Want to protect your cyber security and still get fast solutions? Ask a secure question today.Go Premium

x
?
Solved

Change loop to matrix operation in matlab (image processing)

Posted on 2008-10-29
1
Medium Priority
?
1,787 Views
Last Modified: 2016-02-10
Hei!

I have a problem with image processing in matlab for a lab course. I have only basic matlab knowledge and hope to be able to explain my problem with my basic school english...
The code attached is a loop in matlab to calculate a "moving average" on a picture. The first and second loop is for the rows (german: Zeilen) and columns (Spalten) of the picture (P), the third and fourth loop is for the rows and columns of the filter matrix (kern). Then it sums up the values of the filter matrix and divides it by the sum of the loadings. ewr and ewc are needed to calculate the new border of the image. (zero padding or replicate)

My question:
I need a way to do this with fast matrix/vector operations if possible.
I am not allowed to use any imfilter, conv,  conv2, block-processing or sliding-window functions.
What i can imagine is to exchange the 2 inner loops by a matrix-multiplication. I would multiply the filter matrix with the right submatrix of the image. But to replace the outer loops i need to know the position/index to know wich submatrix i have to multiply...
I read something about the not so well known accumarray() function but i don't know how i can use this for 2D operation.
Maybe someone can give me a hint...

Thanks in advance!

Greetings from Vienna, Austria.

beta
for ip = (ewr+1):(rc(1)+(ewr)) %Zeilen
    for np = (ewc+1):(rc(2)+ewc)%Spalten
        for Z = -ewr:ewr
            for S = -ewc:ewc
            PF(ip,np)=PF(ip,np)+P(ip+Z,np+S)*kern(Z+ewr+1,S+ewc+1);
            end
        end
        PF(ip,np)=PF(ip,np)/(sum(sum(kern,1),2));  
    end
end

Open in new window

0
Comment
Question by:strupet
1 Comment
 

Accepted Solution

by:
strupet earned 0 total points
ID: 22838649
i did it with a matrix multiplication (see attached code) but it seems much slower than the previous version with four loops.
for ip = (row_ext+1):(rc(1)+row_ext) %rows
    for np = (col_ext+1):(rc(2)+col_ext)%columns
        PF(ip,np)=sum(sum(kern.*P( (ip-row_ext):(ip+row_ext) , (np-col_ext):(np+col_ext)),1),2)/sum(sum(kern,1),2);
    end
end

Open in new window

0

Featured Post

VIDEO: THE CONCERTO CLOUD FOR HEALTHCARE

Modern healthcare requires a modern cloud. View this brief video to understand how the Concerto Cloud for Healthcare can help your organization.

Question has a verified solution.

If you are experiencing a similar issue, please ask a related question

In this post we will learn how to connect and configure Android Device (Smartphone etc.) with Android Studio. After that we will run a simple Hello World Program.
When you see single cell contains number and text, and you have to get any date out of it seems like cracking our heads.
The viewer will be introduced to the technique of using vectors in C++. The video will cover how to define a vector, store values in the vector and retrieve data from the values stored in the vector.
Screencast - Getting to Know the Pipeline
Suggested Courses

569 members asked questions and received personalized solutions in the past 7 days.

Join the community of 500,000 technology professionals and ask your questions.

Join & Ask a Question