Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation

Keyphrases

• Algorithm Design 33%
• Deep Learning Model 100%
• Distance Transform 33%
• Distribution Testing 33%
• Fuzzy Uncertainty 100%
• High Classification Accuracy 33%
• High Performance 33%
• Image Level 33%
• Image Segmentation 33%
• Interval Fuzzy Set 66%
• Model Uncertainty 33%
• Monte Carlo Dropout 33%
• Multiple Prediction 33%
• Out-of-distribution Data 33%
• Out-of-distribution Detection 100%
• Segmentation Model 66%
• Segmentation Problem 33%
• Semantic Segmentation 100%
• Skin Lesion Segmentation 33%
• Test Time Augmentation 33%
• Training Data 33%
• Transform Operator 33%
• Uncertain Data 33%
• Uncertainty Test 33%

Computer Science

• Algorithm Design 25%
• Classification Accuracy 25%
• Data Distribution 25%
• Deep Learning Model 75%
• Detection Algorithm 100%
• Distance Transform 25%
• Fuzzy sets 50%
• Image Segmentation 100%
• Lesion Segmentation 25%
• Level Uncertainty 25%
• Model Uncertainty 25%
• Sample Distribution 75%
• Segmentation Model 50%
• Segmentation Task 25%
• Training Data 25%

Engineering

• Classification Accuracy 33%
• Deep Learning 100%
• Detection Algorithm 100%
• Distance Transform 33%
• Input Data 33%
• Level Image 33%
• Model Uncertainty 33%
• Tasks 33%
• Test Distribution 33%
• Test Image 33%
• Test Time 66%