Products



Publications

Title Authors Year Download
Singular spectrum-based matrix completion for time series recovery and prediction G. Tsagkatakis, B. Befefull-Lozano, P. Tsakalides 2016 PDF
Land Classification Using Remotely Sensed Data: Going Multilabel K. Karalas, G. Tsagkatakis, M. Zervakis, P. Tsakalides 2016 PDF
Effects of Matrix Completion on the Classification of Undersampled Human Activity Data Streams S. Savvaki, G. Tsagkatakis, A. Panousopoulou, P. Tsakalides 2016 PDF
Spectral Super-Resolution for Hyperspectral Images via Sparse Representations K. Fotiadou, G. Tsagkatakis, P. Tsakalides 2016 PDF
On graph-based feature selection for multi-hop performance characterization in industrial smart water networks A. Panousopoulou, P. Tsakalides 2016 PDF
A Haar Wavelet-Based Perceptual Similarity Index  for Image Quality Assessment R. Reisenhofer, S. Bosse, G. Kutyniok, T. Wiegand 2016 PDF
Anisotropic Multiscale Systems on Bounded Domains P. Grohs, G. Kutyniok, J. Ma, P. Petersen 2016 PDF
CMB reconstruction from the WMAP and Planck PR2 data J. Bobin, F. Sureau, J.-L. Starck 2016 PDF
Constraint matrix factorization for space variant PSFs field restoration F. M. Ngole Mboula, J.-L. Starck, K. Okomura, J. Amiaux, P. Hudelot 2016 PDF
Multi-band morpho-Spectral Component Analysis Deblending Tool (MuSCADeT): Deblending colourful objects R. Joseph, F. Courbin, J.-L. Starck 2016 PDF
High Resolution Weak Lensing Mass-Mapping Combining Shear and Flexion F. Lanusse, J.-L. Starck, A. Leonard, S. Pires 2016 PDF
Space variant deconvolution of galaxy survey images S. Farrens, F. M. Ngole Mboula, J.-L. Starck 2017 PDF
Optimal Approximation with Sparsely Connected Deep Neural Networks H. Bolcskei, P. Grohs, G. Kutyniok, P. Petersen 2017 PDF
Unsupervised feature-learning for galaxy SEDs with denoising autoencoders J. Frontera-Pons, F. Sureau, J. Bobin, E. Le Floc'h 2017 PDF


Software

DEDALE Software Repository

Code Description Language
alpha-transform Adaptive shearlet transform package Python 3
Sc_Denoising.m Galaxy spectrum denoising script Matlab
SPSR.m Spectral super resolution of hyperspectral images script Matlab
rca Resolved Component Analysis Python 2


Data

DEDALE Data Repository

File Description Size
cmb_iqu_maps.tar.gz CMB maps of Stokes I, Q & U parameters with thermal dust emission 2.1 GB
cmb_cart_maps.tar.gz CMB Cartesian maps 17 MB