Stima dell'età e riconoscimento del genere
a partire da immagini facciali
Introduction
Main aim:
• estimation of gender and age from facial images.
Several issues:
• facial expressions, inter-person variation, lighting variation, pose, occlusions,
etc.
Developed Solution
The solution we developed consists of the following steps:
• Face detection
• Image Alignment and Contrast Normalization
• Feature Extraction
• Age/Gender Classification
CLBP_M
CLBP_S
…
CLBP_S
CLBP_M
A. Torrisi, G. M. Farinella, G. Puglisi, S. Battiato, Selecting Discriminative CLBP Patterns for Age Estimation,
In Proceedings of International Workshop on Video Analytics for Audience Measurement (VAAM), 2015
Applications:
Electronic Customer Relationship Management:
• different groups of customers have different preferences and the information
related to their age can be exploited to provide customized contents and
services.
Smart Surveillance:
• monitor minors on vine shop or trying to purchase tobacco
Human-Computer Interaction
Contatti
Prof. Giovanni Puglisi
[email protected]
http://people.unica.it/giovannipuglisi/