VADANA: Vims Appearance Dataset for facial image ANAlysis

13 years 1 months ago

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Analysis of face images has been the topic of in-depth research with wide spread applications. Face recognition, verification, age progression studies are some of the topics under study. In order to facilitate comparison and benchmarking of different approaches, various datasets have been released. For the specific topics of face verification with age progression, aging pattern extraction and age estimation, only two public datasets are currently available. The FGNET and MORPH datasets contain a large number of subjects, but only a few images are available for each subject. We present a new dataset, VADANA, which complements them by providing a large number of high quality digital images for each subject within and across ages (depth vs. breadth). It provides the largest number of intra-personal pairs, essential for better training and testing. The images also offer a natural range of pose, expression and illumination variation. A parallel version with aligned faces is also created. Ad...

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Age Progression | Biometrics | Face Recognition | Face Verification |

posted by gowri

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Added	15 Nov 2011
Updated	15 Nov 2011
Authors	Gowri Somanath, Rohith MV, Chandra Kambhamettu

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VADANA: Vims Appearance Dataset for facial image ANAlysis

Age Progression | Biometrics | Face Recognition | Face Verification |

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