People / Dan Goldman
Dan Goldman
Principal Scientist
I am a computer graphics research scientist, currently focusing on high-level visualization and interaction techniques for digital video and imaging. I have also published work in crowdsourcing, computational photography, rendering algorithms, and methods for 3D geometry capture and synthesis.
After receiving my Bachelors and Masters degrees in Computer Science from Stanford University, I worked for a decade in numerous production and R&D roles at Industrial Light and Magic, the visual effects studio division of Lucasfilm. I completed my PhD at the University of Washington and joined Adobe in 2007. In addition to my role at Adobe, I am also an affiliate associate professor of Computer Science and Engineering at the University of Washington. More information on me and my work can be found on my website.
Publications |
Learning video saliency from human gaze using candidate selection
Rudoy, D., Goldman, D., Shechtman, E., Zelnik-Manor, L.
To appear in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR'13), Portland OR, 2013
Robust patch-based HDR reconstruction of dynamic scenes
Sen, P., Kalantari, N. K., Yaesoubi, M., Darabi, S., Goldman, D. B, and Shechtman, E.
ACM Transactions on Graphics (Proc. SIGGRAPH Asia'12), 31(6), November 2012.
Non-parametric texture transfer using MeshMatch
Chen, X., Funkhouser, T., Goldman, D. B, and Shechtman, E.
In the Adobe Technical Report 2012-2.
Image melding: Combining inconsistent images using patch-based synthesis
Darabi, S., Shechtman, E., Barnes, C., Goldman, D. B, Sen, P.
ACM Transactions on Graphics (Proc. SIGGRAPH'12), 31(4), August 2012.
Inferring 3D shape from incomplete 2D pose using a Gaussian prior
Goldman, D. B, Reid, N., and Epps, D.
In the Adobe Technical Report 2012-1.
Crowdsourcing gaze data collection
Rudoy, D., Goldman, D. B, Shechtman, E., Zelnik-Manor, L.
In Proc. Collective Intelligence, 2012.
The PatchMatch randomized matching algorithm for image manipulation
Barnes, C., Goldman, D., Shechtman, E., and Finkelstein, A.
Communications of the ACM, 54 (11), pp 103-110, 2011. Research Highlight.
Interactive 3D modeling of indoor environments with a consumer depth camera
Du, H., Henry, P., Ren, X., Cheng, M., Goldman, D., Seitz, S., and Fox, D.
In UBICOMP, Proc. International Conference on Ubiquitous Computing, 2011.
Binocular photometric stereo using filter flow
Du, H., Goldman, D., and Seitz, S.
In Proc. BMVC 2011: 22nd British Machine Vision Conference, 2011.
Non-rigid dense correspondence with applications for image enhancement
HaCohen, Y., Shechtman, E., Goldman, D., and Lischinski, D.
ACM Transactions on Graphics (Proc. SIGGRAPH), 30(4), 2011.
Interactive dense 3D modeling of indoor environments
Du, H., Henry, P., Ren, X., Fox, D., Goldman, D., and Seitz, S.M.
University of Washington Technical Report UW-CSE-11-02-02. Feb 2, 2011
Vignette and exposure calibration and compensation
Goldman, D. B.
Pattern Analysis and Machine Intelligence, 32(12), 2276-2288, 2010.
Cosaliency: Where people look when comparing images
Jacobs, D. E., Goldman D., and Shechtman, E.
ACM Symposium on User Interface Software and Technology (UIST), New York, 2010.
The generalized PatchMatch correspondence algorithm
Barnes, C., Shechtman, E., Goldman, D., and Finkelstein, A.
In Proc. European Conference on Computer Vision, Crete, 2010.
Video tapestries with continuous temporal zoom
Barnes, C., Goldman, D., Shechtman, E., and Finkelstein, A.
ACM Transactions on Graphics (Proc. SIGGRAPH), 29(3), 2010.
Shape and spatially-varying BRDFs from photometric stereo
Goldman, D. B, Curless, B., Hertzmann, A., and Seitz, S. M.
Pattern Analysis and Machine Intelligence, 32(6), 1060-1071, 2010.
PatchMatch: A randomized correspondence algorithm for structural image editing
Barnes, C., Shechtman, E., Finkelstein, A., and Goldman, D. B.
ACM Transactions on Graphics (Proc. SIGGRAPH), 28(3), 2009.
Video puppetry: A performative interface for cutout animation
Barnes, C., Jacobs, D. E., Sanders, J., Goldman, D. B, Rusinkiewicz, S., Finkelstein, A., and Agarwala, M.
ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 27(5), 2008.
Priors for large photo collections and what they reveal about cameras
Kuthirummal, S., Agarwala, A., Goldman, D. B, Nayar, S.
In Proc. European Conference on Computer Vision, LNCS 5305, 74–87, 2008.
Video object annotation, navigation and composition
Goldman, D. B, Gonterman, C., Curless, B, Salesin, D., and Seitz, S.M.
In UIST '08: Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology, 3–12, 2008.
A framework for video annotation, visualization, and interaction
Goldman, D. R.
PhD Thesis, University of Washington, 2007.
Schematic storyboarding for video visualization and editing
Goldman, D. B., Curless, B., Seitz, S. M., and Salesin, D. H.
ACM Transactions on Graphics (Proc. SIGGRAPH), 25(3), 862–871, 2006.
Viewpoint: Blockbusters and blackboards
Goldman, D. B.
Communications of the ACM, 49(8), 25–27, 2006.
Shape and spatially varying BRDFs from photometric stereo
Goldman, D. B., Curless, B., Hertzmann, A., and Seitz, S. M.
In Proc. International Conference on Computer Vision, 341–348, 2005.
Vignette and exposure calibration and compensation
Goldman, D. B. and Chen, J.
In Proc. International Conference on Computer Vision, 899–906, 2005.
