Mark Boss
Mark Boss
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MARBLE: Material Recomposition and Blending in CLIP-Space
Editing materials of objects in images based on exemplar images is an active area of research in computer vision and graphics. We …
Ta-Ying Cheng
,
Prafull Sharma
,
Mark Boss
,
Varun Jampani
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PDF
Website
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Demo
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
We study the problem of single-image 3D object reconstruction. Recent works have diverged into two directions: regression-based …
Zixuan Huang
,
Mark Boss
,
Aaryaman Vasishta
,
James M. Rehg
,
Varun Jampani
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PDF
Website
Video
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Model
Demo
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement
We present SF3D, a novel method for rapid and high-quality textured mesh reconstruction from a single image. Utilizing the Large …
Mark Boss
,
Zixuan Huang
,
Aaryaman Vasishta
,
Varun Jampani
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PDF
Website
Video
Code
Model
Demo
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
We present Stable Video 3D (SV3D) - a latent video diffusion model for high-resolution, image-to-multi-view generation of orbital …
Vikram Voleti
,
Chun-Han Yao
,
Mark Boss
,
Adam Letts
,
David Pankratz
,
Dmitrii Tochilkin
,
Christian Laforte
,
Robin Rombach
,
Varun Jampani
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PDF
Website
Video
Collaborative Control for Geometry-Conditioned PBR Image Generation
Current 3D content generation builds on generative models that output RGB images. Modern graphics pipelines, however, require …
Shimon Vainer
,
Mark Boss
,
Mathias Parger
,
Konstantin Kutsy
,
Dante De Nigris
,
Ciara Rowles
,
Nicolas Perony
,
Simon Donné
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PDF
Website
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
We present SHINOBI, an end-to-end framework for the reconstruction of shape, material, and illumination from object images captured …
Andreas Engelhardt
,
Amit Raj
,
Mark Boss
,
Yunzhi Zhang
,
Abhishek Kar
,
Yuanzhen Li
,
Deqing Sun
,
Ricardo Martin Brualla
,
Jonathan T. Barron
,
Hendrik P. A. Lensch
,
Varun Jampani
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PDF
Video
Website
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
Inverse rendering of an object under entirely unknown capture conditions is a fundamental challenge in computer vision and graphics. …
Mark Boss
,
Andreas Engelhardt
,
Abhishek Kar
,
Yuanzhen Li
,
Deqing Sun
,
Jonathan T. Barron
,
Hendrik P. A. Lensch
,
Varun Jampani
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Slides
arXiv
Video
Code
Scenes
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition
Decomposing a scene into its shape, reflectance and illumination is a fundamental problem in computer vision and graphics. Neural …
Mark Boss
,
Varun Jampani
,
Raphael Braun
,
Ce Liu
,
Jonathan T. Barron
,
Hendrik P. A. Lensch
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arXiv
Video
Code
NeRD: Neural Reflectance Decomposition from Image Collections
Decomposing a scene into its shape, reflectance, and illumination is a challenging but important problem in computer vision and …
Mark Boss
,
Raphael Braun
,
Varun Jampani
,
Jonathan T. Barron
,
Ce Liu
,
Hendrik P. A. Lensch
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arXiv
Video
Code
Dataset
Two-shot Spatially-varying BRDF and Shape Estimation
Capturing the shape and spatially-varying appearance (SVBRDF) of an object from images is a challenging task that has applications in …
Mark Boss
,
Varun Jampani
,
Kihwan Kim
,
Hendrik P. A. Lensch
,
Jan Kautz
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Paper + Supplementary
arXiv
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