processing (ICIP), Sep 2011, Bruxelles, Belgium. pp.53-57, ⟨10.1109/ICIP.2011.6116401⟩. ⟨hal-00833529⟩

Jesus Angulo, Santiago Velasco-Forero. Sparse mathematical morphology using non-negative matrix factorization. 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.1-12, ⟨10.1007/978-3-642-21569-8_1⟩. ⟨hal-00658963⟩

Serge Koudoro, Santiago Velasco-Forero, Jesus Angulo. MORPHOLOGICAL SNOWFLAKES FOR ROBUST NONLINEAR FILTERING. ICS, Oct 2011, China. ⟨hal-00904221⟩

Jesus Angulo. Morphological bilateral filtering and spatially-variant adaptive structuring functions. 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.212-223, ⟨10.1007/978-3-642-21569-8_19⟩. ⟨hal-00658950⟩

Santiago Velasco-Forero, Jesus Angulo. Geodesic Depth For Description, Retrieval Of 2D/3D Shapes. 13th International Congress of Stereology (ICS-13), Oct 2011, Pekin, China. ⟨hal-00903863⟩

Jesus Angulo. Parabolic Nonlinear Laplacian: Morphological Counterpart Of Laplacian Of Gaussian. 13th International Congress of Stereology (ICS-13), Oct 2011, Pekin, China. ⟨hal-00903867⟩

Fernando López-Mir, Valery Naranjo, Jesus Angulo, Eliseo Villanueva, Mariano Alcañiz, et al.. Aorta segmentation using the watershed algorithm for an augmented reality system in laparoscopic surgery. 18th IEEE International Conference on Image Processing (ICIP), Sep 2011, Bruxelles, Belgium. pp.2649-2652, ⟨10.1109/ICIP.2011.6116211⟩. ⟨hal-00834437⟩

Jesus Angulo, Delphine Reberioux, Guillaume Thibault, Chantal Etiévant, Fernand Meyer. Self-normalization of cell images in multifocus quantitative fluoresence. 13th International Congress of Stereology (ICS-13), Oct 2011, Pekin, China. ⟨hal-00903870⟩

Jesus Angulo, Santiago Velasco-Forero. Structurally adaptive mathematical morphology on nonlinear scale-space representations. 17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.121-124, ⟨10.1109/ICIP.2010.5651969⟩. ⟨hal-00834432⟩

Santiago Velasco-Forero, Jesus Angulo. Hit-or-miss transform in multivariate images. 12th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2010, Dec 2010, Sydney, Australia. pp.452-463, ⟨10.1007/978-3-642-17688-3_42⟩. ⟨hal-00834487⟩

Rafael Verdu-Monedero, Jesus Angulo, Jorge Larrey-Ruiz, Juan Morales-Sanchez. Comparison of orientated and spatially variant morphological filters vs mean/median filters for adaptive image denoising. 17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.113-116, ⟨10.1109/ICIP.2010.5651909⟩. ⟨hal-00834435⟩

Jesus Angulo. Pseudo-morphological Image Diffusion Using the Counter-Harmonic Paradigm. 12th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2010, Dec 2010, Sydney, Australia. pp.426-437, ⟨10.1007/978-3-642-17688-3_40⟩. ⟨hal-00834485⟩

Santiago Velasco-Forero, Jesus Angulo. Parameters Selection Of Morphological Scale-Space Decomposition For Hyperspectral Images Using Tensor Modeling. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, May 2010, Orlando, United States. 12 p., ⟨10.1117/12.850171⟩. ⟨hal-00834484⟩

Santiago Velasco-Forero, Jesus Angulo. Spatial Structures Detection In Hyperspectral Images Using Mathematical Morphology. IEEE 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS'2010), Jun 2010, Reykjavik, Iceland. pp.1-4. ⟨hal-00904100⟩

Santiago Velasco-Forero, Jesus Angulo. Morphological Processing of Hyperspectral Images Using Kriging-Based Supervised Ordering. 17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1409-1412, ⟨10.1109/ICIP.2010.5651305⟩. ⟨hal-00834434⟩

