notesum.ai

Published at December 6

Reconstruction of 3D lumbar spine models from incomplete segmentations using landmark detection

eess.IV

cs.CV

Released Date: December 6, 2024

Authors: Lara Blomenkamp¹, Ivanna Kramer¹, Sabine Bauer¹, Kevin Weirauch¹, Dietrich Paulus¹

Aff.: ¹University of Koblenz

Arxiv: http://arxiv.org/pdf/2412.05065v1

Refer to caption

	Mean Point-to-Model Distance		Morphology (MAE)				Time (s)
Method	VB (mm)	Vertebra (mm)	Landmarks (mm)	Dimensions (mm)	IVD height (mm)	FSU angle (°)	Time (s)
Our	1.38	1.95	1.36	1.65	0.87	3.4	0.14
Our + ICP	1.28	1.84	1.91	1.76	1.0	3.76	1.0
ICP	3.45	6.42	14.24	3.64	16.17	40.58	1.69
ICP on VBs	1.99	2.51	3.76	3.64	7.08	25.02	1.37
ALPACA [22] on VBs	5.85	6.29	19.33	4.42	42.20	77.20	83.5