2021
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R.E.L. Higgins, D.F. Fouhey, D. Zhang, Spiro K. Antiochos, Graham Barnes, Todd Hoeskema, K.D. Leka, Yang Liu, Peter W. Schuck, Tamas I. Gombosi
Fast and Accurate Emulation of the SDO/HMI Stokes Inversion with Uncertainty Quantification
Accepted in The Astrophysical Journal, 2021
[Coming Soon!]
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2020
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S. Qian*, L. Jin*, D. F. Fouhey
Associative3D: Volumetric Reconstruction from Sparse Views
ECCV 2020
[Arxiv]
[Project Page]
[Code]
[Bibtex]
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C. Rockwell, D. F. Fouhey
Full-Body Awareness from Partial Observations
ECCV 2020
[Arxiv]
[Project Page]
[Bibtex]
[Code]
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S. Jabbour, D.F. Fouhey, E. Kazerooni, M.W. Sjoding, J. Wiens
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts
MLHC 2020
[PDF]
[Bibtex]
[Code]
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D. Shan, J. Geng*, M. Shu*, D.F. Fouhey
Understanding Human Hands in Contact at Internet Scale
CVPR 2020 (Oral)
[PDF]
[Bibtex]
[Project Page & Code]
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M. El Banani, J. Corso, D.F. Fouhey
Novel Object Viewpoint Estimation through Reconstruction Alignment
CVPR 2020
[PDF]
[Supp.]
[Bibtex]
[Code and Project Page]
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N. Kulkarni, A. Gupta, D.F. Fouhey, S. Tulsiani
Articulation-aware Canonical Surface Mapping
CVPR 2020
[Arxiv]
[PDF]
[Bibtex]
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J.Y. Song, J.J.Y. Chung, D.F. Fouhey, W.S. Lasecki
C-Reference: Improving 2D to 3D Object Pose EstimationAccuracy via Crowdsourced Joint Object Estimation
CSCW (Computer-supported Cooperative Work) 2020
[PDF]
[Bibtex]
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2019
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A. Szenicer*, D.F. Fouhey*, A. Munoz-Jaramillo, P.J. Wright, R. Thomas, R. Galvez, M. Jin, M.C.M. Cheung
A Deep Learning Virtual Instrument for Monitoring Extreme UV Solar Spectral Irradiance
Science Advances, Vol. 5, Number 10, 2019
[Open Acess]
[Bibtex]
[Prediction Video]
[Activations Video]
[Overview Video]
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Press coverage/releases:
(Inverse.com)
(SETI Institute)
(theregister.co.uk)
(phys.org)
(TechExplorist.com)
(ScientificAmerican.com)
(Earth & Space Science News)
(hpcwire.com)
(sciencedaiy.com)
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D. Zhukov, J.-B. Alayrac, G. Cinbis, D.F. Fouhey, I. Laptev, J. Sivic
Cross-task weakly-supervised learning from instructional videos
CVPR 2019
[PDF]
[Project Page]
[Arxiv]
[Bibtex]
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R. Galvez*, D.F. Fouhey*, M. Jin, A. Szenicer, A. Munoz-Jaramillo, M.C.M. Cheung, P.J. Wright, M.G.
Bobra, Y. Liu, J. Mason, R. Thomas
A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission
The Astrophysical Journal Supplement, 242:1, 2019
[PDF]
[Arxiv]
[Bibtex]
[Movie & Explanation]
[Small dataset + demo]
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Earlier
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A. Kumar, S. Gupta, D. F. Fouhey, S. Levine, J. Malik
Visual Memory for Robust Path Following
NeurIPS 2018 (Oral)
[Project Page]
[PDF]
[Bibtex]
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D. F. Fouhey, W. Kuo, A. A. Efros, J. Malik
From Lifestyle VLOGs to Everyday Interactions
CVPR 2018
[Project Page]
[Arxiv]
[Bibtex]
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S. Tulsiani, S. Gupta, D. F. Fouhey, A. A. Efros, J. Malik
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene
CVPR 2018
[Project Page]
[Arxiv]
[Bibtex]
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M. Lescroart, D. F. Fouhey, J. Malik
Convolutional neural networks represent shape dimensions -- but not as accurately as humans
Abstract at VSS 2018
[Abstract]
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S. Gupta, D.F. Fouhey, S. Levine, J. Malik
Unifying Map and Landmark Based Representations for Visual Navigation
Arxiv 2017
[Project Page]
[Arxiv]
[Bibtex]
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D. F. Fouhey, A. Gupta, A. Zisserman
From Images to 3D Shape Attributes
TPAMI (Pre-print on Arxiv)
The TPAMI version has ugly typesetting (full-width tables on the bottom?)
that I was unable to change. Read the Arxiv one.
