Publication: Object-based dynamic time warping for crop mapping

31 May

A new paper is now published in Remote Sensing journal (open-access). It uses Sentinel-2 time series of vegetation indices to extract temporal pattern for crops in highly managed agricultural areas in Texas and California. It uses the dynamic time warping algorithm to match the highly heterogeneous patterns of crops and test multiple time constrained on DTW. We applied the analysis …

eCognition webinar on deep learning

19 Mar

On January 16th, 2019, I was a presenter for an eCognition webinar focused on Deep Learning, UAVs and Precision Agriculture. The presentation was focused on the methods and results from the paper published few months earlier in Drones. It was my first experience as an online presenter to a larger audience (300+ participants) and I hope I made my point …