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mosherwj – teaching machines https://twodee.org/blog Tue, 01 Nov 2011 13:51:52 +0000 en-US hourly 1 https://wordpress.org/?v=5.7.1 Canny Algorithm edge detection https://twodee.org/blog/1737 https://twodee.org/blog/1737#respond Tue, 01 Nov 2011 13:51:52 +0000
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http://www.twodee.org/blog/?p=1737 [...]]]> Last week I started reading sections of the OpenCV book given to me by Professor Johnson and Stevenson. The sections I read with had to deal with edge detection and gray scaling (required for the Canny Algorithm). I expanded upon my previous code for loading in an image to do this.

 

// OpenCVConfiguration.cpp : Defines the entry point for the console application.
//

#include "stdafx.h"
#include <cv.h>
#include <highgui.h>


int main(int argc, char *argv[])
{
	//image loading and allocation to memory
	//IplImage* img = cvLoadImage( "S:\\Photos\\Television\\Pokemon\\pokemon.jpg" );

	//window creation
	//cvNamedWindow( "Example1", CV_WINDOW_AUTOSIZE );

	//load image to window
	//cvShowImage( "Example1", img );

	//wait key causes a pause for a keystroke determined by the parameter
	//0 = indefinite wait
	//cvWaitKey( 0 );
	//without this the window seems to close instantly

	//release the memory of the image
	//cvReleaseImage( &img );

	//deallocate the window memory
	//cvDestroyWindow( "Example1" );

	//image loading and allocation to memory
	IplImage* img = cvLoadImage( "S:\\Photos\\Fish Vision\\FCM060-2FL.jpeg" );
	//IplImage* img = cvLoadImage( "S:\\Photos\\Television\\Pokemon\\pokemon.jpg" );

	//window creation
	cvNamedWindow( "Original", CV_WINDOW_AUTOSIZE );

	//load image to window
	cvShowImage( "Original", img );

	//without this the window seems to close instantly

	//Try to grayscale image
	
	//was going to copy image did not work as planned, just going to create a new image
	//IplImage* img2 = cvCopy( img );
	//does not work requires array does not take iplimage
	//cvCvtColor() 

	//instead create new image to convert to grayscale
	//IplImage* img2 = cvCreateImage( cvSize( img->width, img->height ), img->depth, img->nChannels );
	IplImage* img2 = cvLoadImage("S:\\Photos\\Fish Vision\\FCM060-2FL.jpeg",CV_LOAD_IMAGE_GRAYSCALE);
	//IplImage* img2 = cvLoadImage("S:\\Photos\\Television\\Pokemon\\pokemon.jpg",CV_LOAD_IMAGE_GRAYSCALE);

	//cvCvtColor( img, img2, CV_RGB2GRAY );

	//window creation
	cvNamedWindow( "Grayscale", CV_WINDOW_AUTOSIZE );

	//load image to window
	cvShowImage( "Grayscale", img2 );

	// expects (img, output img, low threshold, high threshold, aperture?) //images must be grayscale
	cvCanny( img2, img2, 10, 100, 3  );

	//window creation
	cvNamedWindow( "Canny Edge Detection", CV_WINDOW_AUTOSIZE );

	//load image to window
	cvShowImage( "Canny Edge Detection", img2 );

	//wait key causes a pause for a keystroke determined by the parameter
	//0 = indefinite wait
	cvWaitKey( 0 );

	//release the memory of the image
	cvReleaseImage( &img );
	cvReleaseImage( &img2 );

	//deallocate the window memory
	cvDestroyWindow( "Original" );
	cvDestroyWindow( "Grayscale" );
	cvDestroyWindow( "Canny Edge Detection" );

	return 0;
}

I have left the comments in to show some of my thought process. The next step is to get tortoise svn up and running. I have installed and will be learning how to use it with Cmake.
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OpenCV Set Up https://twodee.org/blog/1300 https://twodee.org/blog/1300#respond Mon, 17 Oct 2011 05:23:01 +0000
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http://www.twodee.org/blog/?p=1300 [...]]]> After several tutorial tries, I was able to install it successfully on windows with the same tutorial install of OpenCV that Corey used.

The step by step process is listed in the following link:  http://siddhantahuja.wordpress.com/2011/07/18/getting-started-with-opencv-2-3-in-microsoft-visual-studio-2010-in-windows-7-64-bit/

I then started to play around with the libraries. I was able to load in an image to a window.

 

// OpenCVConfiguration.cpp : Defines the entry point for the console application.
//

#include "stdafx.h"
#include <cv.h>
#include <highgui.h>

int main(int argc, char *argv[])
{
	IplImage* img = cvLoadImage( "S:\\Photos\\Television\\Pokemon\\pokemon.jpg" );
	cvNamedWindow( "Example1", CV_WINDOW_AUTOSIZE );
	cvShowImage( "Example1", img );
	cvWaitKey( 0 );
	cvReleaseImage( &img );
	return 0;
}

 

I do not have a webcam on my current computer to test video capture. I am going to attempt to get an IDE for my laptop to try this code. In the next few days I will attempt to code some edge detection for the images sent to me by Professor Johnson.

 

 

 

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