23 Result(s)
within
Image Processing and Computer Vision
Manmohan Chandraker
Chapter
Computer Science
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Chapter and Conference Paper
A 4D Light-Field Dataset and CNN Architectures for Material Recognition
We introduce a new light-field dataset of materials, and take advantage of the recent success of deep learning to perform material recognition on the 4D light-field. Our dataset contains 12 material categories...
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Chapter and Conference Paper
On Shape and Material Recovery from Motion
We present a framework for the joint recovery of the shape and reflectance of an object with dichromatic BRDF, using motion cues. We show that four (small or differential) motions of the object, or three motio...
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Chapter and Conference Paper
A Dual Theory of Inverse and Forward Light Transport
Inverse light transport seeks to undo global illumination effects, such as interreflections, that pervade images of most scenes. This paper presents the theoretical and computational foundations for inverse li...
