Big Data
- Deep learning methods for large scale multimedia
- Multimedia big data processing, analysis and retrieval
- Distributed solutions and architectures for big multimedia
- Convergence between Internet of Things, wearables and social media
- Big Data applications (summarization, surveillance, mobile, etc)
Social Media
- Social media data collection, filtering, and indexing
- Social media data representation and understanding
- User profiling, collective behavior and privacy aspects of social media
- Monitoring, sensing and prediction in social signals
- Detection, analysis and verification of emergent events
Computational Imaging
- Image models, sparse, low rank, and statistical models
- Image formation, model based inversion, image fusion, and optimization-based methods
- Computational imaging systems, computational photography and microscopy, medical and radar imaging
- Hardware and software for computational imaging, embedded systems, big data, and non-traditional sensors