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Santiago VELASCO-FORERO


Article dans une revue21 documents

  • Elia Thompson, Silvia Biasotti, Andrea Giachetti, Claudio Tortorici, Naoufel Werghi, et al.. SHREC'20 track: Retrieval of digital surfaces with similar geometric reliefs. Computers and Graphics, Elsevier, 2020, 91, pp.199-218. ⟨10.1016/j.cag.2020.07.011⟩. ⟨hal-02916788⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Combinatorial space of watershed hierarchies for image characterization. Pattern Recognition Letters, Elsevier, 2020, 129, pp.41-47. ⟨10.1016/j.patrec.2019.11.002⟩. ⟨hal-02430341⟩
  • Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui. On minimum spanning tree streaming for hierarchical segmentation. Pattern Recognition Letters, Elsevier, 2020, 138, pp.155-162. ⟨10.1016/j.patrec.2020.07.006⟩. ⟨hal-02909738⟩
  • 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⟩
  • Tao Ku, Remco Veltkamp, Bas Boom, David Duque-Arias, Santiago Velasco-Forero, et al.. SHREC 2020 Track: 3D Point Cloud Semantic Segmentation for Street Scenes. Computers and Graphics, Elsevier, 2020. ⟨hal-03007281⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Prior-based Hierarchical Segmentation Highlighting Structures of Interest. Mathematical Morphology - Theory and Applications, De Gruyter 2019, 3, pp.29 - 44. ⟨10.1515/mathm-2019-0002⟩. ⟨hal-02430333⟩
  • Silvia Biasotti, E. Moscoso Thompson, Loc Barthe, Stefano Berretti, A. Giachetti, et al.. SHREC'18 track: Recognition of geometric patterns over 3D models. Eurographics Workshop on 3D Object Retrieval, 2018, ⟨10.2312/3dor.20181055⟩. ⟨hal-01774423⟩
  • Borja Millan, Santiago Velasco-Forero, Arturo Aquino, Javier Tardaguila. On-the-Go Grapevine Yield Estimation Using Image Analysis and Boolean Model. Journal of Sensors, Hindawi Publishing Corporation, 2018, 2018, pp.1-14. ⟨hal-01957089⟩
  • E. Moscoso Thompson, C Tortorici, N Werghi, S Berretti, Santiago Velasco-Forero, et al.. SHREC'18 track: Retrieval of gray patterns depicted on 3D models. Eurographics Workshop on 3D Object Retrieval, 2018. ⟨hal-01774421⟩
  • David Trafimow, Valentin Amrhein, Corson Areshenkoff, Carlos Barrera-Causil, Eric Beh, et al.. Manipulating the Alpha Level Cannot Cure Significance Testing. Frontiers in Psychology, Frontiers, 2018, 9, ⟨10.3389/fpsyg.2018.00699⟩. ⟨hal-01957088⟩
  • Jesus Angulo, Santiago Velasco-Forero. Non-Negative Sparse Mathematical Morphology. Advances in Imaging and Electron Physics, Elsevier, 2017, 202, pp.1-37. ⟨hal-01688716⟩
  • Santiago Velasco-Forero, Marcus Chen, Alvina Goh, Sze Kim Pang. Comparative Analysis of Covariance Matrix Estimation for Anomaly Detection in Hyperspectral Images. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2015, pp.1-11. ⟨10.1109/JSTSP.2015.2442213⟩. ⟨hal-01159878⟩
  • S Biasotti, A Cerri, M Aono, A Ben Hamza, V Garro, et al.. Retrieval and classification methods for textured 3D models: a comparative study. Visual Computer, Springer Verlag, 2015, 32 (2), pp.217-241. ⟨10.1007/s00371-015-1146-3⟩. ⟨hal-01250277⟩
  • 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⟩
  • Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille. Local Mutual Information for Dissimilarity-Based Image Segmentation. Journal of Mathematical Imaging and Vision, Springer Verlag, 2014, 48 (3), pp.625-644. ⟨hal-01110199⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩

