, Remote Sensing: Models and Methods for Image Processing
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Regional scale crop mapping using multi-temporal satellite imagery. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2015. ,
Comparison of biophysical and satellite predictors for wheat yield forecasting in Ukraine. International Archives of the, 2015. ,
Parcel-based crop classification in Ukraine using Landsat-8 data and sentinel-1A data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.9, issue.6, 2016. ,
Review of speckle filtering in the context of estimation theory, IEEE Transactions on Geoscience and Remote Sensing, vol.40, issue.11, pp.2392-2404, 2002. ,
Estimation of the equivalent number of looks in polarimetric synthetic aperture radar imagery, IEEE Transactions on Geoscience and Remote Sensing, vol.47, issue.11, pp.3795-3809, 2009. ,
Filtering of radar images based on blind evaluation of noise characteristics, Proceedings of Image and Signal Processing for Remote Sensing XIV (SPIE RS'08), p.12, 2008. ,
SAR image edge detection by ratio-based Harris method, Proceedings of the International Conference of Acoustics, Speech and Signal Processing, pp.14-19, 2006. ,
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Target detection in SAR images based on a level set approach, IEEE Transactions on Systems, Man and Cybernetics, vol.39, issue.2, pp.214-222, 2009. ,
Classification of pre-filtered multichannel remote sensing images, Remote Sensing-Advanced Techniques and Platforms, pp.75-98, 2012. ,
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Methods for blind estimation of speckle variance in SAR images: Simulation results and verification for real-life data, Computational and Numerical Simulations. Austria: InTech, pp.303-327, 2014. ,
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Filtering of dual-polarization radar images based on discrete cosine transform, Proceedings of 15th international radar symposium (IRS'14), vol.16, 2014. ,
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Exploiting patch similarity for SAR image processing: The nonlocal paradigm. IEEE Signal Processing Magazine, Recent Advances in Synthetic Aperture Radar Imaging, vol.31, 2014. ,
URL : https://hal.archives-ouvertes.fr/ujm-00957334
Methods and automatic procedures for processing images based on blind evaluation of noise type and characteristics, SPIE Journal on Advances in Remote Sensing, vol.5, issue.1, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00946992
A Method for blind estimation of spatially correlated noise characteristics, Proceedings of SPIE Conference Image Processing: Algorithms and Systems VII (SPIE EI'10), vol.8, p.12, 2010. ,
Nonparametric noise estimation method for raw images, Journal of the Optical Society of America, vol.31, issue.4, pp.863-871, 2014. ,
Maximum likelihood estimation of spatially correlated signal-dependent noise in hyperspectral images, Optical Engineering, vol.51, issue.11, 2012. ,
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Denoising of single-look SAR images based on variance stabilization and non-local filters, Proceedings of International Conference of Mathematical Methods in Electromagnetic Theory (MMET'10, pp.6-8, 2010. ,
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Efficiency analysis of color image filtering, EURASIP Journal on Advances in Signal Processing, 2011. ,
or how to apply Gaussian denoisers to multi-channel SAR speckle reduction?, IEEE Transactions on Image Processing. Forthcoming ,
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Block matching and 3D collaborative filtering adapted to additive spatially correlated noise, Proceedings of 9th International Workshop on Video Processing and Quality Metrics (VPQM'2015), p.6, 2015. ,
Wiener DCT based image filtering, Journal of Electronic Imaging, vol.4, 2012. ,
Locally adaptive DCT filtering for signal-dependent noise removal, EURASIP Journal on Advances in Signal Processing, 2007. ,
Three-state locally adaptive texture preserving filter for radar and optical image processing, EURASIP Journal on Applied Signal Processing, issue.8, pp.1185-1204, 2005. ,
Prediction of filtering efficiency for DCT-based image denoising, Proceedings of 2nd Mediterranean Conference on Embedded Computing (MECO'2013, pp.97-100, 2013. ,
Performance prediction for 3D filtering of multichannel images, Proceedings of SPIE: Image and Signal Processing for Remote Sensing XXI (SPIE RS'15), vol.15, p.11, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01300961
Prediction of despeckling efficiency of DCT-based filters applied to SAR images, Proceedings of International Conference on Distributed Computing in Sensor Systems (DCOSS'15), pp.159-168, 2015. ,
, Despeckling of Multitemporal Sentinel SAR Images and Its Impact on Agricultural Area Classification
Large-scale learning with SVM and convolutional NETWORK for generic object recognition, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06, pp.284-291, 2006. ,
Convolutional neural network with data augmentation for SAR target recognition, IEEE Geoscience and Remote Sensing Letters, vol.13, issue.3, pp.364-368, 2016. ,
Deep learning classification of land cover and crop types using remote sensing data. IEEE Geoscience and Remote Sensing Letters, vol.14, 2017. ,
Exploring Google earth engine platform for big data processing: Classification of multi-temporal satellite imagery for crop mapping, Frontiers in Earth Science, vol.5, issue.17, 2017. ,
Towards a set of agrosystemspecific cropland mapping methods to address the global cropland diversity, International Journal of Remote Sensing, vol.37, issue.14, pp.3196-3231, 2016. ,
Regional retrospective high resolution land cover for Ukraine: Methodology and results, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS'15, pp.26-31, 2015. ,
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, Pattern Recognition and Machine Learning
Large-scale classification of land cover using retrospective satellite data, Cybernetics and Systems Analysis, vol.52, issue.1, pp.127-138, 2016. ,
The use of satellite SAR imagery to crop classification in Ukraine within JECAM project, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS'14), vol.13, 2014. ,
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