Jesus Angulo, Santiago Velasco-Forero. Semi-Supervised Hyperspectral Image Segmentation Using Regionalized Stochastic Watershed. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, May 2010, Orlando, United States. 12 p., ⟨10.1117/12.850187⟩. ⟨hal-00834482⟩

Santiago Velasco-Forero, Jesus Angulo. Statistical Shape Modeling Using Morphological Representations. 20th International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3537-3540, ⟨10.1109/ICPR.2010.863⟩. ⟨hal-00834442⟩

Jesus Angulo, Santiago Velasco-Forero, Jocelyn Chanussot. Multiscale stochastic watershed for unsupervised hyperspectral image segmentation. IEEE International Geoscience And Remote Sensing Symposium 2009 (IGARSS 2009), Jul 2009, Le Cap, South Africa. pp.93-96, ⟨10.1109/IGARSS.2009.5418095⟩. ⟨hal-00449454⟩

Santiago Velasco-Forero, Jesus Angulo, Jocelyn Chanussot. Morphological image distances for hyperspectral dimensionality exploration using Kernel-PCA and ISOMAP. IEEE International Geoscience And Remote Sensing Symposium 2009 (IGARSS 2009), Jul 2009, Le Cap, South Africa. pp.III-109 - III-112, ⟨10.1109/IGARSS.2009.5418063⟩. ⟨hal-00904096⟩

Santiago Velasco-Forero, Jesus Angulo. Morphological scale-space for hyperspectral images and dimensionality exploration using tensor modeling. Hyperspectral Image and Signal Processing: Evolution in Remote Sensing:, Aug 2009, Grenoble, France. pp.1 - 4, ⟨10.1109/WHISPERS.2009.5289059⟩. ⟨hal-00458687⟩

Jesus Angulo. From Scalar-Valued Images to Hypercomplex Representations and Derived Total Orderings for Morphological Operators. 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2009, Aug 2009, Groningen, Netherlands. pp.238-249, ⟨10.1007/978-3-642-03613-2_22⟩. ⟨hal-00834036⟩

Jesus Angulo. Structure tensor of colour quaternion image representations for invariant feature extraction. Second International Workshop on Computational Color Imaging, CCIW 2009, Mar 2009, Saint-Étienne, France. pp.91-100, ⟨10.1007/978-3-642-03265-3_10⟩. ⟨hal-00834163⟩

Rafael Verdu-Monedero, Jesus Angulo, Jean Serra. Spatially-Variant Anisotropic Morphological Filters Driven By Gradient Fields. 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2009, Aug 2009, Groningen, Netherlands. pp.115-125, ⟨10.1007/978-3-642-03613-2_11⟩. ⟨hal-00834389⟩

Jesus Angulo, Fernand Meyer. Morphological exploration of shape spaces. 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2009, Aug 2009, Groningen, Netherlands. pp.226-237, ⟨10.1007/978-3-642-03613-2_21⟩. ⟨hal-00834033⟩

Jesus Angulo, Frédérique Robert-Inacio, Eric Dinet. Contour and detail detection for spatially adaptive color median filtering. CGIV 2008/MCS'08 4th European Conference on Colour in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Colour Science, Jun 2008, Terrassa - Barcelona, Spain. pp.388-393. ⟨ujm-00377658⟩

Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson, Jesus Angulo, Mathieu Fauvel. Segmentation and classification of hyperspectral data using watershed. IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.652-655, ⟨10.1109/IGARSS.2008.4779432⟩. ⟨hal-00372311⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin, D. Balvay, C. A. Cuénod. Filtering, segmentation and region classification by hyperspectral mathematical morphology of DCE-MRI series for angiogenesis imaging. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008), May 2008, Paris, France. pp.1517-1520, ⟨10.1109/ISBI.2008.4541297⟩. ⟨hal-00834030v2⟩

Jesus Angulo, Béatrice Schaack. Morphological-based adaptive segmentation and quantification of cell assays in high content screening. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008, May 2008, Paris, France. pp.360-363, ⟨10.1109/ISBI.2008.4541007⟩. ⟨hal-00833818⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. Classification-Driven Stochastic Watershed: Application to Multispectral Segmentation. CGIV 2008/MCS'08 4th European Conference on Colour in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Colour Science, Jun 2008, Terrassa - Barcelona, Spain. pp.471-476. ⟨hal-00830667⟩

