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Picture for Santiago Velasco-Forero

Santiago Velasco-Forero

CMM

From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets


Jun 10, 2021
Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau


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Deep Random Projection Outlyingness for Unsupervised Anomaly Detection


Jun 08, 2021
Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau


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Scale Equivariant Neural Networks with Morphological Scale-Spaces


May 04, 2021
Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesus Angulo

* IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2021, May 2021, Uppsala, Sweden 

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Road Segmentation on low resolution Lidar point clouds for autonomous vehicles


May 27, 2020
Leonardo Gigli, B Ravi Kiran, Thomas Paul, Andres Serna, Nagarjuna Vemuri, Beatriz Marcotegui, Santiago Velasco-Forero

* ISPRS 2020 

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Dealing with Topological Information within a Fully Convolutional Neural Network


Jun 27, 2019
Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck

* Advanced Concepts for Intelligent Vision Systems. ACIVS 2018. Lecture Notes in Computer Science, vol 11182. Springer, Cham 
* International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2018) 

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Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks


Apr 08, 2019
Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesus Angulo

* International Symposium on Mathematical Morphology, Jul 2019, Saarbr{\"u}cken, Germany 

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Part-based approximations for morphological operators using asymmetric auto-encoders


Apr 03, 2019
Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesus Angulo, Isabelle Bloch

* International Symposium on Mathematical Morphology, Jul 2019, Saarbr{\"u}cken, Germany 

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Segmentation hiérarchique faiblement supervisée


Feb 20, 2018
Amin Fehri, Santiago Velasco-Forero, Fernand Meyer

* 26e colloque GRETSI, Sep 2017, Juan-les-Pins, France 
* in French 

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Prior-based Hierarchical Segmentation Highlighting Structures of Interest


Mar 09, 2017
Amin Fehri, Santiago Velasco-Forero, Fernand Meyer


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Automatic Selection of Stochastic Watershed Hierarchies


Sep 09, 2016
Amin Fehri, Santiago Velasco-Forero, Fernand Meyer

* in European Conference of Signal Processing (EUSIPCO), 2016, Budapest, Hungary 

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