USPoint: Self-Supervised Interest Point Detection and Description for Ultrasound-Probe Motion Estimation During Fine-Adjustment Standard Fetal Plane Finding

Keyphrases

• Motion Estimation 100%
• Fine Adjustment 100%
• Probe Motion 100%
• Interest Point Detection 100%
• Deep Neural Network 33%
• Local Features 33%
• Local Descriptor 33%
• Ultrasound Probe 33%
• Local Detectors 33%
• Performance Improvement 16%
• Unified Framework 16%
• Parameter Regression 16%
• Clinical Application 16%
• Clinical Data 16%
• Collaborative Learning 16%
• Specific Training 16%
• Training Data 16%
• Network Architecture 16%
• Regression-based Method 16%
• Overfitting 16%
• Generalization Ability 16%
• Clinical Value 16%
• Feature Matching 16%
• Standard Plane 16%
• Ultrasound Image 16%
• Ultrasound Diagnosis 16%
• Ultrasound Features 16%
• Obstetric Ultrasound 16%
• Mutual Benefit 16%
• Feature Learning 16%
• Hybrid Neural Network 16%
• Keypoint Detector 16%
• Keypoint Descriptors 16%
• Matching Estimation 16%
• Motion Error 16%
• Deep Regression 16%
• Local Feature Learning 16%
• Human Annotation 16%

Computer Science

• Interest Point 100%
• Motion Estimation 100%
• Point Detection 100%
• local feature 50%
• Deep Neural Network 33%
• Representation Learning 33%
• Unified Framework 16%
• Fundamental Problem 16%
• Annotation 16%
• Network Architecture 16%
• Training Data 16%
• Performance Improvement 16%
• Clinical Application 16%
• Clinical Data 16%
• Ultrasound Image 16%
• Generalization Ability 16%
• Regression Parameter 16%
• Phase Adjustment 16%
• Collaborative Learning 16%