Pattern Recognition and Machine Learning

• Artificial neural networks
• Dimensionality reduction
• Classification and clustering
• Support vector machines
• Structural pattern recognition
• Deep learning and Reinforcement Learning
• Transfer Learning

Computer Vision and Robot Vision

• Biologically motivated vision
• Physics-based vision
• Computational photography
• 3D visioin
• Motion analysis and tracking
• Object detection and recognition
• Scene understanding

Signal Processing

• Signal and image processing
• Audio and acoustic processing and analysis
• Spoken language processing
• Texture and color analysis
• Enhancement and restoration
• Biomedical signal analysis
• Brain-Computer Interface

Media Processing and Interaction

• Surveillance and Security
• Mixed and augmented reality
• Human computer interaction
• Handwriting recognition
• Document understanding
• Biometric systems
• Multimedia analysis and retrieval