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Rob Fergus Assistant Professor, Vision, Learning and Graphics group, Dept. of Computer Science, Courant Institute of Mathematical Sciences, New York University. Office: Room 1226, 715 Broadway, New York, NY 10003, USA. Tel: Email me 
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| Research Overview | |
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My research is in the areas of Computer Vision, Machine Learning and
Computer Graphics. I am interested in building statistical models of
images both at the high level of objects and scenes and also at the
low level of pixels and edges. These models may then be deployed in a
variety of problems. Those of particular interest include: object
recognition, image search and computational photography. I currently work with two students:
Dilip Krishnan and
Melanie Clements. I am a member of the
Vision, Learning and Graphics group. |
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| Selected Projects |
Semi-supervised Learning in Gigantic Image Collections Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009. PDF Code PPT |
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Fast Image Deconvolution using Hyper-Laplacian Priors Dilip Krishnan and Rob Fergus, NIPS 2009. PDF Code Project page |
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Dark Flash Photography Dilip Krishnan and Rob Fergus, ACM Trans. on Graphics (Proc. SIGGRAPH 2009). High res PDF (73Mb) Low res PDF (5.1Mb) Project page |
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80 million tiny images: a large dataset for non-parametric object and scene recognition Antonio Torralba, Rob Fergus and William T. Freeman PAMI, November 2008. PDF Bib Project page |
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Removing Camera Shake From A Single Photograph Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman, ACM Trans. on Graphics (Proc. SIGGRAPH 2006). PDF Slides Project page |
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