Vladimir A. Krylov

According to our database, Vladimir A. Krylov authored at least 36 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Combining geolocation and height estimation of objects from street level imagery.

Matej Ulicny, Vladimir A. Krylov, Julie Connelly, Rozenn Dahyot

CoRR, 2023

2022

Harmonic convolutional networks based on discrete cosine transform.

Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot

Pattern Recognit., 2022

2021

3D point cloud segmentation using GIS.

Chao-Jung Liu, Vladimir A. Krylov, Rozenn Dahyot

CoRR, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Tensor Reordering for CNN Compression.

Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery.

Chao-Jung Liu, Vladimir A. Krylov, Paul Kane, Geraldine Kavanagh, Rozenn Dahyot

Remote. Sens., 2020

2019

Harmonic Networks with Limited Training Samples.

Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the 27th European Signal Processing Conference, 2019

Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks.

Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the 27th European Signal Processing Conference, 2019

Harmonic Networks for Image Classification.

Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Automatic Discovery and Geotagging of Objects from Street View Imagery.

Vladimir A. Krylov, Eamonn Kenny, Rozenn Dahyot

Remote. Sens., 2018

Harmonic Networks: Integrating Spectral Information into CNNs.

Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot

CoRR, 2018

Object Geolocation from Crowdsourced Street Level Imagery.

Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the ECML PKDD 2018 Workshops, 2018

Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks.

Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Object Geolocation Using MRF Based Multi-Sensor Fusion.

Vladimir A. Krylov, Rozenn Dahyot

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

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

Proceedings of the Joint Urban Remote Sensing Event, 2017

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

Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images.

Heng-Chao Li, Vladimir A. Krylov, Ping-Zhi Fan, Josiane Zerubia, William J. Emery

IEEE Trans. Geosci. Remote. Sens., 2016

Large urban zone classification on SPOT-5 imagery with convolutional neural networks.

Vladimir A. Krylov, Michaela De Martino, Gabriele Moser, Sebastiano B. Serpico

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution.

Fabrizio Crismer, Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

The URBIS project: Vacant urban area classification and detection of changes.

Gabriele Moser, Vladimir A. Krylov, Michaela De Martino, Sebastiano B. Serpico

Proceedings of the Joint Urban Remote Sensing Event, 2015

2014

Stochastic Extraction of Elongated Curvilinear Structures With Applications.

Vladimir A. Krylov, James D. B. Nelson

IEEE Trans. Image Process., 2014

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

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

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

False discovery rate approach to image change detection.

Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the IEEE International Conference on Image Processing, 2013

Stochastic Extraction of Elongated Curvilinear Structures in Mammographic Images.

Vladimir A. Krylov, Stuart Taylor, James D. B. Nelson

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Fast Road Network Extraction from Remotely Sensed Images.

Vladimir A. Krylov, James D. B. Nelson

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

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, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurélie Voisin, Claudia Zoppetti

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 19th IEEE International Conference on Image Processing, 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

Proceedings of the 20th European Signal Processing Conference, 2012

Multichannel hierarchical image classification using multivariate copulas.

Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the Computational Imaging X, 2012

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

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

Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM.

Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia

Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

2010

High resolution SAR-image classification by Markov random fields and finite mixtures.

Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the Computational Imaging VIII, 2010

2009

Dictionary-based probability density function estimation for high-resolution SAR data.

Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the Computational Imaging VII, 2009