Overview
Syllabus
Intro
Acknowledgements
Visually Recognizing Materials
Generative vs. Discriminative
Generative Material Recognition
Taming Reflectance
A Novel Reflectance Model . An expressive yet parametric (isotropic) BRDF model
Connecting the Slices
The Space of Real-World BRDFs
Radiometric Decomposition
Single Image Single Material Estimation
A Reflectance Prior
Single Material Results
Single Image Multimaterial Estimation
Multimaterial Results
Using Multiple Images
Reflectance as A Bandpass Filter
Natural Illumination Entropy Prior
Reflectance and Natural Illumination from A Single Image
Real Object / Real Illumination
Real Images
Discriminative Material Recognition
Taming Material Appearance
Visual Material Traits
Convolutional Material Trait Kernels
Material Trait Features
Material Trait Recognition
Materials from Material Traits
Material Category Classification
Material Category Failure Cases
Material as Visual Context
Summary - Towards visual material recognition
Taught by
UCF CRCV