Sam Hasinoff

NSERC Postdoctoral Fellow
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)

The Stata Center
32 Vassar Street, 32-D462
Cambridge, MA 02139, USA
(617) 253-7245
hasinoff@csail.mit.edu

My research is in computational photography, with the broad goal of extending what's possible with conventional photography. At MIT, I'm working with Frédo Durand and Bill Freeman. I received my Ph.D. in computer science at the University of Toronto in September 2008, under the supervision of Kyros Kutulakos

Résumé


Publications

Propagating edits over personal photo collections [project page]

Search-and-Replace Editing for Personal Photo Collections  (oral)
Samuel W. Hasinoff, Martyna Jóźwiak, Frédo Durand, and William T. Freeman
Proc. 2nd IEEE International Conference on Computational Photography, ICCP 2010, to appear

Multiple exposures for more efficient photography [project page]

Time-Constrained Photography  (oral)
Samuel W. Hasinoff, Kiriakos N. Kutulakos, Frédo Durand, and William T. Freeman
Proc. 12th IEEE International Conference on Computer Vision, ICCV 2009, pp. 333-340

Depth of field extension using computational cameras [project page]

4D Frequency Analysis of Computational Cameras for Depth of Field Extension [extended TR]
Anat Levin, Samuel W. Hasinoff, Paul Green, Frédo Durand, and William T. Freeman
Proc. ACM SIGGRAPH 2009

Faster capture of in-focus photos [project page]

Light-Efficient Photography [draft]
Samuel W. Hasinoff and Kiriakos N. Kutulakos
IEEE Trans. Pattern Analysis and Machine Intelligence, submitted.
Light-Efficient Photography  (oral)
Samuel W. Hasinoff and Kiriakos N. Kutulakos
Proc. 10th European Conference on Computer Vision, ECCV 2008, pp. 45-59
Focal Stack Photography: High-Performance Photography with a Conventional Camera
Kiriakos N. Kutulakos and Samuel W. Hasinoff
Proc. 11th IAPR Conference on Machine Vision Applications, MVA 2009 (invited paper)

High-resolution 3D reconstruction, by controlling aperture and focus [project page]

Confocal Stereo [preprint]
Samuel W. Hasinoff and Kiriakos N. Kutulakos
International Journal of Computer Vision, 81(1), pp. 82-104, 2009 (invited paper)
Confocal Stereo  (oral)
Samuel W. Hasinoff and Kiriakos N. Kutulakos
Proc. 9th European Conference on Computer Vision, ECCV 2006, pp. 620-634
Longuet-Higgins Best Paper Award, Honorable Mention

Aperture bracketing for HDR and synthetic refocusing [project page]

Multiple-Aperture Photography for High Dynamic Range and Post-Capture Refocusing [draft]
Samuel W. Hasinoff and Kiriakos N. Kutulakos
IEEE Trans. Pattern Analysis and Machine Intelligence, submitted.
A Layer-Based Restoration Framework for Variable-Aperture Photography
Samuel W. Hasinoff and Kiriakos N. Kutulakos
Proc. 11th IEEE International Conference on Computer Vision, ICCV 2007, 8 pp.

3D reconstruction of semi-transparent scenes [project page]

Photo-Consistent Reconstruction of Semitransparent Scenes by Density-Sheet Decomposition
Samuel W. Hasinoff and Kiriakos N. Kutulakos
IEEE Trans. Pattern Analysis and Machine Intelligence, 29(5), pp. 870-885, 2007
Photo-Consistent 3D Fire by Flame-Sheet Decomposition  (oral)
Samuel W. Hasinoff and Kiriakos N. Kutulakos
Proc. 9th IEEE International Conference on Computer Vision, ICCV 2003, pp. 1184-1191
Three-Dimensional Reconstruction of Fire from Images
Samuel W. Hasinoff
MSc Thesis, University of Toronto, Dept. of Computer Science, 2002

Matting object boundaries, for improved rendering from new viewpoints [project page]

Boundary Matting for View Synthesis [preprint]
Samuel W. Hasinoff, Sing Bing Kang, and Richard Szeliski
Computer Vision and Image Understanding, 103(1), pp. 22-32, 2006
Boundary Matting for View Synthesis  (oral)
Samuel W. Hasinoff, Sing Bing Kang, and Richard Szeliski
Second IEEE Workshop on Image and Video Registration (with CVPR 2004), 8 pp.

Miscellany, unpublished

Solving Substitution Ciphers
Samuel W. Hasinoff
Tech. Report, University of Toronto, Dept. of Computer Science, 2003
Code available at SourceForge
Reinforcement Learning for Problems with Hidden State
Samuel W. Hasinoff
Tech. Report, University of Toronto, Dept. of Computer Science, 2002