Identification of Location and Geometry of Invisible Internal Defects in Structures using Deep Learning and Surface Deformation Field.
Suman TimilsinaSeong Min JangCheol Woo JoYong Nam KwonKee-Sun SohnKwang Ho LeeJi Sik KimPublished in: Adv. Intell. Syst. (2023)
Keyphrases
- deep learning
- deformation field
- surface registration
- three dimensional
- unsupervised learning
- harmonic maps
- vector field
- boundary conditions
- image intensity
- image registration
- mutual information
- machine learning
- mental models
- b spline
- d objects
- surface matching
- higher order
- multiresolution
- depth map
- state space
- loss function
- maximum likelihood
- regularization term
- object recognition
- feature extraction