Jesus Angulo, Christian Lajaunie, Michel Bilodeau, Lucio Martinelli, Françoise Le Boulaire, et al.. Preprocessing and analysis of microarray images from integrated lensless bio-photonic sensors. SPIE Photonics Europe 2008: Optical and Digital Image Processing, Apr 2008, Strasbourg, France. 12p, ⟨10.1117/12.781377⟩. ⟨hal-00569449⟩

Jesus Angulo. Quaternion Colour Representations and Derived Total Orderings for Morphological Operators. CGIV 2008/MCS'08 4th European Conference on Colour in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Colour Science, Jun 2008, Terrassa - Barcelona, Spain. pp.417-422. ⟨hal-00830666⟩

Rafael Verdu-Monedero, Jesus Angulo. Spatially-Variant Directional Mathematical Morphology Operators Based on a Diffused Average Squared Gradient Field. 10th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2008, Oct 2008, Juan les Pins, France. pp.542-553, ⟨10.1007/978-3-540-88458-3_49⟩. ⟨hal-00834032⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin, Daniel Balvay, Charles-André Cuénod. Hyperspectral mathematical morphology applied to DCE-MRI series for angiogenesis imaging. 15th European Conference on Mathematics for Industry (ECMI'2008), Jul 2008, Londres, United Kingdom. ⟨hal-00904082⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. Random Germs and Stochastic Watershed for Unsupervised Multispectral Image Segmentation. Knowledge-Based Intelligent Information and Engineering Systems: 11th International Conference, KES 2007, Sep 2007, Vietri sul Mare, Salerno, Italy. pp.17-24, ⟨10.1007/978-3-540-74829-8_3⟩. ⟨hal-01263963⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. On distances, paths and connections for hyperspectral image segmentation. International Symposium on Mathematical Morphology (ISMM 2007), Oct 2007, Rio de Janeiro, Brazil. pp.399-410. ⟨hal-01264013⟩

Samy Blusseau, I. Bloch, Y. Gousseau, S Velasco-Forero, Jesus Angulo. MATHEMATICAL MORPHOLOGY ON TENSOR IMAGES FOR FIBER ENHANCEMENT. SIAM Conference on IMAGING SCIENCE, Jun 2018, Bologna, Italy. ⟨hal-01984204⟩

Jesus Angulo, Santiago Velasco-Forero. Morphological processing of univariate Gaussian distribution-valued images based on Poincaré upper-half plane representation. Frank Nielsen. Geometric Theory of Information, Springer International Publishing, pp.331-366, 2014, Signals and Communication Technology, 978-3-319-05316-5. ⟨10.1007/978-3-319-05317-2_12⟩. ⟨hal-00795012v3⟩

Santiago Velasco-Forero, Jesus Angulo. Vector ordering and multispectral morphological image processing. Vector Ordering and Multispectral Morphological Image Processing, 11, pp.223-239, 2014, Advances in Low-Level Color Image Processing, ⟨10.1007/978-94-007-7584-8_7⟩. ⟨hal-01110207⟩

Jesus Angulo, Jocelyn Chanussot. Color and Multivariate Images. Laurent Najman and Hugues Talbot. Mathematical Morphology: From Theory to Applications, Wiley, 291-321 (Chapter 11), 2013, 9781848212152 (Print). ⟨10.1002/9781118600788.ch11⟩. ⟨hal-00834942⟩

Jesus Angulo, Sébastien Lefèvre, Olivier Lezoray. Color representation and processing in polar color spaces. Christine Fernandez-Maloigne, Frédérique Robert-Inacio, and Ludovic Macaire. Digital Color Imaging, Wiley-ISTE, 1-40 (Chapter 1), 2013, 9781848213470 (Print) / 9781118561966 (Online). ⟨10.1002/9781118561966.ch1⟩. ⟨hal-00763480⟩

Jesus Angulo. Supremum/Infimum and Nonlinear Averaging of Positive Definite Symmetric Matrices. Frank Nielsen and Rajendra Bhatia. Matrix Information Geometry, Springer, pp.3-33, 2013, 978-3-642-30231-2 (Print) / 978-3-642-30232-9 (Online). ⟨10.1007/978-3-642-30232-9_1⟩. ⟨hal-00835158⟩

