notesum.ai

Published at November 26

Automatic Skull Reconstruction by Deep Learnable Symmetry Enforcement

eess.IV

cs.CV

cs.LG

Released Date: November 26, 2024

Authors: Marek Wodzinski^1,2, Mateusz Daniol¹, Daria Hemmerling¹

Aff.: ¹Department of Measurement and Electronics AGH University of Krakow, Kraków, Poland; ²University of Applied Sciences Western Switzerland (HES-SO Valais), Institute of Informatics, Sierre, Switzerland

Arxiv: http://arxiv.org/abs/2411.17342v1

Network	SkullBreak			SkullFix
	Train	Validation	Test	Train	Validation	Test
ResNet	0.903	0.892	0.907	0.911	0.905	0.896
ViT	0.942	0.958	0.956	0.973	0.952	0.969