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06/23/2023
Magenta Green Screen: Spectrally Multiplexed Alpha Matting with Deep Colorization
We introduce Magenta Green Screen, a novel machine learning–enabled matt...
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05/24/2022
Jointly Optimizing Color Rendition and In-Camera Backgrounds in an RGB Virtual Production Stage
While the LED panels used in virtual production systems can display vibr...
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05/12/2022
HDR Lighting Dilation for Dynamic Range Reduction on Virtual Production Stages
We present a technique to reduce the dynamic range of an HDRI lighting e...
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06/03/2021
NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination
We address the problem of recovering the shape and spatially-varying ref...
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04/06/2021
A New Dimension in Testimony: Relighting Video with Reflectance Field Exemplars
We present a learning-based method for estimating 4D reflectance field o...
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03/26/2021
Baking Neural Radiance Fields for Real-Time View Synthesis
Neural volumetric representations such as Neural Radiance Fields (NeRF) ...
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10/17/2020
Light Stage Super-Resolution: Continuous High-Frequency Relighting
The light stage has been widely used in computer graphics for the past t...
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08/09/2020
Neural Light Transport for Relighting and View Synthesis
The light transport (LT) of a scene describes how it appears under diffe...
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08/05/2020
Learning Illumination from Diverse Portraits
We present a learning-based technique for estimating high dynamic range ...
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06/18/2019
DeepView: View Synthesis with Learned Gradient Descent
We present a novel approach to view synthesis using multiplane images (M...
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05/02/2019
Single Image Portrait Relighting
Lighting plays a central role in conveying the essence and depth of the ...
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04/02/2019
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality
We present a learning-based method to infer plausible high dynamic range...
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10/20/2018