Encapsulates a single instance of an image for multi-class pixel labeling problems (i.e., image segmentation). More...

Public Member Functions
	drwnSegImageInstance (const char imgFilename, const char baseName=NULL)
	create a drwnSegImageInstance from file

	drwnSegImageInstance (const cv::Mat &img, const char *baseName=NULL)
	create an existing image

	drwnSegImageInstance (const drwnSegImageInstance &instance)
	copy constructor

virtual	~drwnSegImageInstance ()
	destructor

const cv::Mat &	image () const
	returns the colour image

const cv::Mat &	greyImage () const
	returns a greyscale version of the image

const cv::Mat &	edgeMap () const
	returns the edge magnitude of the image

const string &	name () const
	returns the name of the image (if available)

int	width () const
	returns the width of the image in pixels

int	height () const
	returns the height of the image in pixels

int	size () const
	returns the number of pixels in the image

int	pixel2Indx (const cv::Point &p) const
	convert from image coordinates to pixel index

int	pixel2Indx (int x, int y) const
	convert from image coordinates to pixel index

cv::Point	indx2Pixel (int indx) const
	convert from pixel index to image coordinates

void	clearPixelFeatures ()
	clear cached pixel features or unary terms

void	appendPixelFeatures ()
	append standard pixel features to cached pixel feature vectors

void	appendPixelFeatures (drwnSegImagePixelFeatures &featureGenerator)
	append pixel features to cached pixel feature vectors

drwnSegImageInstance &	operator= (const drwnSegImageInstance &instance)
	assignment operator

Public Attributes
vector< vector< double > >	unaries
	cached unary potentials or pixel feature vectors

drwnPixelNeighbourContrasts	contrast
	neighborhood contrast for pairwise smoothness

vector< drwnWeightedPixelEdge >	auxEdges
	auxiliary (long range) edges

drwnSuperpixelContainer	superpixels
	superpixels for features or consistency terms

vector< cv::Mat >	auxiliaryData
	auxiliary data for certain models (future extensions)

MatrixXi	pixelLabels
	pixel labels (0 to K-1) and -1 for unknown

Protected Attributes
string	_baseName
	image identifier

cv::Mat	_img
	3-channel RGB image of the scene

cv::Mat	_grayImg
	1-channel greyscale image of the scene

cv::Mat	_softEdgeImg
	1-channel edgemap image of the scene

Detailed Description

Encapsulates a single instance of an image for multi-class pixel labeling problems (i.e., image segmentation).

The data-structure includes basic image features and can be annotated with pixelwise class labels. Negative labels are assumed to be unknown.

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

Public Member Functions