Single image calibration using knowledge distillation approaches

Although recent deep learning-based calibration methods can predict extrinsic and intrinsic camera parameters from a single image, their generalization remains limited by the number and distribution of training data samples. The huge computational and space requirement prevents convolutional neural...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2022-12
Hauptverfasser:	Khadidja Ould Amer, Hadjerci, Oussama, Mohamed Abbas Hedjazi, Letienne, Antoine
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Calibration Cameras Deep learning Distillation Parameters Pitch (inclination) Rolling motion Training
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!