Current Research

Research in: Medical Imaging and Machine Learning, Computer Vision and Machine Learning,  Immersive Video and Virtual Reality.

Machine Learning for Brain Science

• Novel computational approaches for neural speech prostheses and causal dynamics of language processing
• Understanding Cortical Networks Related to Speech Using Deep Learning on ECOG Data

Immersive Video 

• Coding and Streaming of Point Cloud Video
• Dynamic and Predictive Streaming of 360-Degree Video
• 360-Degree Video Coding

MRI Image Processing and Analysis

• MRI Image Reconstruction
• MRI Image Denoising
• MRI Image Analytics

Computer Vision and Machine Learning

• Deep Convolutional Dictionary Learning for Image Restoration