Vladimir A. Krylov

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 23

Top Topics

Convolutional Neural Networks

Change Detection

Curvilinear Structures

Top Venues

IEEE Trans. Image Process.

Publications

Matej Ulicny, Vladimir A. Krylov, Julie Connelly, Rozenn Dahyot
Combining geolocation and height estimation of objects from street level imagery. CoRR (2023)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Harmonic convolutional networks based on discrete cosine transform. Pattern Recognit. 129 (2022)
Chao-Jung Liu, Vladimir A. Krylov, Rozenn Dahyot
3D point cloud segmentation using GIS. CoRR (2021)
Andrea Grillo, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico
Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images. IGARSS (2021)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Tensor Reordering for CNN Compression. ICASSP (2021)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Tensor Reordering for CNN Compression. CoRR (2020)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Harmonic Convolutional Networks based on Discrete Cosine Transform. CoRR (2020)
Chao-Jung Liu, Vladimir A. Krylov, Paul Kane, Geraldine Kavanagh, Rozenn Dahyot
IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery. Remote. Sens. 12 (17) (2020)
Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot
Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks. EUSIPCO (2019)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Harmonic Networks with Limited Training Samples. CoRR (2019)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Harmonic Networks for Image Classification. BMVC (2019)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Harmonic Networks with Limited Training Samples. EUSIPCO (2019)
Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot
Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks. MLSP (2018)
Vladimir A. Krylov, Rozenn Dahyot
Object Geolocation Using MRF Based Multi-Sensor Fusion. ICIP (2018)
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
Harmonic Networks: Integrating Spectral Information into CNNs. CoRR (2018)
Vladimir A. Krylov, Rozenn Dahyot
Object Geolocation from Crowdsourced Street Level Imagery. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Vladimir A. Krylov, Eamonn Kenny, Rozenn Dahyot
Automatic Discovery and Geotagging of Objects from Street View Imagery. Remote. Sens. 10 (5) (2018)
Katerina Jupova, T. Bartalos, Tomás Soukup, Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, Michaela De Martino, N. Manzke, N. Rochard
Monitoring of green, open and sealed urban space. JURSE (2017)
Vladimir A. Krylov, Eamonn Kenny, Rozenn Dahyot
Automatic Discovery and Geotagging of Objects from Street View Imagery. CoRR (2017)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
False Discovery Rate Approach to Unsupervised Image Change Detection. IEEE Trans. Image Process. 25 (10) (2016)
Fabrizio Crismer, Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico
Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution. IGARSS (2016)
Vladimir A. Krylov, Michaela De Martino, Gabriele Moser, Sebastiano B. Serpico
Large urban zone classification on SPOT-5 imagery with convolutional neural networks. IGARSS (2016)
Heng-Chao Li, Vladimir A. Krylov, Ping-Zhi Fan, Josiane Zerubia, William J. Emery
Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Gabriele Moser, Vladimir A. Krylov, Michaela De Martino, Sebastiano B. Serpico
The URBIS project: Vacant urban area classification and detection of changes. JURSE (2015)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach. IEEE Trans. Geosci. Remote. Sens. 52 (6) (2014)
Vladimir A. Krylov, James D. B. Nelson
Stochastic Extraction of Elongated Curvilinear Structures With Applications. IEEE Trans. Image Process. 23 (12) (2014)
Vladimir A. Krylov, Stuart Taylor, James D. B. Nelson
Stochastic Extraction of Elongated Curvilinear Structures in Mammographic Images. ICIAR (2013)
Vladimir A. Krylov, James D. B. Nelson
Fast Road Network Extraction from Remotely Sensed Images. ACIVS (2013)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model. IEEE Geosci. Remote. Sens. Lett. 10 (1) (2013)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
False discovery rate approach to image change detection. ICIP (2013)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation. IEEE Trans. Image Process. 22 (10) (2013)
Vladimir A. Krylov, Gabriele Moser, Aurélie Voisin, Sebastiano B. Serpico, Josiane Zerubia
Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. ICIP (2012)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Multichannel hierarchical image classification using multivariate copulas. Computational Imaging (2012)
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
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. IGARSS (2012)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model. EUSIPCO (2012)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data. IEEE Geosci. Remote. Sens. Lett. 8 (1) (2011)
Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia
Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. MUSCLE (2011)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas. IEEE J. Sel. Top. Signal Process. 5 (3) (2011)
Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico, Josiane Zerubia
High resolution SAR-image classification by Markov random fields and finite mixtures. Computational Imaging (2010)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Dictionary-based probability density function estimation for high-resolution SAR data. Computational Imaging (2009)