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Hebert, Martial
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Fast and scalable approximate spectral matching for higher order graph matching
Park S., Park S., Hebert M. IEEE Transactions on Pattern Analysis and Machine Intelligence 36(3): 479-492, 2014. Type: Article
Matching visual objects computationally has many practical applications. Observational instruments placed in various positions related to the same physical object usually produce very different images; thus, accurately matching these i...
...
Apr 14 2014
Putting objects in perspective
Hoiem D., Efros A., Hebert M. International Journal of Computer Vision 80(1): 3-15, 2008. Type: Article
Human viewers use context. A blurry box on the road, a location where cars usually are, is probably a car; a blurry, vertical human-sized image near a car is probably a human....
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May 27 2009
Recovering surface layout from an image
Hoiem D., Efros A., Hebert M. International Journal of Computer Vision 75(1): 151-172, 2007. Type: Article
Image understanding, the ultimate goal of computer vision, needs a representation of the scene that includes objects and their relations. Traditional approaches to three-dimensional (3D) scene recovery try to obtain a nearly exact geom...
...
Jul 10 2008
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