Topics
Research
I have worked on, or am working on, the following topics.
Image Inpainting
Filling occlusions with patch-based and diffusion methods.
Explore →Video Inpainting
Patch-based and diffusion approaches for complex video scenes.
Explore →Image Editing & Autoencoders
Generative models and structured latent spaces for editing.
Explore →Background Estimation
Low-rank and robust methods for video foreground/background.
Explore →Radar Tracking
Semantic segmentation and detection in automotive radar.
Explore →Biological Tracking
Neuron tracking in biological microscopy imagery.
Explore →Film Grain Rendering
Stochastic and neural synthesis of analog film grain.
Explore →Also related: old film restoration (line scratch detection).