Active Shape Model. More...

#include <asmmodel.h>

Inheritance diagram for StatModel::ASMModel:

Public Member Functions
	ASMModel ()
	Empty ASM model.
	ASMModel (const string &filename)
	Initialize by a file.
vector< ASMFitResult >	fitAll (const Mat &img, const vector< cv::Rect > &detectedObjs, int verbose=0)
	Search for objects (e.g. faces) in image, and run ASM on each object.
ASMFitResult	fit (const Mat &img, int verbose=0)
	Do ASM fitting on an image patch, return the fitted vector.
void	buildModel (const string &shapeDefFile, const string &ptsListFile)
	Build the model.
void	saveToFile (const string &filename)
	Save the model into a file.
void	loadFromFile (const string &filename)
	Load the model from a file.
void	showResult (Mat &img, const vector< ASMFitResult > &res)
	Show the result in the image.

Detailed Description

Active Shape Model.

Constructor & Destructor Documentation

StatModel::ASMModel::ASMModel ( ) [inline]

Empty ASM model.

StatModel::ASMModel::ASMModel ( const string & filename ) [inline]

Initialize by a file.

void StatModel::ASMModel::buildModel	(	const string &	shapeDefFile,
		const string &	ptsListFile
	)

Build the model.

ASMFitResult StatModel::ASMModel::fit	(	const Mat &	img,
		int	verbose = `0`
	)

Do ASM fitting on an image patch, return the fitted vector.

I'd recommend use ASMModel::fitAll in most cases.

Parameters:

img	An image patch (cropped by object detection).
verbose	Verbosity level.

vector< ASMFitResult > StatModel::ASMModel::fitAll	(	const Mat &	img,
		const vector< cv::Rect > &	detectedObjs,
		int	verbose = `0`
	)

Search for objects (e.g. faces) in image, and run ASM on each object.

This runs OpenCV object detection and fit ASM model on each detected region.

Parameters:

img	Input image
detectedObjs	Bounding boxes for all objects. (Usually it can be the result of OpenCV object detection)
verbose	Verbosity level.

void StatModel::ASMModel::loadFromFile ( const string & filename )

Load the model from a file.

void StatModel::ASMModel::saveToFile ( const string & filename )

Save the model into a file.

void StatModel::ASMModel::showResult	(	Mat &	img,
		const vector< ASMFitResult > &	res
	)

Show the result in the image.

The documentation for this class was generated from the following files: