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ORCIDVladimir A. Krylov
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2020 – today
- 2024
[c23]Waqar Ahmad, Vladimir A. Krylov:
Roadside Object Geolocation from Street-Level Images with Reduced Supervision. EUSIPCO 2024: 641-645- 2023
- [i7]Matej Ulicny, Vladimir A. Krylov, Julie Connelly, Rozenn Dahyot
:
Combining geolocation and height estimation of objects from street level imagery. CoRR abs/2305.08232 (2023) - 2022
- [j11]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Harmonic convolutional networks based on discrete cosine transform. Pattern Recognit. 129: 108707 (2022) - 2021
- [c22]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Tensor Reordering for CNN Compression. ICASSP 2021: 3930-3934 - [c21]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: 2413-2416 - [i6]Chao-Jung Liu, Vladimir A. Krylov, Rozenn Dahyot:
3D point cloud segmentation using GIS. CoRR abs/2108.06306 (2021) - 2020
- [j10]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): 2719 (2020) - [i5]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Harmonic Convolutional Networks based on Discrete Cosine Transform. CoRR abs/2001.06570 (2020) - [i4]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Tensor Reordering for CNN Compression. CoRR abs/2010.12110 (2020)
2010 – 2019
- 2019
- [c20]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Harmonic Networks for Image Classification. BMVC 2019: 202 - [c19]Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot:
Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks. EUSIPCO 2019: 1-5 - [c18]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Harmonic Networks with Limited Training Samples. EUSIPCO 2019: 1-5 - [i3]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Harmonic Networks with Limited Training Samples. CoRR abs/1905.00135 (2019) - 2018
- [j9]Vladimir A. Krylov, Eamonn Kenny, Rozenn Dahyot:
Automatic Discovery and Geotagging of Objects from Street View Imagery. Remote. Sens. 10(5): 661 (2018) - [c17]Vladimir A. Krylov, Rozenn Dahyot:
Object Geolocation Using MRF Based Multi-Sensor Fusion. ICIP 2018: 2745-2749 - [c16]Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot:
Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks. MLSP 2018: 1-6 - [c15]Vladimir A. Krylov, Rozenn Dahyot:
Object Geolocation from Crowdsourced Street Level Imagery. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 79-83 - [i2]Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
Harmonic Networks: Integrating Spectral Information into CNNs. CoRR abs/1812.03205 (2018) - 2017
- [c14]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: 1-4 - [i1]Vladimir A. Krylov, Eamonn Kenny, Rozenn Dahyot:
Automatic Discovery and Geotagging of Objects from Street View Imagery. CoRR abs/1708.08417 (2017) - 2016
- [j8]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): 2153-2170 (2016) - [j7]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): 4704-4718 (2016) - [c13]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: 1796-1799 - [c12]Fabrizio Crismer, Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico:
Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution. IGARSS 2016: 3350-3353 - 2015
- [c11]Gabriele Moser, Vladimir A. Krylov, Michaela De Martino, Sebastiano B. Serpico:
The URBIS project: Vacant urban area classification and detection of changes. JURSE 2015: 1-4 - 2014
- [j6]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): 3346-3358 (2014) - [j5]Vladimir A. Krylov, James D. B. Nelson:
Stochastic Extraction of Elongated Curvilinear Structures With Applications. IEEE Trans. Image Process. 23(12): 5360-5373 (2014) - 2013
- [j4]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): 96-100 (2013) - [j3]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): 3791-3806 (2013) - [c10]Vladimir A. Krylov, James D. B. Nelson:
Fast Road Network Extraction from Remotely Sensed Images. ACIVS 2013: 227-237 - [c9]Vladimir A. Krylov, Stuart Taylor, James D. B. Nelson:
Stochastic Extraction of Elongated Curvilinear Structures in Mammographic Images. ICIAR 2013: 475-484 - [c8]Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia:
False discovery rate approach to image change detection. ICIP 2013: 3820-3824 - 2012
- [c7]Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia:
Multichannel hierarchical image classification using multivariate copulas. Computational Imaging 2012: 82960K - [c6]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: 2511-2515 - [c5]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: 2093-2096 - [c4]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: 5506-5509 - 2011
- [j2]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): 554-566 (2011) - [j1]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): 148-152 (2011) - [c3]Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia:
Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. MUSCLE 2011: 54-65 - 2010
- [c2]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: 753308
2000 – 2009
- 2009
- [c1]Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia:
Dictionary-based probability density function estimation for high-resolution SAR data. Computational Imaging 2009: 72460
Coauthor Index
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