3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation.
Masahiro OdaNatsuki ShimizuHolger R. RothKenichi KarasawaTakayuki KitasakaKazunari MisawaMichitaka FujiwaraDaniel RueckertKensaku MoriPublished in: DLMIA/ML-CDS@MICCAI (2017)
Keyphrases
- optic disc
- accurate localization
- image segmentation
- segmentation method
- segmentation algorithm
- preprocessing step
- segmentation accuracy
- level set
- segmentation errors
- region growing
- image analysis
- multiscale
- regression model
- fully automatic
- reliable detection
- gaussian processes
- segmented regions
- color and texture information
- regression forests
- data driven
- image features
- image processing
- model selection
- regression problems
- supervised feature selection
- selection scheme
- geometric features
- feature representation
- multiple objects
- motion segmentation
- shape prior
- medical imaging
- feature extraction