Fuzzy CART
Generates fuzzy rules of fuzzy inference system (FIS) using CART algorithm and ANFIS training
Author: Konstantin Sidelnikov

2Roji:
it would be better if you provided your data set or M-file, for which the described effect is observed.

27 Jun 2012

Fuzzy CART
Generates fuzzy rules of fuzzy inference system (FIS) using CART algorithm and ANFIS training
Author: Konstantin Sidelnikov

Thanks for a positive assessment of my work.
As for your question, Roji, yes, here 2 corresponds to the number of FIS inputs.
Theoretically, the number of inputs can be arbitrary.

i am new in anfis and matlab, I'm trying working with recurrent-anfis; please can anyone help me- how can code for feedback output result as input of current structure (Sugeno-type); where i have to change code. i'm waiting for kind reply.
smahmud8755@yahoo.com

29 Dec 2012

Fuzzy CART
Generates fuzzy rules of fuzzy inference system (FIS) using CART algorithm and ANFIS training
Author: Konstantin Sidelnikov

Hi Leo, I'd like to repeat victorp's unanswered question:
"could you tell me how to fold the output vector back (to 3D)?"
in particular, considering the following code:
Params = [9 4 1 0 0.2]; hogs = HoG(Image,Params);
nCells = sqrt(length(hogs)/Params[1]) % (assuming square Image)
should it be:
histImg = reshape(hog, [Params(1) nCells nCells]);
or
histImg = reshape(hog, [nCells nCells Params(1)]);
??
Thanks,
yuval

Hi Leo. I'm new and not well-known about this topic thus I need some help. Can you please explain the part about interpolation? In the paper it says "votes are interpolated bilinearly between the neighbouring bin centres in both orientation and position" and the code says "trilinear interpolation". Are there any improvement you made on Dalal-Triggs paper? Thank you :)

I am trying to run the code by using mex HoG on the matlab command prompt but it is giving me errors like processor error: HOG.cpp:4 Could not find include file <vector>
Error HOG.cpp: 5 syntax error; found `namespace' expecting `;'
Error HOG.cpp: 5 syntax error; found `std' expecting `;'
Error HOG.cpp: 30 undeclared identifier `vector'
Error HOG.cpp: 30 illegal expression
Error HOG.cpp: 30 illegal expression
Error HOG.cpp: 30 illegal expression
Error HOG.cpp: 30 illegal expression
Error HOG.cpp: 30 found `int' expected a function
Error HOG.cpp: 30 illegal expression
Error HOG.cpp: 30 operands of > have illegal types `int' and `void'
Error HOG.cpp: 31 illegal expression
Error HOG.cpp: 31 illegal expression
Error HOG.cpp: 31 illegal expression
Error HOG.cpp: 31 illegal expression
Error HOG.cpp: 31 found `int' expected a function
Error HOG.cpp: 31 illegal expression
Error HOG.cpp: 31 operands of > have illegal types `int' and `void'
Error HOG.cpp: 35 syntax error; found `unsigned' expecting `;'
Error HOG.cpp: 35 syntax error; found `unsigned' expecting `;'
Error HOG.cpp: 35 too many errors .
I am using matlab version 13a

Hi, Leo, thank you for your nice work. I have a question about the output. Suppose that I have 12*12 image and I use 9 bin 6 cell and 2*2 block, the output will be 36-D features. Could you tell me what is the order of the output?

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