org.openimaj.image.model.asm.datasets

Class IMMFaceDatabase

java.lang.Object

org.openimaj.image.model.asm.datasets.IMMFaceDatabase

@DatasetDescription(name="The IMM Face Database",
                    description="A dataset consisting of 240 annotated monocular images of 40 different human faces. Points of correspondence are placed on each image so the dataset can be readily used for building statistical models of shape.",
                    creator="Michael M. Nordstrom, Mads Larsen, Janusz Sierakowski, and Mikkel B. Stegmann",
                    url="http://www2.imm.dtu.dk/~aam/datasets/datasets.html",
                    downloadUrls="http://datasets.openimaj.org/imm_face_db.zip")
 @Reference(type=Article,
           author={"M. B. Stegmann","B. K. Ersb{\\o}ll","R. Larsen"},
           title="{FAME} -- A Flexible Appearance Modelling Environment",
           year="2003",
           journal="IEEE Trans. on Medical Imaging",
           pages={"1319","1331"},
           number="10",
           publisher="IEEE",
           volume="22")
public class IMMFaceDatabase
extends Object

The IMM Face Database (a set of labelled faces with connected points).

Author:

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

Constructor Summary

Constructors

Constructor and Description
IMMFaceDatabase()

Method Summary

Modifier and Type	Method and Description
static <IMAGE extends Image<?,IMAGE>> ShapeModelDataset<IMAGE>	load(InputStreamObjectReader<IMAGE> reader) Get a dataset of the IMM images and points.

Methods inherited from class java.lang.Object

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

Constructor Detail

IMMFaceDatabase

public IMMFaceDatabase()

Method Detail

load

public static <IMAGE extends Image<?,IMAGE>> ShapeModelDataset<IMAGE> load(InputStreamObjectReader<IMAGE> reader)
                                                                    throws IOException

Get a dataset of the IMM images and points. If the dataset hasn't been downloaded, it will be fetched automatically and stored in the OpenIMAJ data directory. The images in the dataset are grouped by their class.

Parameters:

reader - the reader for images (can be null if you only care about the points)

Returns:

the dataset

Throws:

IOException - if an error occurs

See Also:

DataUtils.getDataDirectory()