Unsupervised place recognition with deep embedding learning over radar videos

We learn, in an unsupervised way, an embedding from sequences of radar images that is suitable for solving place recognition problem using complex radar data. We experiment on 280 km of data and show performance exceeding state-of-the-art supervised approaches, localising correctly 98.38 % of the ti...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Gadd, M, De Martini, D, Newman, P
Format: Conference item
Sprache:English
Veröffentlicht: IEEE 2021