Dictionary-based probability density function estimation for high-resolution SAR data. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (Computational Imaging, 2009)

High resolution SAR-image classification by Markov random fields and finite mixtures. - Gabriele Moser; Vladimir A. Krylov; Sebastiano B. Serpico; Josiane Zerubia (Computational Imaging, 2010)

Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. - Koray Kayabol; Vladimir A. Krylov; Josiane Zerubia (MUSCLE, 2011)

Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE J. Sel. Top. Signal Process., 2011)

Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Geosci. Remote. Sens. Lett., 2011)

Multichannel hierarchical image classification using multivariate copulas. - Aurélie Voisin; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (Computational Imaging, 2012)

Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model. - Aurélie Voisin; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (EUSIPCO, 2012)

Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. - Vladimir A. Krylov; Gabriele Moser; Aurélie Voisin; Sebastiano B. Serpico; Josiane Zerubia (ICIP, 2012)

Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. - Sebastiano B. Serpico; Lorenzo Bruzzone; Giovanni Corsini; William J. Emery; Paolo Gamba; Andrea Garzelli; Grégoire Mercier; Josiane Zerubia; Nicola Acito; Bruno Aiazzi; Francesca Bovolo; Fabio Dell'Acqua; et al. (IGARSS, 2012)

Fast Road Network Extraction from Remotely Sensed Images. - Vladimir A. Krylov; James D. B. Nelson (ACIVS, 2013)

Stochastic Extraction of Elongated Curvilinear Structures in Mammographic Images. - Vladimir A. Krylov; Stuart Taylor; James D. B. Nelson (ICIAR, 2013)

False discovery rate approach to image change detection. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (ICIP, 2013)

Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model. - Aurélie Voisin; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Geosci. Remote. Sens. Lett., 2013)

On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Image Process., 2013)

Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach. - Aurélie Voisin; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Geosci. Remote. Sens., 2014)

Stochastic Extraction of Elongated Curvilinear Structures With Applications. - Vladimir A. Krylov; James D. B. Nelson (IEEE Trans. Image Process., 2014)

The URBIS project: Vacant urban area classification and detection of changes. - Gabriele Moser; Vladimir A. Krylov; Michaela De Martino; Sebastiano B. Serpico (JURSE, 2015)

Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution. - Fabrizio Crismer; Gabriele Moser; Vladimir A. Krylov; Sebastiano B. Serpico (IGARSS, 2016)

Large urban zone classification on SPOT-5 imagery with convolutional neural networks. - Vladimir A. Krylov; Michaela De Martino; Gabriele Moser; Sebastiano B. Serpico (IGARSS, 2016)

Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images. - Heng-Chao Li 001; Vladimir A. Krylov; Ping-Zhi Fan; Josiane Zerubia; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2016)

False Discovery Rate Approach to Unsupervised Image Change Detection. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Image Process., 2016)

Monitoring of green, open and sealed urban space. - Katerina Jupova; T. Bartalos; Tomás Soukup; Gabriele Moser; Sebastiano B. Serpico; Vladimir A. Krylov; Michaela De Martino; N. Manzke; N. Rochard (JURSE, 2017)

Object Geolocation Using MRF Based Multi-Sensor Fusion. - Vladimir A. Krylov; Rozenn Dahyot (ICIP, 2018)

Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks. - Fatma Albluwi; Vladimir A. Krylov; Rozenn Dahyot (MLSP, 2018)

Object Geolocation from Crowdsourced Street Level Imagery. - Vladimir A. Krylov; Rozenn Dahyot (Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML, 2018)

Harmonic Networks: Integrating Spectral Information into CNNs. - Matej Ulicny; Vladimir A. Krylov; Rozenn Dahyot (CoRR, 2018)

Automatic Discovery and Geotagging of Objects from Street View Imagery. - Vladimir A. Krylov; Eamonn Kenny; Rozenn Dahyot (Remote. Sens., 2018)

Harmonic Networks for Image Classification. - Matej Ulicny; Vladimir A. Krylov; Rozenn Dahyot (BMVC, 2019)

Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks. - Fatma Albluwi; Vladimir A. Krylov; Rozenn Dahyot (EUSIPCO, 2019)

Harmonic Networks with Limited Training Samples. - Matej Ulicny; Vladimir A. Krylov; Rozenn Dahyot (EUSIPCO, 2019)

IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery. - Chao-Jung Liu; Vladimir A. Krylov; Paul Kane; Geraldine Kavanagh; Rozenn Dahyot (Remote. Sens., 2020)

Tensor Reordering for CNN Compression. - Matej Ulicny; Vladimir A. Krylov; Rozenn Dahyot (ICASSP, 2021)

Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images. - Andrea Grillo; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico (IGARSS, 2021)

3D point cloud segmentation using GIS. - Chao-Jung Liu; Vladimir A. Krylov; Rozenn Dahyot (CoRR, 2021)

Harmonic convolutional networks based on discrete cosine transform. - Matej Ulicny; Vladimir A. Krylov; Rozenn Dahyot (Pattern Recognit., 2022)

Combining geolocation and height estimation of objects from street level imagery. - Matej Ulicny; Vladimir A. Krylov; Julie Connelly; Rozenn Dahyot (CoRR, 2023)

Roadside Object Geolocation from Street-Level Images with Reduced Supervision. - Waqar Ahmad; Vladimir A. Krylov (EUSIPCO, 2024)