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 | 116 | 2013 |
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 | 88 | 2013 |
Automatic discovery and geotagging of objects from street view imagery VA Krylov, E Kenny, R Dahyot Remote Sensing 10 (5), 661, 2018 | 87 | 2018 |
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 | 84 | 2011 |
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 | 74 | 2014 |
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 | 65 | 2020 |
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 | 54 | 2010 |
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 | 48 | 2015 |
Harmonic convolutional networks based on discrete cosine transform M Ulicny, VA Krylov, R Dahyot Pattern Recognition 129, 108707, 2022 | 29 | 2022 |
Modeling the statistics of high resolution SAR images V Krylov, G Moser, SB Serpico, J Zerubia Research Report, 2008 | 29 | 2008 |
Harmonic Networks for Image Classification M Ulicny, VA Krylov, R Dahyot British Machine Vision Conference 2019, 2019 | 27 | 2019 |
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 | 26 | 2018 |
Object geolocation using mrf based multi-sensor fusion VA Krylov, R Dahyot 2018 25th IEEE International Conference on Image Processing (ICIP), 2745-2749, 2018 | 22 | 2018 |
Dictionary-based probability density function estimation for high-resolution SAR data V Krylov, G Moser, SB Serpico, J Zerubia Computational Imaging VII 7246, 227-238, 2009 | 22 | 2009 |
Harmonic networks with limited training samples M Ulicny, VA Krylov, R Dahyot 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 20 | 2019 |
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, 204-214, 2010 | 20 | 2010 |
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 | 16 | 2016 |
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: Models and Methods …, 2018 | 15 | 2018 |
Stochastic extraction of elongated curvilinear structures with applications VA Krylov, JDB Nelson Image Processing, IEEE Transactions on 23 (12), 5360-5373, 2014 | 15 | 2014 |
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 | 14 | 2012 |