Friday, 18 May 2018
GRSS Webinar: Information Extraction from Very High Resolution Satellite Imagery at Scale (June 15th)
Speaker: Nikki Aldeborgh
Date: June 15th, 2018, 3pm GMT
Abstract: This webinar will cover techniques that we've developed at DigitalGlobe to extract information from very high resolution satellite imagery using deep learning. I will discuss feature classification for diverse use cases such as settlement detection and property attribution, as well as semantic segmentation for the delineation of man-made features such as buildings. I will also describe the important challenges that are associated with building and deploying deep learning algorithms at the scale required by satellite imagery analytics applications, and the potential ways forward that we've identified.