New Init WIP

DescriptorManager.cpp

@@ -34,6 +34,89 @@ DescriptorManager::~DescriptorManager() {
 	//Realistically, when this gets destroyed the application is done anyway.
 }
 
+//Loads all base images, calculates their descriptors,
+//calculates all image mutations and stores their descriptors
+//on disk.
+void DescriptorManager::Init() {
+	//First load all images and store descriptors in cache and disk
+	if (!fs::exists(img_path)) {
+		cout << "Error. Data folder not found." << endl;
+		return;
+	}
+	fs::ifstream ifs;
+	fs::ofstream ofs;
+	//foreach image in directory (non-recursive)
+	for (fs::directory_iterator itr(img_path); itr != fs::directory_iterator(); ++itr) {
+		if (!itr->path().has_extension()) continue; //skip directories and such
+		string image_name = itr->path().filename().generic_string();
+		Image* image = new Image;
+		image->read(itr->path().string());
+		//foreach descriptor
+		for (int i = 0; i < numDescriptors; i++) {
+			//folder to store descriptors; create if not exists
+			fs::path descriptorBase("meta" / descriptor_types[i]->ToPath());
+			if (!fs::is_directory(descriptorBase))
+				fs::create_directory(descriptorBase);
+
+			fs::path featurePath(descriptorBase / itr->path().stem());
+			bitset<64>* b1;
+			if (fs::exists(featurePath)) { //feature on disk, load it in
+				ifs.open(featurePath, fs::fstream::binary);
+				unsigned long long n;
+				ifs.read(reinterpret_cast<char*>(&n), sizeof(n));
+				ifs.close();
+				b1 = new bitset<64>(n);
+			}
+			else { //not on disk, calculate it
+				b1 = &descriptor_types[i]->feature(image);
+				unsigned long long n = b1->to_ullong();
+				ofs.open(featurePath, fs::fstream::binary);
+				ofs.write(reinterpret_cast<const char*>(&n), sizeof(n));
+				ofs.close();
+			}
+			descriptors[i][image_name] = *b1;
+			delete b1;
+		}
+		for (int i = 0; i < numMutations; i++) {
+			//Check if we have somewhere to store the mutation
+			fs::path mutationBase(img_path / mutators[i]->ToPath());
+			if (!fs::is_directory(mutationBase))
+				fs::create_directory(mutationBase);
+			fs::path mutPath(mutationBase / itr->path().filename().generic_string());
+
+			Image* mutated = mutators[i]->getMutated(image);
+			mutated->write(mutPath.generic_string());
+
+			//now calculate all the features for the mutated images as well
+			//foreach descriptor
+			for (int j = 0; j < numDescriptors; j++) {
+				/*//folder to store descriptors; create if not exists
+				fs::path descriptorBase("meta" / descriptor_types[j]->ToPath() / mutators[i]->ToPath());
+				//cout << "Doing mutated descriptors for " << descriptorBase << endl;
+				if (!fs::is_directory(descriptorBase))
+					if (fs::create_directory(descriptorBase)) {}
+				fs::path featurePath(descriptorBase / itr->path().stem());
+				//cout << featurePath << endl;
+				string image_name = itr->path().filename().generic_string();
+				if (!fs::exists(featurePath)) { //feature not yet calculated
+												//cout << "Calculating " << image_name << endl;
+												//descriptor_types[i]->distance(b1, b1);
+												//descriptors[i][image_name] = b1;
+					bitset<64> b1 = descriptor_types[j]->feature(mutated);
+					unsigned long long n = b1.to_ullong();
+					cout << "Writing " << b1 << "(" << n << ")" << " to " << featurePath << endl;
+					ofs.open(featurePath, fs::fstream::binary); //in binary mode; only open file after calculations have been done
+					ofs.write(reinterpret_cast<const char*>(&n), sizeof(n));
+					ofs.close();
+				}*/
+			}
+			delete mutated;
+		}
+		delete image;
+	}
+}
+
+
 
 //Loads all images and determines the feature vectors
 bool DescriptorManager::loadDescriptors() {
@@ -87,11 +170,7 @@ bool DescriptorManager::loadDescriptors() {
 			}
 		}
 	}
-	//cout << "ma qualle ide!" << endl;
+
-	/*for (map<string, Image*>::iterator it = images.begin(); it != images.end(); ++it) {
-		cout << "sup?" << endl;
-		delete it->second; //free willy
-	}*/
 	return true;
 }
 
@@ -187,13 +266,19 @@ void DescriptorManager::similarImages(string image_name, int method, int numImag
 //inserts the descriptors of the mutated versions of the image.
 //Assumes the distances array is filled with the normal distances
 void DescriptorManager::insertMutations(string image_name, int method) {
-	multiset<pair<unsigned long long, string> > local_distance(distances);
+	multiset<pair<unsigned long long, string> > local_distance;
 	fs::ifstream ifs;
 	bitset<64> target;
 	if (descriptors[method].count(image_name)) { //if image exists in map
 		target = descriptors[method][image_name];
 	}
 	cout << "Finding hits for " << image_name << " which has feature-number " << target.to_ullong() << endl;
+	for (map<string, bitset<64>>::iterator it = descriptors[method].begin(); it != descriptors[method].end(); ++it) {
+		//cout << "ho " << endl;
+		unsigned long long d = descriptor_types[method]->distance(target, it->second);
+		pair<unsigned long long, string> p(d, it->first);
+		local_distance.insert(p); //pairs are compared by their first element..
+	}
 	for (int i = 0; i < numMutations; i++) {
 		fs::path descriptorBase("meta" / descriptor_types[method]->ToPath() / mutators[i]->ToPath());
 		fs::path imagePath(image_name);
@@ -230,6 +315,14 @@ void DescriptorManager::insertMutations(string image_name, int method) {
 	}
 }
 
+void DescriptorManager::checkImages(int method) {
+	fs::directory_iterator end_itr;
+	for (fs::directory_iterator itr(img_path); itr != end_itr; ++itr) {
+		if (!itr->path().has_extension()) continue; //skip directories
+		insertMutations(itr->path().string(), method);
+	}
+}
+
 //outputs the gathered data to iostream
 //can be called directly or is called by its overload
 //assumes a < numDescriptors

DescriptorManager.h

@@ -26,10 +26,12 @@ public:
 	DescriptorManager();
 	DescriptorManager(const fs::path & image_path);
 	~DescriptorManager();
+	void Init();
 	bool loadDescriptors();
 	bool createMutations();
 	void similarImages(string image_name, int method, int numImages);
 	void insertMutations(string image_name, int method);
+	void checkImages(int method);
 	void outputMap(int a);
 	void outputMap();
 private:

main.cpp

@@ -40,11 +40,12 @@ int main(int argc, char **argv) {
 	}
 	InitializeMagick(*argv);
 	DescriptorManager* manager = new DescriptorManager("data"); 
+	manager->Init();
 	//cout << "Loading descriptiors..";
-	manager->loadDescriptors();
+	//manager->loadDescriptors();
 	manager->createMutations();
 	//cout << "done?" << endl;
-	manager->similarImages(imagename, method, count);
+	//manager->similarImages(imagename, method, count);
 	manager->insertMutations(imagename, method);
 	//cout << "done!" << endl << "Calculating distances.." << endl;
 	//cout << "done!" << endl << "Outputting map.." << endl;