Valentyn Tolpekin

Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping

Claudio Persello, Valentyn Tolpekin, John Ray Bergado et al. · Remote Sensing of Environment · 2019 · 186 citations · Full text

Quantification of the Effects of Land-Cover-Class Spectral Separability on the Accuracy of Markov-Random-Field-Based Superresolution Mapping

Valentyn Tolpekin, Alfred Stein · IEEE Transactions on Geoscience and Remote Sensing · 2009 · 149 citations

Spectral Theory, Engineering, Land Use +24

Markov-random-field-based super-resolution mapping for identification of urban trees in VHR images

Juan Ardila, Valentyn Tolpekin, W. Bijker et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 123 citations · Full text

Super-resolution Imaging, Machine Vision, Image Analysis +14

Delineation of Agricultural Field Boundaries from Sentinel-2 Images Using a Novel Super-Resolution Contour Detector Based on Fully Convolutional Networks

Khairiya Mudrik Masoud, Claudio Persello, Valentyn Tolpekin · Remote Sensing · 2019 · 110 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +22

Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images

Juan Ardila, W. Bijker, Valentyn Tolpekin et al. · International Journal of Applied Earth Observation and Geoinformation · 2011 · 106 citations · Full text

Machine Vision, Image Analysis, Vhr Satellite Images +13