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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