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Generative vs. Discriminative
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Classroom Contents
Visual Material Recognition
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- 1 Intro
- 2 Acknowledgements
- 3 Visually Recognizing Materials
- 4 Generative vs. Discriminative
- 5 Generative Material Recognition
- 6 Taming Reflectance
- 7 A Novel Reflectance Model . An expressive yet parametric (isotropic) BRDF model
- 8 Connecting the Slices
- 9 The Space of Real-World BRDFs
- 10 Radiometric Decomposition
- 11 Single Image Single Material Estimation
- 12 A Reflectance Prior
- 13 Single Material Results
- 14 Single Image Multimaterial Estimation
- 15 Multimaterial Results
- 16 Using Multiple Images
- 17 Reflectance as A Bandpass Filter
- 18 Natural Illumination Entropy Prior
- 19 Reflectance and Natural Illumination from A Single Image
- 20 Real Object / Real Illumination
- 21 Real Images
- 22 Discriminative Material Recognition
- 23 Taming Material Appearance
- 24 Visual Material Traits
- 25 Convolutional Material Trait Kernels
- 26 Material Trait Features
- 27 Material Trait Recognition
- 28 Materials from Material Traits
- 29 Material Category Classification
- 30 Material Category Failure Cases
- 31 Material as Visual Context
- 32 Summary - Towards visual material recognition
