Deviation magnification: revealing departures from ideal geometries
AssigneeMassachusetts Institute of Technology
InventorsNeal Wadhwa, Tali Dekel, Donglai Wei, Frederic Pierre Durand, William T. Freeman
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AssigneeMassachusetts Institute of Technology
InventorsNeal Wadhwa, Tali Dekel, Donglai Wei, Frederic Pierre Durand, William T. Freeman
Estimating the term…
Geometries of the structures and objects deviate from their idealized models, while not always visible to the naked eye. Embodiments of the present invention reveal and visualize such subtle geometric deviations, which can contain useful, surprising information. In an embodiment of the present invention, a method can include fitting a model of a geometry to an input image, matting a region of the input image according to the model based on a sampling function, generating a deviation function based on the matted region, extrapolating the deviation function to an image wide warping field, and generating an output image by warping the input image according to the warping. In an embodiment of the present invention, Deviation Magnification inputs takes a still image or frame, fits parametric models to objects of interest, and generates an output image exaggerating departures from ideal geometries.
A method comprising:
A system comprising:
A non-transitory computer-readable medium configured to store instructions for analyzing an image, the instructions, when loaded and executed by a processor, causes the processor to:
Dependencies are inferred from the claim text.