Communication dans un congrès40 documents

  • Leonardo Gigli, B Ravi Kiran, Thomas Paul, Andrés Serna, Nagarjuna Vemuri, et al.. Road Segmentation on low resolution Lidar point clouds for autonomous vehicles. XXIV International Society for Photogrammetry and Remote Sensing Congress, Aug 2020, Nice, France. ⟨hal-02909741⟩
  • D Duque-Arias, Santiago Velasco-Forero, Francois Goulette, Jean-Emmanuel Deschaud, Beatriz Marcotegui. A graph-based color lines model for image analysis. International Conference on Image Analysis and Processing, Sep 2019, Trento, Italy. ⟨10.1007/978-3-030-30645-8_17⟩. ⟨hal-02182477v2⟩
  • Yang Xiao, Etienne Decencière, Santiago Velasco-Forero, Hélène Burdin, Thomas Bornschlögl, et al.. A new color augmentation method for deep learning segmentation of histological images. 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venise, France. ⟨hal-02167903⟩
  • 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⟩
  • 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⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Characterizing Images by the Gromov-Hausdorff Distances Between Derived Hierarchies. International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece. ⟨hal-01823866⟩
  • Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, et al.. Dealing with Topological Information within a Fully Convolutional Neural Network. Advanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2018, Poitiers, France. ⟨hal-01877624⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Characterizing Images by the Gromov-Hausdorff Distances Between Derived Hierarchies. 2018 25th IEEE International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece. ⟨hal-01986192⟩
  • Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui. ON MINIMUM SPANNING TREE STREAMING FOR IMAGE ANALYSIS. 25th IEEE International Conference on Image Processing (ICIP 2018), IEEE, Oct 2018, Athènes, Greece. ⟨10.1109/ICIP.2018.8451715⟩. ⟨hal-01985579⟩
  • 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⟩
  • 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⟩
  • Silvia Biasotti, E. Moscoso Thompson, M. Aono, A. Ben Hamza, B. Bustos, et al.. Shrec'17 Track: Retrieval of surfaces with similar relief patterns. 10th Eurographics Workshop on 3D Object Retrieval, Apr 2017, Lyon, France. ⟨hal-01500436⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Prior-based Hierarchical Segmentation Highlighting Structures of Interest. International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. ⟨hal-01484281⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Segmentation hiérarchique faiblement supervisée. 26e colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-01711811⟩
  • F. A. Limberger, R. C. Wilson, M. Aono, N. Audebert, A. Boulch, et al.. SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys. 10th Eurographics workshop on 3D Object retrieval, Apr 2017, Lyon, France. pp.1 - 11. ⟨hal-01500459⟩
  • Amin Fehri, Santiago Velasco-Forero, Fernand Meyer. Automatic Selection of Stochastic Watershed Hierarchies. European Conference of Signal Processing (EUSIPCO), 2016, Budapest, Hungary. ⟨hal-01361512⟩
  • A Giachetti, F Fornasa, F Parezzan, A Saletti, L Zambaldo, et al.. Shrec'16 Track: Retrieval of Human Subjects from Depth Sensor Data. Eurographics Workshop on 3D Object Retrieval, Eurographics, May 2016, Lisbon, Portugal. pp.1-6. ⟨hal-01314067⟩
  • 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⟩
  • D Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero. Deep learning for studies of galaxy morphology. IAU Symposium 325 on Astroinformatics, Oct 2016, Sorrente, Italy. pp.191 - 196, ⟨10.1017/S1743921317000552⟩. ⟨hal-01535506⟩
  • Marcus Chen, Santiago Velasco-Forero, Ivor Tsang, Tat-Jen Cham. Objects co-segmentation: Propagated from simpler images. Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, Apr 2015, South Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178257⟩. ⟨hal-01250264⟩
  • 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⟩
  • Santiago Velasco-Forero. Inner-Cheeger Opening and Applications. Mathematical Morphology and Its Applications to Signal and Image Processing, May 2015, Reykjavik, Iceland. ⟨10.1007/978-3-319-18720-4_7⟩. ⟨hal-01250280⟩
  • Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean-Philippe Ovarlez, et al.. Robust anomaly detection in hyperspectral imaging. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩. ⟨hal-01010418⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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, 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩

Chapitre d'ouvrage2 documents