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Learning Deep Morphological Networks with Neural Architecture Search


Jun 14, 2021
Yufei Hu, Nacim Belkhir, Jesus Angulo, Angela Yao, Gianni Franchi

* 19 pages 

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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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Some open questions on morphological operators and representations in the deep learning era


May 05, 2021
Jesus Angulo


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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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Going beyond p-convolutions to learn grayscale morphological operators


Feb 19, 2021
Alexandre Kirszenberg, Guillaume Tochon, Elodie Puybareau, Jesus Angulo


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Morphological segmentation of hyperspectral images


Oct 02, 2020
Guillaume Noyel, Jesus Angulo, Dominique Jeulin

* Image Analysis and Stereology, International Society for Stereology, 2007, 26 (3), pp.101-109 

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Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies


Oct 28, 2019
Guillaume Noyel, Jesus Angulo, Dominique Jeulin, Daniel Balvay, Charles-André Cuenod

* Image Analysis and Stereology, International Society for Stereology, 2015, 34 (1), pp.1-25 

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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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Regression and Classification by Zonal Kriging


Dec 11, 2018
Jean Serra, Jesus Angulo, B Ravi Kiran

* Technical Report 

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Hyperspectral Image Classification with Support Vector Machines on Kernel Distribution Embeddings


May 30, 2016
Gianni Franchi, Jesus Angulo, Dino Sejdinovic


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A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images


Feb 09, 2016
Guillaume Noyel, Jesus Angulo, Dominique Jeulin

* International Journal of Remote Sensing, Taylor \& Francis, 2010, 31 (22), pp.5895-5920 

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On distances, paths and connections for hyperspectral image segmentation


Feb 02, 2016
Guillaume Noyel, Jesus Angulo, Dominique Jeulin

* Proceedings of the 8th International Symposium on Mathematical Morphology: Volume 1, pp.399-410, 2007, 978-85-17-00032-5 

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