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https://hdl.handle.net/20.500.14279/9264
Τίτλος: | On the analysis of factors influencing the performance of facial age progression | Συγγραφείς: | Lanitis, Andreas Tsapatsoulis, Nicolas |
metadata.dc.contributor.other: | Λανίτης, Ανδρέας Τσαπατσούλης, Νικόλας |
Major Field of Science: | Natural Sciences | Field Category: | Computer and Information Sciences | Λέξεις-κλειδιά: | Age progression;Facial aging;Performance Evaluation | Ημερομηνία Έκδοσης: | 7-Απρ-2016 | Πηγή: | 4th International Workshop on Biometrics and Forensics, 2016, Limassol, Cyprus | DOI: | 10.1109/IWBF.2016.7449697 | Περίληψη: | Facial age progression is the process of synthesizing a face image at an older age based on images showing a person at a younger age. The ability to generate accurate age progressed face images is important for a number of forensic investigation tasks. In this paper we analyze the performance of a number of publicly available age progression applications, with respect to different parameters encountered in age progression including imaging conditions of input images, presence of occluding structures, age of input/target faces, and age progression range. Through the analysis and quantification of age progression accuracy in the presence of different conditions, we extract a number of conclusions that take the form of a set of guidelines related to factors that forensic artists and age progression researchers should focus their attention in order to produce improved age progression methodologies. | URI: | https://hdl.handle.net/20.500.14279/9264 | ISBN: | 978-146739448-2 | Rights: | © 2016 IEEE. | Type: | Conference Papers | Affiliation: | Cyprus University of Technology | Publication Type: | Peer Reviewed |
Appears in Collections: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
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