I'm interested in computer vision and image processing. Much of my research is about inferring the physical world and camera (shape, motion, color, light, bokeh, etc) from images.
Sat2Density focuses on the geometric nature of generating high-quality ground street videos conditioned on satellite images learning from collections of satellite-ground image pairs.
D-DFFNet considers the physical mechanism of defocus blur and successfully distinguishes homogeneous regions.
In addition, we propose a larger benchmark EBD that includes more DOF cases.
The results of detection on multiple public test sets look great.