Vladimir A. Krylov
Vladimir A. Krylov
Assistant Professor in Statistics, Dublin City University
Verified email at dcu.ie - Homepage
Title
Cited by
Cited by
Year
On the method of logarithmic cumulants for parametric probability density function estimation
VA Krylov, G Moser, S Serpico, J Zerubia
Image Processing, IEEE Transactions on 22 (10), 3791-3806, 2013
922013
Classification of very high resolution SAR images of urban areas using copulas and texture in a hierarchical Markov random field model
A Voisin, VA Krylov, G Moser, SB Serpico, J Zerubia
Geoscience and Remote Sensing Letters, IEEE 10 (1), 96-100, 2013
792013
Supervised high-resolution dual-polarization SAR image classification by finite mixtures and copulas
VA Krylov, G Moser, SB Serpico, J Zerubia
IEEE Journal of Selected Topics in Signal Processing 5 (3), 554-566, 2011
762011
Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach
A Voisin, VA Krylov, G Moser, SB Serpico, J Zerubia
Geoscience and Remote Sensing, IEEE Transactions on 52 (7), 1-13, 2014
582014
Enhanced dictionary-based SAR amplitude distribution estimation and its validation with very high-resolution data
VA Krylov, G Moser, SB Serpico, J Zerubia
IEEE Geoscience and Remote Sensing Letters 8 (1), 148-152, 2010
492010
Automatic discovery and geotagging of objects from street view imagery
VA Krylov, E Kenny, R Dahyot
Remote Sensing 10 (5), 661, 2018
392018
Unsupervised learning of generalized gamma mixture model with application in statistical modeling of high-resolution SAR images
HC Li, VA Krylov, PZ Fan, J Zerubia, WJ Emery
IEEE Transactions on Geoscience and Remote Sensing 54 (4), 2153-2170, 2015
272015
Modeling the statistics of high resolution SAR images
V Krylov, G Moser, SB Serpico, J Zerubia
Research Report, 2008
272008
Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas, and Markov random fields using textural features
A Voisin, G Moser, VA Krylov, SB Serpico, J Zerubia
Image and Signal Processing for Remote Sensing XVI 7830, 78300O, 2010
182010
Dictionary-based probability density function estimation for high-resolution SAR data
V Krylov, G Moser, SB Serpico, J Zerubia
Computational Imaging VII 7246, 72460S, 2009
182009
Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test
VA Krylov, G Moser, A Voisin, SB Serpico, J Zerubia
2012 19th IEEE International Conference on Image Processing, 2093-2096, 2012
132012
High resolution SAR-image classification by Markov random fields and finite mixtures
G Moser, V Krylov, SB Serpico, J Zerubia
Computational Imaging VIII 7533, 753308, 2010
132010
Object geolocation using mrf based multi-sensor fusion
VA Krylov, R Dahyot
2018 25th IEEE International Conference on Image Processing (ICIP), 2745-2749, 2018
122018
Image deblurring and super-resolution using deep convolutional neural networks
F Albluwi, VA Krylov, R Dahyot
2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018
122018
Remote sensing data fusion: Markov models and mathematical morphology for multisensor, multiresolution, and multiscale image classification
JA Benediktsson, G Cavallaro, N Falco, I Hedhli, VA Krylov, G Moser, ...
Mathematical Models for Remote Sensing Image Processing, 277-323, 2018
112018
High resolution SAR-image classification
V Krylov, J Zerubia
Research Report, 2009
102009
False discovery rate approach to unsupervised image change detection
VA Krylov, G Moser, SB Serpico, J Zerubia
IEEE Transactions on Image Processing 25 (10), 4704-4718, 2016
92016
IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery
CJ Liu, VA Krylov, P Kane, G Kavanagh, R Dahyot
Remote Sensing 12 (17), 2719, 2020
82020
Stochastic extraction of elongated curvilinear structures with applications
VA Krylov, JDB Nelson
Image Processing, IEEE Transactions on 23 (12), 5360-5373, 2014
82014
Harmonic Networks for Image Classification
M Ulicny, VA Krylov, R Dahyot
British Machine Vision Conference 2019, 2019
72019
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Articles 1–20