How to use image input with Neural Network?

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I'm new for neural network. I don't know how to train and test neural network with image processing. when I read image into matlab it will be matrix and I covert to gray and 2*2double matrix. If I have many image matrix to train. Should I have to concatenate every image matrix to one image matrix that will be same row but many column or Should I have to covert image matrix to one column per one image first and concatenate every column to one image matrix ?. How I have to do and what function to do that?

Accepted Answer

Greg Heath
Greg Heath on 24 Mar 2012
If you have N images of size I =row*column, each image is columnized to form a column in the input matrix with size
[I N ] =size(iput)
Hope this helps.
Greg
  2 Comments
Max333
Max333 on 25 Mar 2012
Thanks for answer. but I don't understand. please describe algolithm to form image for use with Neural Network in newff and train function. After I read image with this code.
I1 = imread('1.jpg');
I2 = imread('2.jpg');
I3 = imread('3.jpg');
G1 = rgb2gray(I1);
G2 = rgb2gray(I2);
G3 = rgb2gray(I2);
D1 = im2double(G1);
D2 = im2double(G2);
D3 = im2double(G3);
How can I form these image to be input data for newff ?
Greg Heath
Greg Heath on 15 Apr 2015
col = image(:);
Although, using extracted features instead of the whole image is recommended.

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More Answers (6)

Noureldin Mohammed Zakaria
How to input an image and let matlab to detecet it using neural network ?

Greg Heath
Greg Heath on 1 Apr 2013
input = [ D1(:) D2(:) D3(:) ]
Thank you for formally accepting my answer
Greg

Swati memane
Swati memane on 21 Feb 2014
I am new to matlab..I want to know how to train the set of images using HMM.

subhra pattnaik
subhra pattnaik on 15 Apr 2015
Sir, actually I am working on blood vessel detection of reinal image given below using the paper attached with it.But I am using neural network toolbox and I don't know what input and target values should be taken so that segmentation of the image can be done.

Ankur Dutt
Ankur Dutt on 9 May 2015
Greg sir, I extracted features from 90X60 binary image. it is actually a column matrix of 54 elements. but i does not have neural network code for recognition of these segmented 90X60 images. so sir please can you provide me a neural network code that can recognize only 16 characters. sir i also attach a m-file of feature extraction. Thank You.

padmavathi vattikonda
padmavathi vattikonda on 27 Jan 2017
good morning sir, Present I am working on the neural networks, I want to know how image will give as input to neural networks and how can I process it. Thank you sir
  2 Comments
lamine lamine
lamine lamine on 9 May 2017
hi have you find something .i have also start with neural network
kevin harianto
kevin harianto on 28 Mar 2022
Edited: kevin harianto on 28 Mar 2022
I cant seem to get my layered graph to compile into a DAG network. How did you do it? Assembly wont work as well as replacing a layer.

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