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: IEEE BigData (2019)
Keyphrases
- metric learning
- mri images
- mri brain images
- distance metric
- brain tumors
- magnetic resonance images
- brain tissue
- maximum variance unfolding
- magnetic resonance imaging
- medical images
- learning tasks
- semi supervised
- image features
- human brain
- brain images
- imaging modalities
- feature vectors
- feature space
- image processing
- x ray
- distance function
- dimensionality reduction
- image registration
- pairwise
- pattern recognition