Localizing 2D Ultrasound Probe from Ultrasound Image Sequences Using Deep Learning for Volume Reconstruction.
Kanta MiuraKoichi ItoTakafumi AokiJun OhmiyaSatoshi KondoPublished in: ASMUS/PIPPI@MICCAI (2020)
Keyphrases
- deep learning
- volume reconstruction
- ultrasound image sequences
- laser scanning
- image registration
- cross sections
- mr images
- unsupervised learning
- unsupervised feature learning
- visual inspection
- machine learning
- mental models
- weakly supervised
- high resolution
- three dimensional
- cross sectional
- cross section
- feature space
- object recognition
- dimensionality reduction
- pattern recognition
- multiscale
- high dimensional
- image analysis