Neural Imaging and Computational Displays - SPACE Webinar Series
Offered By: IEEE Signal Processing Society via YouTube
Course Description
Overview
Explore cutting-edge advancements in computational imaging and displays through this IEEE Signal Processing Society webinar featuring Prof. Gordon Wetzstein from Stanford University. Delve into a wide range of topics, including single-photon avalanche diodes, imaging through highly scattering media, deep optics for depth estimation, and computational near-eye displays with focus capabilities. Learn about holographic near-eye displays, camera-in-the-loop hologram optimization, and the innovative Wirtinger holography technique. Discover how the Helmholtz equation is being solved and gain insights into hybrid optical-electronic CNNs. This 80-minute presentation offers a comprehensive overview of the latest developments in the field, from historical context with Muybridge's multi-camera array to state-of-the-art applications in computational imaging and display technologies.
Syllabus
Intro
Muybridge's Multi-Camera Array at Stan
Single-photon Avalanche Diodes
Retroreflective Mannequin Measurements
Imaging through Highly Scattering Me
Deep Optics for Depth Estimation
Computational Near-eye Displays with Focus
Holographic Near-eye Displays
Camera-in-the-loop (CITL) Hologram Optimiza
Wirtinger Holography
Our Camera-in-the-loop Optimization
Solving the Helmholtz Equation
Hybrid Optical-Electronic CNNS
Taught by
IEEE Signal Processing Society
Related Courses
Introduction to Artificial IntelligenceStanford University via Udacity Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Computational Photography
Georgia Institute of Technology via Coursera Einführung in Computer Vision
Technische Universität München (Technical University of Munich) via Coursera Introduction to Computer Vision
Georgia Institute of Technology via Udacity