Some demos of my work:



Automatic texture categorization with DL (caffe network definition files):


These are the files for automatic texture categorization based on deep-learning model defined in caffe library.

deploy.prototxt

train.prototxt

solver.prototxt


Please note that these are exemplary files for input image of resolution 256x256 and 6 output classes. To change them please edit the deploy and train prototxts.


Some of the texture datasets used in the article:

Brodatz, VisTex, MeasTex and OhanianDubes datasets

STI


Other datasets found in the Internet:

Describable Textures Dataset

abin24

others


Texture recognition/analysis projects found in the Internet:

Image texture detection

Texture classification with LBP

texture analysis