Pratul P. Srinivasan | DeepAI

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∙ 05/25/2023

Eclipse: Disambiguating Illumination and Materials using Unintended Shadows

Decomposing an object's appearance into representations of its materials...

0 Dor Verbin, et al. ∙

∙ 04/13/2023

Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields

Neural Radiance Field training can be accelerated through the use of gri...

0 Jonathan T. Barron, et al. ∙

∙ 02/28/2023

BakedSDF: Meshing Neural SDFs for Real-Time View Synthesis

We present a method for reconstructing high-quality meshes of large unbo...

4 Lior Yariv, et al. ∙

∙ 02/23/2023

MERF: Memory-Efficient Radiance Fields for Real-time View Synthesis in Unbounded Scenes

Neural radiance fields enable state-of-the-art photorealistic view synth...

0 Christian Reiser, et al. ∙

∙ 02/16/2023

PersonNeRF: Personalized Reconstruction from Photo Collections

We present PersonNeRF, a method that takes a collection of photos of a s...

0 Chung-Yi Weng, et al. ∙

∙ 04/07/2022

Gravitationally Lensed Black Hole Emission Tomography

Measurements from the Event Horizon Telescope enabled the visualization ...

2 Aviad Levis, et al. ∙

∙ 02/10/2022

Block-NeRF: Scalable Large Scene Neural View Synthesis

We present Block-NeRF, a variant of Neural Radiance Fields that can repr...

0 Matthew Tancik, et al. ∙

∙ 01/11/2022

HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video

We introduce a free-viewpoint rendering method – HumanNeRF – that works ...

17 Chung-Yi Weng, et al. ∙

∙ 12/07/2021

Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields

Neural Radiance Fields (NeRF) is a popular view synthesis technique that...

0 Dor Verbin, et al. ∙

∙ 12/06/2021

Dense Depth Priors for Neural Radiance Fields from Sparse Input Views

Neural radiance fields (NeRF) encode a scene into a neural representatio...

0 Barbara Roessle, et al. ∙

∙ 11/29/2021

Urban Radiance Fields

The goal of this work is to perform 3D reconstruction and novel view syn...

0 Konstantinos Rematas, et al. ∙

∙ 11/23/2021

Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields

Though neural radiance fields (NeRF) have demonstrated impressive view s...

7 Jonathan T. Barron, et al. ∙

∙ 10/12/2021

Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image

We present a method that takes as input a single dual-pixel image, and s...

0 Shumian Xin, et al. ∙

∙ 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...

13 Xiuming Zhang, et al. ∙

∙ 03/26/2021

Baking Neural Radiance Fields for Real-Time View Synthesis

Neural volumetric representations such as Neural Radiance Fields (NeRF) ...

6 Peter Hedman, et al. ∙

∙ 03/24/2021

Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields

The rendering procedure used by neural radiance fields (NeRF) samples a ...

0 Jonathan T. Barron, et al. ∙

∙ 12/07/2020

NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis

We present a method that takes as input a set of images of a scene illum...

0 Pratul P. Srinivasan, et al. ∙

∙ 12/03/2020

Learned Initializations for Optimizing Coordinate-Based Neural Representations

Coordinate-based neural representations have shown significant promise a...

4 Matthew Tancik, et al. ∙

∙ 08/04/2020

Deep Multi Depth Panoramas for View Synthesis

We propose a learning-based approach for novel view synthesis for multi-...

1 Kai-En Lin, et al. ∙

∙ 06/18/2020

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

We show that passing input points through a simple Fourier feature mappi...

24 Matthew Tancik, et al. ∙

∙ 03/19/2020

NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

We present a method that achieves state-of-the-art results for synthesiz...

4 Ben Mildenhall, et al. ∙

∙ 03/18/2020

Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination

We present a deep learning solution for estimating the incident illumina...

3 Pratul P. Srinivasan, et al. ∙

∙ 05/02/2019

Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines

We present a practical and robust deep learning solution for capturing a...

6 Ben Mildenhall, et al. ∙

∙ 05/01/2019

Pushing the Boundaries of View Extrapolation with Multiplane Images

We explore the problem of view synthesis from a narrow baseline pair of ...

8 Pratul P. Srinivasan, et al. ∙

∙ 11/21/2017

Aperture Supervision for Monocular Depth Estimation

We present a novel method to train machine learning algorithms to estima...

0 Pratul P. Srinivasan, et al. ∙

∙ 08/10/2017

Learning to Synthesize a 4D RGBD Light Field from a Single Image

We present a machine learning algorithm that takes as input a 2D RGB ima...

0 Pratul P. Srinivasan, et al. ∙

∙ 04/18/2017

Light Field Blind Motion Deblurring

We study the problem of deblurring light fields of general 3D scenes cap...

0 Pratul P. Srinivasan, et al. ∙