Poster Abstract: ST AIoT Craft - A No-Code / Low-Code Cloud Solution for Edge AI Management in Smart Sensors.

Alberto Villa Mahesh Chowdhary Swapnil Sayan Saha Mridupawan Das Jana Scukova Miroslav Batek Lisa Trollo Davide Sergi Davide Aliprandi Alberto Villa Andrea Palmieri Mohammed Maher Jouini Daniele Alfonso Diego Melpignano Poster Abstract: ST AIoT Craft - A No-Code / Low-Code Cloud Solution for Edge AI Management in Smart Sensors. 636-637 2025 SenSys https://doi.org/10.1145/3715014.3724045 conf/sensys/2025 db/conf/sensys/sensys2025.html#ChowdharySDSBTS25 Marco Tarabini Marco Marinoni Matteo Mascetti Pietro Marzaroli Francesco Corti Hermes Giberti Alberto Villa Paolo Mascagni Monitoring the human posture in industrial environment: A feasibility study. 1-6 2018 SAS https://doi.org/10.1109/SAS.2018.8336710 conf/sas2/2018 db/conf/sas2/sas2018.html#TarabiniMMMCGVM18

Alberto Villa Lorenzo Iannini Davide Giudici Andrea Monti-Guarnieri Stefano Tebaldini Calibration of SAR Polarimetric Images by Means of a Covariance Matching Approach. 674-686 2015 53 IEEE Trans. Geosci. Remote. Sens. 2 https://doi.org/10.1109/TGRS.2014.2326955 https://www.wikidata.org/entity/Q107527369 db/journals/tgrs/tgrs53.html#VillaIGGT15

Filip Andren Felix Lehfuss Peter Jonke Thomas I. Strasser Evangelos Rikos Panos Kotsampopoulos Panayiotis Moutis Federico Belloni Carlo Sandroni Carlo Tornelli Alberto Villa Anastasia Krusteva Rad Stanev DERri Common Reference Model for Distributed Energy Resources - modeling scheme, reference implementations and validation of results. 378-385 2014 131 Elektrotech. Informationstechnik 8 https://doi.org/10.1007/s00502-014-0231-z db/journals/ei/ei131.html#AndrenLJSRKMBSTVKS14

Mathieu Fauvel Jocelyn Chanussot Jón Atli Benediktsson Alberto Villa Parsimonious Mahalanobis kernel for the classification of high dimensional data. 845-854 2013 46 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2012.09.009 https://www.wikidata.org/entity/Q61451860 db/journals/pr/pr46.html#FauvelCBV13

Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Christian Jutten R. Dambreville Unsupervised methods for the classification of hyperspectral images with low spatial resolution. 1556-1568 2013 46 Pattern Recognit. 6 https://doi.org/10.1016/j.patcog.2012.10.030 https://www.wikidata.org/entity/Q61451884 db/journals/pr/pr46.html#VillaCBJD13

Alberto Villa Lorenzo Iannini Davide Giudici Andrea Monti-Guarnieri Stefano Tebaldini Andrea Recchia On the calibration of polarimetric SAR data with a numerical method. 4511-4514 2013 IGARSS https://doi.org/10.1109/IGARSS.2013.6723838 https://www.wikidata.org/entity/Q107527401 conf/igarss/2013 db/conf/igarss/igarss2013.html#VillaIGGTR13

Giorgio A. Licciardi Alberto Villa Mauro Dalla Mura Lorenzo Bruzzone Jocelyn Chanussot Jón Atli Benediktsson Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. 71-79 2012 5 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 1 https://doi.org/10.1109/JSTARS.2012.2184269 https://www.wikidata.org/entity/Q60392861 db/journals/staeors/staeors5.html#LicciardiVMBCB12

Inmaculada Dopido Alberto Villa Antonio Plaza Paolo Gamba A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification. 421-435 2012 5 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2 https://doi.org/10.1109/JSTARS.2011.2176721 https://www.wikidata.org/entity/Q62017806 db/journals/staeors/staeors5.html#DopidoVPG12

