CIRSA 2019 program

back to CIRSA 2019

Wednesday 17/7


10:00 – 10:15 Welcome
10:15 – 11:00 Giorgos Vernardos Gravitational lensing science challenges in the era of all-sky surveys
11:00 – 11:45Kostas TassisPASIPHAE: can machine learning help to unveil the Big Bang?
11:45 – 12:00coffee break
12:00 – 13:00Jean-Luc StarckCompressed Sensing: from Cosmology to Magnetic Resonance Imaging
13:00 – 14:15lunch
14:15 – 15:00Austin Peel Machine Learning Applications in Weak Lensing Cosmology
15:00 – 15:45 Paolo Bonfini Automated characterization of galaxy morphologies
15:45 – 16:00coffee break
16:00 – 16:45 Shirley Ho Machine Learning the Universe: Opening the Pandora Box 
16:45 – 17:00Closing remarks – discussion

Thursday 18/7


10:00 – 10:15Welcome
10:15 – 11:00Anais Möller Machine learning classification and statistical analyses:
challenges in supernova cosmology
11:00 – 11:45Enrico Magli Deep learning for satellite image processing
11:45 – 12:00coffee break
12:00 – 12:45Harris Kontoes Leveraging the Copernicus Big Data Access Hubs and National Satellite
Facilities for Global Emergency Response and Decision Making
12:45-14:00 lunch
14:00 – 14:45Begum Demir Scalable Processing of Big Data in Earth Observation
14:45 – 15:30Athanasios Rontogiannis Recent advances in hyperspectral image processing and understanding
15:30 – 15:45coffee break
15:45 – 16:30Konstantinos Karantzalos Hyperspectral video sensors, processing and applications
16:30 – 16:45 Closing remarks – discussion

Friday 19/7


10:00 – 10:15 Welcome
10:15 – 11:00 Nektarios Chrysoulakis Big-data in EO-based Urban Climate Research and Applications
11:00 – 11:45Melda KucukdemirciDeep learning based automated analysis
of remote sensing data for archaeology
11:45 – 12:00coffee break
12:00 – 12:30Radamanthys Stivaktakis Convolutional Neural Networks for Spectroscopic Redshift Estimation
on Euclid Data
12:30 – 13:00Giorge Pitsis Efficient Convolutional Neural Network Weight Compression
for Space Data Classification on Multi-FPGA Platforms
13:00-14:00 lunch
14:00 – 14:30Grigoris MaraveliasAn automated classifier of massive stars in nearby galaxies
14:30 – 15:00Giannis Lantzanakis
X-SVM: an extension of C-SVM algorithm applied on Sentinel-2 images
15:00 – 15:30David Parastatidis Large-scale processing of remote sensing big data with cloud computing
15:30 – 16:00closing remarks