Training Image Databases

 

1.  Eye_training_set (376M)

This database includes the cropped image of left/right eye (open/closed) region of different sizes and orientations.

Database

Description

Blink

Square images,

2070 closed eye images and 1773 open eye images

FERET_eye

Square images, 326 eye images

FRGC_Eye

Square images, 22850 eye images

FRGC_Eye_Centered

Rectangular images, 4364 eye images

FRGC_pupil

Square images, 3636 pupil images with different sizes

Square images, 131325 images with same size, where pupil is not in the center of the image

Square images, 3636 images with different sizes, where pupil is not in the center of the image

Square images, 78475 images with same size, where pupil is not in the center of the image

Non-eye

Square images, over 140,000 non-eye images

 

  1. EyeCorner

This database includes the cropped image of left/right eye corners of different sizes and orientations.

Database

Description

OuterEyeCorner

Square images, 2380 outer-eye-corner images with slightly size difference, where the eye corner is located at the side of image

NonEyeCorner

Square images, 24880 non-eye-corner images with slightly size difference

 

  1. MultiView_FaceData (1.19G)

This database includes the cropped face image of different sizes and orientations from different sources.

Database

Description

Frontal

Square images, 19079 frontal view face images

Full-left

Square images, 7987 left (90 degree) view face images

Full-right

Square images, 7382 right (-90 degree) view face images

Full-right-flip

Square images, 7382 left (90 degree) view face images generated by flipping the right view face images

Half-left

Square images, 5930 half-left (45 degree) view face images

Half-right

Square images,5943 half-right (-45 degree) view face images

Half-right-flip

Square images, 5943 half-left (45 degree) view face images generated by flipping the half-right view face images

 

  1. MultiView_Negative

This database includes the negative examples extracted from background for multi-view face detection.

Database

Description

AllFrontal_New

Square images, 161,773

AllFull

Square images, 82,074

AllHalf

Square images, 84,574

AllStandard

Square images, 64,527

AllStandard_2

Square images, 59,998

AllView

Square images, 74,172

 

  1. Original_Face_Classified

This database includes the cropped face image of different sizes and orientations from different sources.

Database

Description

CAS

Multi-view face images:

frontal: 77913 images

full-left: 2277 images

full-right: 2026 images

FERET

Multi-view face images:

frontal: 26578 images

half-left: 2288 images

half-right: 1545 images

quarter-left: 1812 images

quarter-right: 1778 images

FRGC

32479 frontal-view face images

ISL_Face_1

Multi-view face images:

frontal: 1741 images

half-left: 725 images

half-right: 1048 images

quarter-left: 504 images

quarter-right: 397 images

ISL_Face_2

Multi-view face images:

frontal: 1201 images

left: 207 images

right: 448 images

up: 132 images

down: 111 images

ISL_Face_3

Multi-view face images:

frontal: 340 images

half-left: 104 images

half-right:157 images

full-left: 79 images

full-right: 59 images

up: 7 images

down: 28 images

Non-face images: 65553

WebImage

 

Multi-view face images:

frontal: 8446 images

half-left: 3934 images

half-right: 3349 images

full-left: 3395 images

full-right: 3181 images