Enhancing Contrastive Learning with Positive Pair Mining for Few-Shot Hyperspectral Image Classification

Keyphrases

• Hyperspectral Image Classification 100%
• Contrastive Learning 100%
• Few-shot 100%
• Positive Pairs 100%
• Data Augmentation 50%
• Deep Learning 33%
• Learning Algorithm 16%
• Classification Problem 16%
• Deep Neural Network 16%
• Annotated Dataset 16%
• Hyperspectral 16%
• Accuracy Improvement 16%
• Effective Solutions 16%
• Labeling Efficiency 16%
• Generation Approach 16%
• High-quality Data 16%
• Manual Labeling 16%
• Supervised Contrastive Learning 16%
• Classification Benchmark 16%
• View Generation 16%
• Popular 16%
• Self-supervised Learning 16%
• Proposed Strategy 16%
• Mining Strategy 16%

Computer Science

• Image Classification 100%
• Contrastive Learning 100%
• Hyperspectral Image 100%
• Data Augmentation 50%
• Deep Learning Method 33%
• Deep Neural Network 16%
• Self-Supervised Learning 16%
• Learning Algorithm 16%
• Effective Solution 16%
• Classification Problem 16%