RPI ISL Face Database

 

This database is constructed by our own research group. It can be used in many applications such as face and eye detection, face tracking, face pose estimation, and face recognition.

 

It consists of 5 subsets:

o      Single_indoor_face_videos

       Purpose: this database can be used in many applications such as face and eye detection, face tracking, and face recognition.

       Properties:

Properties

Descriptions

# of subjects

39

# of images/videos

70

Static/Videos

Videos

Single/Multiple faces

Single

Gray/Color

Color or gray

Resolution

320*240

Face pose

Various

Facial expression

Various

Illumination

Indoor

Accessories

Glasses

3D data

N/A

Ground truth

Identification of subjects

 

o      Multiple_indoor_face_videos

       Purpose: this database can be used in face detection and face tracking.

       Properties:

Properties

Descriptions

# of subjects

N/A

# of images/videos

19

Static/Videos

Videos

Single/Multiple faces

Multiple

Gray/Color

Color or gray

Resolution

320*240

Face pose

Various

Facial expression

Various

Illumination

Indoor

Accessories

N/A

3D data

N/A

Ground truth

N/A

 

o      Outdoor_face_videos

       Purpose: this database can be used in face detection, face tracking, and people tracking.

       Properties:

Properties

Descriptions

# of subjects

N/A

# of images/videos

6

Static/Videos

Videos

Single/Multiple faces

Multiple

Gray/Color

Color or gray

Resolution

320*240

Face pose

Various

Facial expression

Various

Illumination

Various outdoor

Accessories

N/A

3D data

N/A

Ground truth

N/A

 

o      Recognition

       Purpose: this database is primarily used in face recognition.

       Properties:

Properties

Descriptions

# of subjects

10

# of images/videos

10

Static/Videos

Videos

Single/Multiple faces

Single

Gray/Color

Color

Resolution

320*240

Face pose

Various

Facial expression

Various

Illumination

Indoor

Accessories

N/A

3D data

N/A

Ground truth

Identification of subjects

 

o      StaticImages (336M)

       Purpose: this database can be used in face detection, eye detection, and face pose estimation.

       Properties:

Properties

Descriptions

# of subjects

21

# of images/videos

2882

Static/Videos

Static

Single/Multiple faces

Single

Gray/Color

Color

Resolution

320*240

Face pose

5 face poses:

frontal (1838 images), half-left (167 images), half-right (212 images), full-left (367 images), and full-right (298 images)

Facial expression

Slightly facial expression changes

Illumination

Indoor

Accessories

N/A

3D data

N/A

Ground truth

Coordinates of eyes

Face pose labels