Applications Forestry Agriculture Damage Assessment Urban area analysis Building Detection Risk assessment Vegetation monitoring Water quality Snow and ice Climatic changes
Image Processing and Analysis Hyerarchical multilevel segmentation Multiscale/multilevel feature extraction Texture extraction Image denoising
Automatic Classification Statistical methods Machine learning (neural networks, support vector machine, ect) Kernel methods Semisupervised classification Domain adaptation and active learning methods Advanced multiscale feature extraction for VHR image classification Feature selection and classification of hyperspectral images Accuracy assessment in VHR classification maps Classification of SAR signals
Analysis of Multitemporal Images Registration of multitemporal images Modeling and mitigation of registration noise Analysis and classification of multi- and hyper-temporal data Change detection in medium and very high resolution SAR images Change detection in medium and very high resolution Multispectral images Change detection in medium and very high resolution Hyperspectral images
Regression and Estimation Model based regression methods Regression based on machine learning techniques Biophysical parameters estimation
