org.openimaj.image.processing.face.detection

Class CLMFaceDetector

java.lang.Object

org.openimaj.image.processing.face.detection.CLMFaceDetector

All Implemented Interfaces:

FaceDetector<CLMDetectedFace,FImage>, ReadableBinary, ReadWriteableBinary, WriteableBinary

@Reference(type=Inproceedings,
           author={"Jason M. Saragih","Simon Lucey","Jeffrey F. Cohn"},
           title="Face alignment through subspace constrained mean-shifts",
           year="2009",
           booktitle="IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27 - October 4, 2009",
           pages={"1034","1041"},
           publisher="IEEE",
           customData={"doi","http://dx.doi.org/10.1109/ICCV.2009.5459377","researchr","http://researchr.org/publication/SaragihLC09","cites","0","citedby","0"})
public class CLMFaceDetector
extends Object
implements FaceDetector<CLMDetectedFace,FImage>

Face detector based on a constrained local model. Fits a 3D face model to each detection.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

See Also:

CLM

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	CLMFaceDetector.Configuration Configuration for the face detector

Constructor Summary

Constructors

Constructor and Description
CLMFaceDetector() Default constructor

Method Summary

Modifier and Type	Method and Description
byte[]	binaryHeader() Header for binary input.
List<CLMDetectedFace>	detectFaces(FImage image) Detect faces in the image and return a list of faces found.
List<CLMDetectedFace>	detectFaces(FImage image, List<Rectangle> detRects) Detect faces in the image using the given rectangles as the seeds from which to start fitting the model.
CLMFaceDetector.Configuration	getConfiguration() Get the internal configuration of the detector.
void	readBinary(DataInput in) Read internal state from in.
void	writeBinary(DataOutput out) Write the content of this as binary to out.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

CLMFaceDetector

public CLMFaceDetector()

Default constructor

Method Detail

readBinary

public void readBinary(DataInput in)
                throws IOException

Description copied from interface: ReadableBinary

Read internal state from in.

Specified by:

readBinary in interface ReadableBinary

Parameters:

in - source to read from.

Throws:

IOException - an error reading input

binaryHeader

public byte[] binaryHeader()

Description copied from interface: ReadableBinary

Header for binary input. Will be automatically read by IOUtils when using readBinary().

Specified by:

binaryHeader in interface ReadableBinary

Specified by:

binaryHeader in interface WriteableBinary

Returns:

header

writeBinary

public void writeBinary(DataOutput out)
                 throws IOException

Description copied from interface: WriteableBinary

Write the content of this as binary to out.

Specified by:

writeBinary in interface WriteableBinary

Parameters:

out - sink to write to

Throws:

IOException - an error writing to out

detectFaces

public List<CLMDetectedFace> detectFaces(FImage image)

Description copied from interface: FaceDetector

Detect faces in the image and return a list of faces found.

Specified by:

detectFaces in interface FaceDetector<CLMDetectedFace,FImage>

Parameters:

image - Image to search in

Returns:

List of detected faces.

detectFaces

public List<CLMDetectedFace> detectFaces(FImage image,
                                         List<Rectangle> detRects)

Detect faces in the image using the given rectangles as the seeds from which to start fitting the model.

Parameters:

image - the image

detRects - the seed rectangles

Returns:

the detected faces

getConfiguration

public CLMFaceDetector.Configuration getConfiguration()

Get the internal configuration of the detector.

Returns:

the internal configuration of the detector.