Object Permanence in Object Detection Leveraging Temporal Priors at Inference Time

no code implementations • 28 Nov 2022 • Michael Fürst, Priyash Bhugra, René Schuster, Didier Stricker

Humans understand this concept at young ages and know that another person is still there, even though it is temporarily occluded.

Object object-detection +1

RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product

no code implementations • 26 Oct 2022 • Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Caglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio

The results demonstrate an improvement of approximately 0. 89% in classifying satellite imagery on 15 classes using a multi-temporal approach on monthly time series images compared to the mono-temporal approach.

Change Detection Classification +3