SV-RCNet: Workflow recognition from surgical videos using recurrent convolutional network

Keyphrases

• Workflow Recognition 100%
• Surgical Video 100%
• Recurrent Convolutional Network 100%
• Visual Features 40%
• Computer-based Intervention 40%
• State-of-the-art Techniques 20%
• Phase Transition 20%
• Consistency Results 20%
• Superior Performance 20%
• Learning Process 20%
• Knowledge Inference 20%
• Recurrent Neural Network 20%
• Temporal Features 20%
• Visual Representation 20%
• Recognition Performance 20%
• Context-aware 20%
• Convolutional Neural Network 20%
• Spatio-temporal Features 20%
• Intervention System 20%
• Temporal Dependence 20%
• Natural Characteristics 20%
• MICCAI 20%
• Deep Residual Network 20%
• Automatic Workflow 20%
• Long Short-term Memory Network 20%
• Convolutional Architecture 20%
• Cholec80 20%
• Feature Dependency 20%
• Sequential Dynamics 20%
• Inference Scheme 20%

Computer Science

• Convolutional Network 100%
• Temporal Feature 100%
• Visual Feature 100%
• Visual Informations 50%
• Learning Process 50%
• Convolutional Neural Network 50%
• Full Advantage 50%
• Recurrent Neural Network 50%
• Superior Performance 50%
• Visual Representation 50%
• Recognition Performance 50%
• Deep Residual Network 50%
• Temporal Information 50%
• Lstm 50%