David Lindell

Generative video models for controllable digital human avatars

Principal investigators: Lindell, David Brian DB

Keywords: 3d reconstruction; computer graphics; computer vision; diffusion models; digital human; facial animation; generative models; machine learning; neural rendering; video generative models

Multiview Burst Imaging for High Dynamic Range and Low-Light Radiance Fields

Principal investigators: Lindell, David Brian

Keywords: Information systems and technology

Differentiable computational imaging using coded-exposure sensors and flux-to-digital conversion

Principal investigators: Lindell, David Brian

Keywords: Information systems and technology

Implicit Representations for 4D Digital Humans

Principal investigators: Lindell, David Brian DB

Keywords: 3d reconstruction; animation; character; digital human; implicit representation; light stage; machine learning; motion capture; neural rendering; video games

Ultrafast Phase-Modulated Coherent Lidar Using Off-the-Shelf Optical Modems

Principal investigators: Lindell, David Brian DB

Keywords: 3d reconstruction; active imaging; coherent lidar; computational imaging; computer vision; doppler imaging; homodyne detection; optical modem; polarization imaging; telecommunications

Single-Photon Cameras for Extreme Computer Vision and Computational Astronomy

Principal investigators: Kutulakos, Kiriakos

Neural Signal Representations for Physics-Based Machine Learning and Active 3D Imaging

Principal investigators: Lindell, David

Neural Signal Representations for Physics-Based Machine Learning and Active 3D Imaging

Principal investigators: Lindell, David

Keywords: computer vision; machine learning; neural networks; computational imaging; 3d imaging; active imaging; lidar; non-line-of-sight imaging; neural rendering; single-photon imaging