Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks

Keyphrases

• Cell nucleus 100%
• Artificial Neural Network 100%
• Microscopic Image 100%
• Data Augmentation 100%
• Semantic-aware 100%
• Training Data 50%
• Semantic Segmentation 50%
• Segmentation Object 50%
• Current Solution 25%
• Amount of Training 25%
• Biomedical Images 25%
• Biomedical Field 25%
• Natural Images 25%
• Object Detection 25%
• Generalization Ability 25%
• Artificial Images 25%
• Greedy 25%
• Object Semantics 25%
• Autoaugmentation 25%
• Augmentation Policy 25%
• Segmentation Labels 25%
• Artificial Cells 25%

Computer Science

• Neural Network 100%
• Data Augmentation 100%
• Image Segmentation 50%
• Training Data 25%
• Object Detection 25%
• Training Dataset 25%
• Segmentation Label 25%

Engineering

• Artificial Neural Network 100%
• Initial Set 66%
• Biomedical Field 33%
• Natural Image 33%
• Segmentation Label 33%