[Arxiv]
[Bibtex]
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R. Girdhar, D. F. Fouhey, M. Rodriguez, A. Gupta
Learning a Predictable and Generative Vector Representation for Objects
ECCV 2016 (Spotlight)
[Publication (PDF)]
[Bibtex]
[Project Page]
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D. F. Fouhey
Factoring Scenes into 3D Structure and Style
Doctoral Dissertation
[Dissertation (PDF)]
[Bibtex]
[Defense Slides (PDF)]
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D. F. Fouhey, A. Gupta, A. Zisserman
3D Shape Attributes
CVPR 2016 (Oral -
Watch the presentation on Youtube)
[Publication (PDF)]
[Bibtex]
[Project Page]
[Poster (PDF)]
[Talk (PPTX)]
[Talk (PDF)]
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R. Girdhar, D. F. Fouhey, K. M. Kitani, A. Gupta, M. Hebert
Cutting through the Clutter: Task-Relevant Features for Image Matching
WACV 2016
[Publication (PDF)]
[Bibtex]
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D. F. Fouhey, W. Hussain, A. Gupta, M. Hebert
Single Image 3D Without a Single 3D Image
ICCV 2015
[Publication (PDF)]
[Bibtex]
[Poster (PDF)]
[Supplemental (PDF)]
[Bonus Details (PDF)]
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X. Wang, D. F. Fouhey, A. Gupta
Designing Deep Networks for Surface Normal Estimation
CVPR 2015
[Publication (PDF)]
[Bibtex]
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D. F. Fouhey, A. Gupta, and M. Hebert
Unfolding an Indoor Origami World
ECCV 2014
(Oral - Watch the presentation on VideoLectures.net)
[Publication (PDF)]
[Bibtex]
[Project Page]
[Extended Results (PDF)]
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D. F. Fouhey and C.L. Zitnick
Predicting Object Dynamics in Scenes
CVPR 2014
[Publication (PDF)]
[Bibtex]
[Poster (PDF)]
[Supplemental (PDF)]
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D. F. Fouhey, V. Delaitre, A. Gupta, A. Efros, I. Laptev, and J. Sivic.
People Watching: Human Actions as a Cue for Single View Geometry.
IJCV (extended version of ECCV 2012 paper)
[Preprint (PDF)]
[Final version (via Springer)]
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D. F. Fouhey, A. Gupta, and M. Hebert
Data-Driven 3D Primitives for Single Image Understanding
ICCV 2013
[Publication (PDF)]
[Bibtex]
[Project Page]
[Poster (PDF)]
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D. F. Fouhey, V. Delaitre, A. Gupta, A. Efros, I. Laptev, and J. Sivic.
People Watching: Human Actions as a Cue for Single View Geometry.
ECCV 2012 (Oral -
Watch the presentation on VideoLectures.net
)
[Publication (PDF)]
[Bibtex]
[Project Page]
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V. Delaitre, D. F. Fouhey, I. Laptev, J. Sivic, A. Gupta, and A. Efros.
Scene Semantics from Long-term Observation of People.
ECCV 2012
[Publication (PDF)]
[Bibtex]
[Project Page]
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D. F. Fouhey, A. Collet, M. Hebert, and S. Srinivasa
Object Recognition Robust to Imperfect Depth Data.
CDC4CV 2012 Workshop at ECCV 2012
[Publication (PDF)]
[Bibtex]
[Supplemental(PDF)]
[Supp. Video 1]
[Supp. Video 2]
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M. Costanza-Robinson, B. Estabrook, and D. F. Fouhey
Representative elementary volume
estimation for porosity, moisture saturation, and air-water
interfacial areas in unsaturated porous media: Data quality implications
(Sorry for not posting a pre-print!)
In Water Resources Research, Volume 47, 2011
[Official Version]
[Bibtex]
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D. F. Fouhey, D. Scharstein, and A. Briggs.
Multiple plane detection in image pairs using J-linkage.
ICPR 2010
[Publication (PDF)]
[Bibtex]
Implementation (Python and C) [Code (Zip)]
[Poster (PDF)]
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