LiDAR-based 3D sensors provide point clouds, a canonical 3D representation used in various scene understanding…
Research Categories
Low-light Scene Inference Projects
Single-photon sensors are a novel class of imaging sensors that are sensitive to the individual…
Single-photon sensors measure light signals at the finest possible resolution — individual photons. These sensors…
Motion estimation is important not only for human vision systems, but also for machine vision….
Single-photon avalanche diodes (SPADs) are novel image sensors that record the arrival of individual photons…
Scene inference under low-light is a challenging problem due to severe noise in the captured…
Reconstruction of high-resolution extreme dynamic range images from a small number of low dynamic range…
Scene understanding under low-light conditions is a challenging problem. This is due to the small…