Publication: Object-based dynamic time warping for crop mapping

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 …

Publication: Using deep learning to detect citrus trees

A new publication is now open access in Drones, a new MDPI journal. This is the first open peer-review publication for this journal, meaning that you can access the review reports and the responses to reviewers. This paper is a result of a great collaboration that was a result of my research stay at UC Berkeley in 2017, where this …