demo_gslic.cpp

#include <time.h>
#include <stdio.h>

#include "gSLIC_Lib/gSLIC.h"
#include "NVTimer.h"

#include "opencv2/highgui/highgui.hpp"
#include "opencv2/core/core.hpp"
#include "opencv2/opencv.hpp"



using namespace std;
using namespace cv;

void load_image(const Mat& inimg, gSLIC::UChar3Image* outimg)
{
	gSLIC::Vector3u* outimg_ptr = outimg->GetData(MEMORYDEVICE_CPU);

	for (int y = 0; y < outimg->noDims.y;y++)
		for (int x = 0; x < outimg->noDims.x; x++)
		{
			int idx = x + y * outimg->noDims.x;
			outimg_ptr[idx].b = inimg.at<Vec3b>(y, x)[0];
			outimg_ptr[idx].g = inimg.at<Vec3b>(y, x)[1];
			outimg_ptr[idx].r = inimg.at<Vec3b>(y, x)[2];
		}
}

void load_image(const gSLIC::UChar3Image* inimg, Mat& outimg)
{
	const gSLIC::Vector3u* inimg_ptr = inimg->GetData(MEMORYDEVICE_CPU);

	for (int y = 0; y < inimg->noDims.y; y++)
		for (int x = 0; x < inimg->noDims.x; x++)
		{
			int idx = x + y * inimg->noDims.x;
			outimg.at<Vec3b>(y, x)[0] = inimg_ptr[idx].b;
			outimg.at<Vec3b>(y, x)[1] = inimg_ptr[idx].g;
			outimg.at<Vec3b>(y, x)[2] = inimg_ptr[idx].r;
		}
}


int main()
{
	VideoCapture cap(0);

	if (!cap.isOpened()) 
	{
		cerr << "unable to open camera!\n";
		return -1;
	}
	

	// gSLIC settings
	gSLIC::objects::settings my_settings;
	my_settings.img_size.x = 640;
	my_settings.img_size.y = 480;
	my_settings.no_segs = 2000;
	my_settings.spixel_size = 16;
	my_settings.coh_weight = 0.6f;
	my_settings.no_iters = 5;
	my_settings.color_space = gSLIC::XYZ; // gSLIC::CIELAB for Lab, or gSLIC::RGB for RGB
	my_settings.seg_method = gSLIC::GIVEN_SIZE; // or gSLIC::GIVEN_NUM for given number
	my_settings.do_enforce_connectivity = true; // wheter or not run the enforce connectivity step

	// instantiate a core_engine
	gSLIC::engines::core_engine* gSLIC_engine = new gSLIC::engines::core_engine(my_settings);

	// gSLIC takes gSLIC::UChar4Image as input and out put
	gSLIC::UChar3Image* in_img = new gSLIC::UChar3Image(my_settings.img_size, true, true);
	gSLIC::UChar3Image* out_img = new gSLIC::UChar3Image(my_settings.img_size, true, true);

	Size s(my_settings.img_size.x, my_settings.img_size.y);
	Mat oldFrame, frame;
	Mat boundry_draw_frame; boundry_draw_frame.create(s, CV_8UC3);

    StopWatchInterface *my_timer; sdkCreateTimer(&my_timer);
    
	int key; int save_count = 0;
	while (cap.read(oldFrame))
	{
		resize(oldFrame, frame, s);
		
		load_image(frame, in_img);
        
        sdkResetTimer(&my_timer); sdkStartTimer(&my_timer);
		gSLIC_engine->Process_Frame(in_img);
        sdkStopTimer(&my_timer); 
        cout<<"\rsegmentation in:["<<sdkGetTimerValue(&my_timer)<<"]ms"<<flush;
        
		gSLIC_engine->Draw_Segmentation_Result(out_img);
		
		load_image(out_img, boundry_draw_frame);
		imshow("segmentation", boundry_draw_frame);

		key = waitKey(1);
		if (key == 27) break;
		else if (key == 's')
		{
			char out_name[100];
			sprintf(out_name, "seg_%04i.pgm", save_count);
			gSLIC_engine->Write_Seg_Res_To_PGM(out_name);
			sprintf(out_name, "edge_%04i.png", save_count);
			imwrite(out_name, boundry_draw_frame);
			sprintf(out_name, "img_%04i.png", save_count);
			imwrite(out_name, frame);
			printf("\nsaved segmentation %04i\n", save_count);
			save_count++;
		}
	}

	destroyAllWindows();
    return 0;
}