Yuliya Tarabalka

Advances in Spectral-Spatial Classification of Hyperspectral Images

Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson et al. · Proceedings of the IEEE · 2012 · 1.3K citations · Full text

Image Classification, Image Analysis, Computer Vision +15

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 1.1K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark

Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat et al. · 2017 · 788 citations · Full text

Engineering, Machine Learning, Generalization Capabilities +24

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot et al. · IEEE Geoscience and Remote Sensing Letters · 2010 · 738 citations · Full text

Support Vector Machine, Spectral Bands, Image Analysis +15

Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

Yuliya Tarabalka, Jón Atli Benediktsson, J. Chanussot · IEEE Transactions on Geoscience and Remote Sensing · 2009 · 674 citations

Engineering, Multispectral Imaging, Segmentation Map +17