Media Summary: Presentation video of ECCV 2022 work “Neural Presentation with audio from DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality. Spatially and color consistent environment

Lighting Estimation Via Differentiable Screen - Detailed Analysis & Overview

Presentation video of ECCV 2022 work “Neural Presentation with audio from DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality. Spatially and color consistent environment Authors: Sean Fanello, Christoph Rhemann, Jonathan Taylor, Sofien Bouaziz, Adarsh Kowdle, Rohit Pandey, Sergio ... CVPR 2019 Paper Video (Oral) Project: Modern computer vision ... Presenter: Yiqin Zhao (WPI), joint work with Tian Guo (WPI).

Presented at CVPR 2026. Project page: Title: Short explanation of the paper Towards a Perceptual Evaluation Framework for [Authors] Jinwoo Park* (KAIST UVR Lab.), Hunmin Park (KAIST), Sung-Eui Yoon (KAIST), Woontack Woo (KAIST UVR Lab.).

Photo Gallery

Lighting Estimation via Differentiable Screen-Space Rendering
Real Time Lighting Estimation for Augmented Reality via Differentiable Screen Space Rendering
[ECCV'22] Neural Light Field Estimation with Differentiable Virtual Object Insertion
Learning to Estimate Illumination (CVPR 2019)
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing
CIS Seminar 12/03/25: Yiqin Zhao - Dynamic Lighting Estimation for Augmented Reality Systems
Spatially and color consistent environment lighting estimation using deep neural networks for XR
Learning to Estimate Environmental Lighting
Inverse Path Tracing for Joint Material and Lighting Estimation (CVPR 2019 Oral)
PointAR: Efficient Lighting Estimation for Mobile Augmented Reality ECCV 2020 presentation
DeepLight: Light Source Estimation for Augmented Reality Using Deep Learning
Lighting in Motion: Spatiotemporal HDR Lighting Estimation
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Lighting Estimation via Differentiable Screen-Space Rendering

Lighting Estimation via Differentiable Screen-Space Rendering

Estimation

Real Time Lighting Estimation for Augmented Reality via Differentiable Screen Space Rendering

Real Time Lighting Estimation for Augmented Reality via Differentiable Screen Space Rendering

Real Time

Sponsored
[ECCV'22] Neural Light Field Estimation with Differentiable Virtual Object Insertion

[ECCV'22] Neural Light Field Estimation with Differentiable Virtual Object Insertion

Presentation video of ECCV 2022 work “Neural

Learning to Estimate Illumination (CVPR 2019)

Learning to Estimate Illumination (CVPR 2019)

Presentation with audio from DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality.

StyleLight: HDR Panorama Generation for Lighting Estimation and Editing

StyleLight: HDR Panorama Generation for Lighting Estimation and Editing

StyleLight: HDR Panorama Generation for

Sponsored
CIS Seminar 12/03/25: Yiqin Zhao - Dynamic Lighting Estimation for Augmented Reality Systems

CIS Seminar 12/03/25: Yiqin Zhao - Dynamic Lighting Estimation for Augmented Reality Systems

Abstract: Accurate environment

Spatially and color consistent environment lighting estimation using deep neural networks for XR

Spatially and color consistent environment lighting estimation using deep neural networks for XR

Spatially and color consistent environment

Learning to Estimate Environmental Lighting

Learning to Estimate Environmental Lighting

Authors: Sean Fanello, Christoph Rhemann, Jonathan Taylor, Sofien Bouaziz, Adarsh Kowdle, Rohit Pandey, Sergio ...

Inverse Path Tracing for Joint Material and Lighting Estimation (CVPR 2019 Oral)

Inverse Path Tracing for Joint Material and Lighting Estimation (CVPR 2019 Oral)

CVPR 2019 Paper Video (Oral) Project: https://niessnerlab.org/projects/azinovic2019inverse.html Modern computer vision ...

PointAR: Efficient Lighting Estimation for Mobile Augmented Reality ECCV 2020 presentation

PointAR: Efficient Lighting Estimation for Mobile Augmented Reality ECCV 2020 presentation

Presenter: Yiqin Zhao (WPI), joint work with Tian Guo (WPI).

DeepLight: Light Source Estimation for Augmented Reality Using Deep Learning

DeepLight: Light Source Estimation for Augmented Reality Using Deep Learning

Demonstration video for research paper: https://link.springer.com/article/10.1007%2Fs00371-019-01666-x.

Lighting in Motion: Spatiotemporal HDR Lighting Estimation

Lighting in Motion: Spatiotemporal HDR Lighting Estimation

Presented at CVPR 2026. Project page: https://eyeline-labs.github.io/LiMo/ Title:

Differentiable Adaptive 4D Structured Illumination for Joint Capture of Shape and Reflectance

Differentiable Adaptive 4D Structured Illumination for Joint Capture of Shape and Reflectance

[CVPR2026]

Light Estimation from single view

Light Estimation from single view

Estimating light

Towards a Perceptual Evaluation Framework for Lighting Estimation -- CVPR2024

Towards a Perceptual Evaluation Framework for Lighting Estimation -- CVPR2024

Short explanation of the paper Towards a Perceptual Evaluation Framework for

[TVCG 2020] Physically-inspired Deep Light Estimation from a Homogeneous-Material Object for MR

[TVCG 2020] Physically-inspired Deep Light Estimation from a Homogeneous-Material Object for MR

[Authors] Jinwoo Park* (KAIST UVR Lab.), Hunmin Park (KAIST), Sung-Eui Yoon (KAIST), Woontack Woo (KAIST UVR Lab.).

Light Estimation in Augmented Reality

Light Estimation in Augmented Reality

A quick video showing how to setup

Real-time Illumination Estimation for Mixed Reality on Mobile Devices

Real-time Illumination Estimation for Mixed Reality on Mobile Devices

IEEE VR2020.

Estimation of Illuminant for Plausible Lighting in Augmented Reality   ISUVR2011

Estimation of Illuminant for Plausible Lighting in Augmented Reality ISUVR2011

Estimation

MobiSys 2019 - GLEAM: An Illumination Estimation Framework for Real-time Photorealistic Augmented Re

MobiSys 2019 - GLEAM: An Illumination Estimation Framework for Real-time Photorealistic Augmented Re

Presented at MobiSys 2019.

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