Media Summary: Presentation with audio from DeepLight: Learning Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde We present a CNN-based ... My first paper reproduction. A traditional method based on Retinex model, relatively simple in thinking and implementation. I don't ...

Illumination Estimation - Detailed Analysis & Overview

Presentation with audio from DeepLight: Learning Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde We present a CNN-based ... My first paper reproduction. A traditional method based on Retinex model, relatively simple in thinking and implementation. I don't ... Faithful manipulation of shape, material, and The video demonstrates our photometric contribution to the realism of the virtual object. One can notice a correct specular ... Presented at CVPR 2026. Project page: Title:

0:00 Have you ever noticed how your phone screen automatically dims or brightens depending on where your standing.

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Learning to Estimate Illumination (CVPR 2019)
Deep Outdoor Illumination Estimation
【Paper reproduction】LIME: Low Light Image Enhancement via Illumination Map Estimation
Real-time Illumination Estimation for Mixed Reality on Mobile Devices
AIM2020: Scene Relighting and Illumination Estimation Challenge (ECCVW 2020)
Illumination estimation
Physically-Plausible Illumination Distribution Estimation
Joint Material and Illumination Estimation from Photo Sets in the Wild
Fast and Accurate Illumination Estimation Using LDR Panoramic Images for Realistic Rendering
Reflectance and Illumination Estimation for Realistic AR Applications - Gonzo
Lighting in Motion: Spatiotemporal HDR Lighting Estimation
Reflectance and Illumination Estimation for Realistic Augmentations of Real Scenes
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Learning to Estimate Illumination (CVPR 2019)

Learning to Estimate Illumination (CVPR 2019)

Presentation with audio from DeepLight: Learning

Deep Outdoor Illumination Estimation

Deep Outdoor Illumination Estimation

Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde We present a CNN-based ...

【Paper reproduction】LIME: Low Light Image Enhancement via Illumination Map Estimation

【Paper reproduction】LIME: Low Light Image Enhancement via Illumination Map Estimation

My first paper reproduction. A traditional method based on Retinex model, relatively simple in thinking and implementation. I don't ...

Real-time Illumination Estimation for Mixed Reality on Mobile Devices

Real-time Illumination Estimation for Mixed Reality on Mobile Devices

IEEE VR2020.

AIM2020: Scene Relighting and Illumination Estimation Challenge (ECCVW 2020)

AIM2020: Scene Relighting and Illumination Estimation Challenge (ECCVW 2020)

data: https://github.com/majedelhelou/VIDIT author's personal website: https://majedelhelou.github.io.

Illumination estimation

Illumination estimation

Illumination estimation

Physically-Plausible Illumination Distribution Estimation

Physically-Plausible Illumination Distribution Estimation

Physically-Plausible

Joint Material and Illumination Estimation from Photo Sets in the Wild

Joint Material and Illumination Estimation from Photo Sets in the Wild

Faithful manipulation of shape, material, and

Fast and Accurate Illumination Estimation Using LDR Panoramic Images for Realistic Rendering

Fast and Accurate Illumination Estimation Using LDR Panoramic Images for Realistic Rendering

TVCG paper for 360

Reflectance and Illumination Estimation for Realistic AR Applications - Gonzo

Reflectance and Illumination Estimation for Realistic AR Applications - Gonzo

The video demonstrates our photometric contribution to the realism of the virtual object. One can notice a correct specular ...

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:

Reflectance and Illumination Estimation for Realistic Augmentations of Real Scenes

Reflectance and Illumination Estimation for Realistic Augmentations of Real Scenes

We present a new method for the

3.  Light estimation

3. Light estimation

0:00 Have you ever noticed how your phone screen automatically dims or brightens depending on where your standing.