Jesus Angulo, Sébastien Lefèvre, Olivier Lézoray. Représentation et traitement couleur dans des espaces polaires : intensité, teinte et saturation. Christine Fernandez-Maloigne, Ludovic Macaire et Frédérique Robert-Inacio. Imagerie numérique : Avancées et perspectives pour la couleur, Hermes Science Publications, Chapitre 1, 2012, Traité IC2 signal et image, 9782746232051. ⟨hal-00763482⟩

Jesus Angulo, Dominique Jeulin. Minisymposium Multivariate and/or Multidimensional Image Processing in Biomedical Applications. Alistair D. Fitt, John Norbury, Hilary Ockendon, and Eddie Wilson. Progress in Industrial Mathematics at ECMI 2008, Springer, pp.209-210, 2010, Mathematics in Industry, 978-3-642-12109-8. ⟨10.1007/978-3-642-12110-4_28⟩. ⟨hal-00834456⟩

Jesus Angulo, Jocelyn Chanussot. Couleur et images multi-variées. Talbot Hugues & Najman Laurent. Morphologie mathématique 2 : estimation, choix et mise en oeuvre, Hermes Science Publications, 203-236 (Chapitre 5), 2010, Traité IC2 signal et image, 9782746225930. ⟨hal-00834954⟩

Guillaume Noyel, Jesus Angulo, Dominique Jeulin. Regionalized Random Germs by a Classification for Probabilistic Watershed Application: Angiogenesis Imaging Segmentation. Alistair D. Fitt, John Norbury, Hilary Ockendon, and Eddie Wilson. Progress in Industrial Mathematics at ECMI 2008, Springer, pp.211-216, 2010, Mathematics in Industry, 978-3-642-12109-8. ⟨10.1007/978-3-642-12110-4_29⟩. ⟨hal-00834452⟩

Jesus Angulo. Nucleus Modelling And Segmentation In Cell Clusters. Alistair D. Fitt, John Norbury, Hilary Ockendon, and Eddie Wilson. Progress in Industrial Mathematics at ECMI 2008, Springer, pp.217-222, 2010, Mathematics in Industry, 978-3-642-12109-8. ⟨10.1007/978-3-642-12110-4_30⟩. ⟨hal-00834461⟩

Jesus Angulo. A Mathematical Morphology Approach to Cell Shape Analysis. Luis L. Bonilla, Miguel Moscoso, Gloria Platero, and Jose M. Vega. Progress in Industrial Mathematics at ECMI 2006, part II, Springer, pp.543-547, 2008, Mathematics in Industry, Volume 12, 978-3-540-71991-5. ⟨10.1007/978-3-540-71992-2_87⟩. ⟨hal-00833838⟩

Emmanuel Chevallier, Frédéric Barbaresco, Jesus Angulo. Kernel density estimation on the Siegel space applied to radar processing. 2016. ⟨hal-01344910v2⟩

Emmanuel Chevallier, Emmanuel Kalunga, Jesus Angulo. Kernel density estimation on spaces of Gaussian distributions and symmetric positive definite matrices. 2015. ⟨hal-01245712⟩

Jesus Angulo. Lipschitz Regularization of Images supported on Surfaces using Riemannian Morphological Operators. 2014. ⟨hal-01108130v2⟩

Emmanuel Chevallier, Jesus Angulo. The discontinuity issue of total orders on metric spaces and its consequences for mathematical morphology. 2014. ⟨hal-00948232v3⟩

Gianni Franchi, Jesus Angulo, Maxime Moreaud. Unsupervised Morphological Multiscale Segmentation of Scanning Electron Microscopy Images. 2014. ⟨hal-00939242⟩

Jesus Angulo. Morphologie mathématique et indexation d'images couleur : application à la microscopie en biomédecine. Interface homme-machine [cs.HC]. École Nationale Supérieure des Mines de Paris, 2003. Français. ⟨tel-00007524⟩

Jesus Angulo. Morphologie mathématique pour des images multi-variées . Traitement des images [eess.IV]. Université Paris-Est Marne la Vallée, 2012. ⟨tel-01535770⟩