Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspection

Keyphrases

• Acquisition Function 16%
• Active Learning 100%
• CamVid 16%
• Image Segmentation 100%
• Infrastructure Inspection 16%
• Inspection Image 16%
• Inspection Task 33%
• Large Amount of Data 16%
• Learning Objectives 16%
• Monte Carlo Dropout 16%
• Mutual Information 16%
• Pipeline Inspection 16%
• Segmentation Model 16%
• Underwater Infrastructure 16%
• Underwater Inspection 100%
• Underwater pipelines Monitoring 16%

Computer Science

• Active Learning 100%
• Image Segmentation 100%
• Mutual Information 16%
• Pipeline Datasets 16%
• Reproducibility 16%
• Segmentation Model 16%