D. Shan, J. Geng*, M. Shu*, D.F. Fouhey
Understanding Human Hands in Contact at Internet Scale
CVPR 2020 (Oral)
[PDF]   [Bibtex]
M. El Banani, J. Corso, D.F. Fouhey
Novel Object Viewpoint Estimation through Reconstruction Alignment
CVPR 2020
[PDF]   [Supp.]   [Bibtex]
N. Kulkarni, A. Gupta, D.F. Fouhey, S. Tulsiani
Articulation-aware Canonical Surface Mapping
CVPR 2020
[Arxiv] [PDF] [Bibtex]
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 TBD] [Bibtex TBD]
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]  
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]
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]


Representative Earlier Publications
A. Kumar, S. Gupta, D. F. Fouhey, S. Levine, J. Malik
Visual Memory for Robust Path Following
NeurIPS 2018 (Oral)
[Project Page]   [PDF]   [Bibtex]  
D. F. Fouhey, W. Kuo, A. A. Efros, J. Malik
From Lifestyle VLOGs to Everyday Interactions
CVPR 2018
[Project Page]   [Arxiv]   [Bibtex]  
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]
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]
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]
D. F. Fouhey
Factoring Scenes into 3D Structure and Style
Doctoral Dissertation
[Dissertation (PDF)]   [Bibtex]
[Defense Slides (PDF)]
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)]
X. Wang, D. F. Fouhey, A. Gupta
Designing Deep Networks for Surface Normal Estimation
CVPR 2015
[Publication (PDF)]   [Bibtex]
D. F. Fouhey and C.L. Zitnick
Predicting Object Dynamics in Scenes
CVPR 2014
[Publication (PDF)]   [Bibtex]
[Poster (PDF)]   [Supplemental (PDF)]
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)]
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)]