Book Chapters, Journals






  • Papadomanolaki M., Vakalopoulou M., Karantzalos K., 2017. Patch-based Deep Learning Architectures for Sparse Annotated Very High Resolution Datasets, Joint Urban Remote Sensing Event (JURSE 2017), Special Session: Deep Learning. **student paper competition finalist**

  • Vardoulaki T., Vakalopoulou M., Karantzalos K., 2017. Per City-Block Density Estimation at Build-Up Areas from Aerial RGB Imagery with Deep Learning, Joint Urban Remote Sensing Event (JURSE 2017), Special Session: Urban Land Cover Mapping.

  • Kandylakis Z., Karantzalos K., Doulamis A., Karagiannidis L., 2017. Multimodal Data Fusion for Effective Surveillance of Critical Infrastructures, ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp.87-93.

  • Karantzalos K. and Karmas A. 2017. Scalable Cloud-based Computation of Consistent Surface Reflectance Mosaics at 10m from Sentinel-2 and Landsat-8 Missions, ESA Conference on Big Data from Space, pp.181-184, doi: 10.2760/383579.

  • Vellas S., Lentaris G., Maragos K., Soudris D., Kandylakis Z., Karantzalos K., 2017. FPGA acceleration of hyperspectral image processing for high-speed detection applications, IEEE International Symposium on Circuits and Systems, doi: 10.1109/ISCAS.2017.8050773.

  • Karantzalos, Karmas, Tzotsos, 2017. Monitoring Crop Growth and Key Agronomic Parameters through Multitemporal Observations and Time Series Analysis from Remote Sensing Big Data, European Conference on Precision Agriculture, Advances in Animal Biosciences Vol.8(2), pp.394-399.

  • Karakizi and Karantzalos, 2017. Comparing Land Cover Maps derived from all Annual Landsat-8 and Sentinel-2 Data at Different Spatial Scales, ESA WorldCover Conference.

  • Karakizi, Vakalopoulou, Karantzalos, 2017. Annual Crop-type Classification from Multitemporal Landsat-8 and Sentiel-2 Data based on Deep-learning, International Symposium on Remote Sensing of Environment.

  • Karmas and Karantzalos, 2017. Effective and Scalable Computation of Termporal Colour Composites from Earth Observation Big Data, International Symposium on Remote Sensing of Environment.

  • Kontopoulou E., Kolokoussis P. and Karantzalos K., 2017. Water quality estimation in Greek lakes from Landsat 8 multispectral satellite data, European Water, Vol.58, pp.191-196.

  • Albrechtova et al., 2017. Global Land Cover Products Validation and Inter-comparison in South Central and Eastern Europe, ESA WorldCover Conference.


Technical Reports

    Several technical reports for research projects



    PhD thesis, 2006. "Automatic feature extraction from aerial and satellite imagery with computer vision techniques".

    Diploma thesis, 2000. "Edge Detection from Aerial and Satellite Imagery".