Is there a possibility for a machine to determine an image texture? unsupervised?
Hello,
Though I am not in the imaging field, I share with you a comment made by a teacher of mine some years ago: information about the texture of an image can be given by its autocorrelation function.
The links below confirm these memories:
https://courses.cs.washington.edu/courses/cse455/09wi/Lects/lect12.pdf
https://courses.cs.washington.edu/courses/cse576/book/ch7.pdf
Because of such a mathematical description, I risk saying that, yes, you can use unsupervised learning for tackling this problem.
(And some googling confirm that too):
https://arxiv.org/pdf/1708.00180.pdf
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.161.5824&rep=rep1&type=pdf
https://eprints.qut.edu.au/97992/4/Khai_Ping_Lai_Thesis.pdf
Ana Carolina dos Santos Paulino wonderful! thank you very much!
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