Theory of Machine Learning

Deep Learning, Representing Learning, Transfer Learning,Reinforcement Learning, Context Modeling

Image Recognition

• Image Restoration and Space-time Super-resolution Reconstruction
• Sample Labeling, Target Recognition (Target Detection, Target Classification)
• Test and Evaluation System

Aviation Maintenance

• Fault Diagnosis and Life Prediction
• PHM System

Aviation Meteorology

• Weather Support for Flight Test (Ice Deposition, Wind Shear)
• Thunderstorm, Wind Shear Prediction, Wind Field Inversion, GPS Wave Inversion
• Cloud Map Classification, Typhoon Monitoring and Haze Monitoring

Medical AI

• Text Image and Image Recognition
• Information Extraction and Symptom Classification

Applications

• Turbulent combustion (image analysis), aero-optics (image restoration), aircraft icing monitoring;
• Wire detection, defect detection, scene matching, object extraction, sample labeling;
• Aircraft maintenance, PHM, airport runway FOD;
• Test flight meteorology, marine environmental protection, haze monitoring;
• Medical data analysis, financial analysis, unattended convenience stores.