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https://hdl.handle.net/20.500.14279/3457
Τίτλος: | An overview of research on facial aging using the FG-NET aging database | Συγγραφείς: | Panis, Gabriel Lanitis, Andreas |
metadata.dc.contributor.other: | Λανίτης, Ανδρέας | Major Field of Science: | Natural Sciences | Field Category: | Computer and Information Sciences | Λέξεις-κλειδιά: | Aging databases;Facial age estimation;FG-NET aging database | Ημερομηνία Έκδοσης: | 2015 | Πηγή: | 13th European Conference on Computer Vision, ECCV 2014; Zurich; Switzerland; 6 September 2014 through 12 September 2014 | Conference: | European Conference on Computer Vision | Περίληψη: | The FG-NET aging database was released in 2004 in an attempt to support research activities related to facial aging. Since then a number of researchers used the database for carrying out research in various disciplines related to facial aging. Based on the analysis of published work where the FG-NET aging database was used, conclusions related to the type of research carried out in relation to the impact of the dataset in shaping up the research topic of facial aging, are presented. In particular we focus our attention on the topic of age estimation that proved to be the most popular among users of the FG-NET aging database. Through the review of key papers in age estimation and the presentation of benchmark results the main approaches/directions in facial aging are outlined and future trends, requirements and research directions are drafted. | Description: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Volume 8926, 2015, Pages 737-750 | ISBN: | 978-331916180-8 | DOI: | 10.1007/978-3-319-16181-5_56 | Rights: | © Springer International Publishing Switzerland 2015. | Type: | Conference Papers | Affiliation: | University of Manchester Cyprus University of Technology |
Publication Type: | Peer Reviewed |
Εμφανίζεται στις συλλογές: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
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Αρχείο | Περιγραφή | Μέγεθος | Μορφότυπος | |
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lanitis.pdf | 285.05 kB | Adobe PDF | Δείτε/ Ανοίξτε |
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