Alberto Villa Davide Giudici Davide D'Aria Andrea Recchia Nuno Miranda Antenna model refinement technique from SAR data: A study on the ENVISAT ASAR instrument. 4517-4520 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6350466 conf/igarss/2012 db/conf/igarss/igarss2012.html#VillaGDRM12 Giorgio Licciardi Alberto Villa Muhammad Murtaza Khan Jocelyn Chanussot Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps. 7290-7293 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6351978 conf/igarss/2012 db/conf/igarss/igarss2012.html#LicciardiVKC12

Mathieu Fauvel Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data http://arxiv.org/abs/1206.4481 2012 CoRR abs/1206.4481 db/journals/corr/corr1206.html#abs-1206-4481

Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Christian Jutten Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. 521-533 2011 5 IEEE J. Sel. Top. Signal Process. 3 https://doi.org/10.1109/JSTSP.2010.2096798 https://www.wikidata.org/entity/Q61452030 db/journals/jstsp/jstsp5.html#VillaCBJ11

Mauro Dalla Mura Alberto Villa Jón Atli Benediktsson Jocelyn Chanussot Lorenzo Bruzzone Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. 542-546 2011 8 IEEE Geosci. Remote. Sens. Lett. 3 https://doi.org/10.1109/LGRS.2010.2091253 https://www.wikidata.org/entity/Q61451991 db/journals/lgrs/lgrs8.html#MuraVBCB11

Inmaculada Dopido Maciel Zortea Alberto Villa Antonio Plaza Paolo Gamba Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images. 760-764 2011 8 IEEE Geosci. Remote. Sens. Lett. 4 https://doi.org/10.1109/LGRS.2011.2109367 https://www.wikidata.org/entity/Q62017844 db/journals/lgrs/lgrs8.html#DopidoZVPG11

Alberto Villa Jón Atli Benediktsson Jocelyn Chanussot Christian Jutten Hyperspectral Image Classification With Independent Component Discriminant Analysis. 4865-4876 2011 49 IEEE Trans. Geosci. Remote. Sens. 12 https://doi.org/10.1109/TGRS.2011.2153861 https://www.wikidata.org/entity/Q61452007 db/journals/tgrs/tgrs49.html#VillaBCJ11

Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Christian Jutten Unsupervised classification and spectral unmixing for sub-pixel labelling. 71-74 2011 IGARSS https://doi.org/10.1109/IGARSS.2011.6048900 https://www.wikidata.org/entity/Q61452040 conf/igarss/2011 db/conf/igarss/igarss2011.html#VillaCBJ11 Paolo Gamba Alberto Villa Antonio Plaza Jocelyn Chanussot Jón Atli Benediktsson Urban area product simulation for the EnMap hyperspectral sensor. 1259-1262 2011 IGARSS https://doi.org/10.1109/IGARSS.2011.6049428 https://www.wikidata.org/entity/Q61452044 conf/igarss/2011 db/conf/igarss/igarss2011.html#GambaVPCB11 Mathieu Fauvel Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Mahalanobis kernel based on probabilistic principal component. 3907-3910 2011 IGARSS https://doi.org/10.1109/IGARSS.2011.6050085 https://www.wikidata.org/entity/Q61452014 conf/igarss/2011 db/conf/igarss/igarss2011.html#FauvelVCB11 Inmaculada Dopido Alberto Villa Antonio J. Plaza Paolo Gamba A comparative assessment of several processing chains for hyperspectral image classification: What features to use? 1-4 2011 WHISPERS https://doi.org/10.1109/WHISPERS.2011.6080973 https://www.wikidata.org/entity/Q62017825 conf/whispers/2011 db/conf/whispers/whispers2011.html#DopidoVPG11 Alberto Villa Jun Li 0009 Antonio J. Plaza José M. Bioucas-Dias A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. 1-4 2011 WHISPERS https://doi.org/10.1109/WHISPERS.2011.6080875 conf/whispers/2011 db/conf/whispers/whispers2011.html#VillaLPB11 Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Magnus O. Ulfarsson Christian Jutten Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. 2003-2006 2010 conf/igarss/2010 IGARSS https://doi.org/10.1109/IGARSS.2010.5654208 https://www.wikidata.org/entity/Q61452093 db/conf/igarss/igarss2010.html#VillaCBUJ10 Mathieu Fauvel Alberto Villa Jocelyn Chanussot Jón Atli Benediktsson Mahalanobis kernel for the classification of hyperspectral images. 3724-3727 2010 conf/igarss/2010 IGARSS https://doi.org/10.1109/IGARSS.2010.5651956 https://www.wikidata.org/entity/Q61452072 db/conf/igarss/igarss2010.html#FauvelVCB10 Mauro Dalla Mura Alberto Villa Jón Atli Benediktsson Jocelyn Chanussot Lorenzo Bruzzone Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis. 1-4 2010 WHISPERS https://doi.org/10.1109/WHISPERS.2010.5594964 https://www.wikidata.org/entity/Q61452058 conf/whispers/2010 db/conf/whispers/whispers2010.html#MuraVBCB10 Alberto Villa Jón Atli Benediktsson Jocelyn Chanussot Christian Jutten Independent Component Discriminant Analysis for hyperspectral image classification. 1-4 2010 WHISPERS https://doi.org/10.1109/WHISPERS.2010.5594853 https://www.wikidata.org/entity/Q61452070 conf/whispers/2010 db/conf/whispers/whispers2010.html#VillaBCJ10 Alberto Villa Jocelyn Chanussot Christian Jutten Jón Atli Benediktsson Saïd Moussaoui On the Use of ICA for Hyperspectral Image Analysis. IV:97-100 2009 IGARSS (4) https://doi.org/10.1109/IGARSS.2009.5417363 https://www.wikidata.org/entity/Q61452221 conf/igarss/2009 db/conf/igarss/igarss2009.html#VillaCJBM09 Alberto Villa Mathieu Fauvel Jocelyn Chanussot Paolo Gamba Jón Atli Benediktsson Gradient Optimization for multiple kernel's parameters in support vector machines classification. IV:224-227 2008 IGARSS (4) https://doi.org/10.1109/IGARSS.2008.4779698 https://www.wikidata.org/entity/Q61452317 conf/igarss/2008 db/conf/igarss/igarss2008.html#VillaFCGB08 Daniele Alfonso Davide Aliprandi Filip Andren Miroslav Batek Federico Belloni Jón Atli Benediktsson José M. Bioucas-Dias Lorenzo Bruzzone Jocelyn Chanussot Mahesh Chowdhary Francesco Corti R. Dambreville Davide D'Aria Mridupawan Das Inmaculada Dopido Mathieu Fauvel Paolo Gamba Hermes Giberti Davide Giudici Lorenzo Iannini Peter Jonke Mohammed Maher Jouini Christian Jutten Muhammad Murtaza Khan Panos Kotsampopoulos Anastasia Krusteva Felix Lehfuss Jun Li 0009 Giorgio LicciardiGiorgio A. Licciardi Marco Marinoni Pietro Marzaroli Paolo Mascagni Matteo Mascetti Diego Melpignano Nuno Miranda Andrea Monti-Guarnieri Saïd Moussaoui Panayiotis Moutis Mauro Dalla Mura Andrea Palmieri Antonio PlazaAntonio J. Plaza Andrea Recchia Evangelos Rikos Swapnil Sayan Saha Carlo Sandroni Jana Scukova Davide Sergi Rad Stanev Thomas I. Strasser Marco Tarabini Stefano Tebaldini Carlo Tornelli Lisa Trollo Magnus O. Ulfarsson Maciel Zortea