Computer Vision & Remote Sensing Researcher
Current✧ Developing algorithms to analyze optic and radar imagery to detect and understand vegetation changes in Central Asian deserts.✧ Conducted multi-spectral image segmentation using machine and deep learning.✧ Implemented image coherence for change detection in sequential images.✧ Calculated indexes and applied algorithms to extract land cover information. ✧ Utilized classical image processing for enhanced analysis. ✧ Performed time series statistical analyses and clustering… Show more ✧ Developing algorithms to analyze optic and radar imagery to detect and understand vegetation changes in Central Asian deserts.✧ Conducted multi-spectral image segmentation using machine and deep learning.✧ Implemented image coherence for change detection in sequential images.✧ Calculated indexes and applied algorithms to extract land cover information. ✧ Utilized classical image processing for enhanced analysis. ✧ Performed time series statistical analyses and clustering to explore patterns related to vegetation dynamics. Show less