Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning.
Yuto OngaShingo FujiyamaHayato AraiYusuke ChayamaHitoshi IyatomiKenichi OishiPublished in: CoRR (2019)
Keyphrases
- metric learning
- mri images
- mri brain images
- distance metric
- maximum variance unfolding
- brain tissue
- magnetic resonance images
- pairwise
- multi task
- data sets
- dimensionality reduction
- brain tumors
- similarity measure
- imaging modalities
- distance measure
- image features
- magnetic resonance imaging
- fully automatic
- mri data
- distance function
- unsupervised learning
- semi supervised
- nonlinear dimensionality reduction
- image analysis
- mahalanobis metric