Maja Somrak
              
              
              
                                                                                              
              
                                                                    
          Former member
              Research interests
              
                
              
            
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Maja Somrak holds a degree in Computer and Information Science and is currently enrolled in a PhD program at Jozef Stefan Postgraduate School. Her research focuses on machine learning and deep learning. She is involved in Earth observation projects at the department, where she primarily develops methods and software tools for processing and classification of optical satellite imagery, detection of water bodies from radar data and visualizations of airborne laser scanning data.
              Selected publications
              
                
              
            
            - SOMRAK, Maja – Sašo Džeroski – Žiga KOKALJ, 2020, Learning to classify structures in ALS-derived visualizations of ancient Maya settlements with CNN. Remote Sensing 12(14), 2215.
 - KOKALJ, Žiga – Maja SOMRAK, 2019, Why Not a Single Image? Combining Visualizations to Facilitate Fieldwork and On-Screen Mapping. Remote Sensing 11(7), 747.
 
              Curriculum Vitae
              
                
              
            
            Bachelor's Degree in Computer and Information Science, University of Ljubljana, 2013
Research areas
            Artificial intelligence P176
                            Daljinsko zaznavanje T181
                          Keywords
            deep learning
                              machine learning
                              satellite image processing
                              remote sensing
                              computational modelling