Παρακαλώ χρησιμοποιήστε αυτό το αναγνωριστικό για να παραπέμψετε ή να δημιουργήσετε σύνδεσμο προς αυτό το τεκμήριο:
https://hdl.handle.net/20.500.14279/23246
Τίτλος: | Extrapolating continuous color emotions through deep learning | Συγγραφείς: | Ram, Vishaal Schaposnik, Laura P. Konstantinou, Nikos Volkan, Eliz Papadatou-Pastou, Marietta Manav, Banu Jonauskaite, Domicele Mohr, Christine |
Major Field of Science: | Natural Sciences | Field Category: | Computer and Information Sciences | Λέξεις-κλειδιά: | Deep learning;Quantitative Biology;Quantitative Methods;Computer Science;Biological Physics;Physics;Neural network | Ημερομηνία Έκδοσης: | Νοε-2020 | Πηγή: | Physical Review Research, 2020, vol. 2, no. 3, articl. no. 033350 | Volume: | 2 | Issue: | 3 | Περιοδικό: | Physical Review Research | Περίληψη: | By means of an experimental dataset, we use deep learning to implement an RGB extrapolation of emotions associated to color, and do a mathematical study of the results obtained through this neural network. In particular, we see that males typically associate a given emotion with darker colors while females with brighter colors. A similar trend was observed with older people and associations to lighter colors. Moreover, through our classification matrix, we identify which colors have weak associations to emotions and which colors are typically confused with other colors. | URI: | https://hdl.handle.net/20.500.14279/23246 | ISSN: | 26431564 | DOI: | 10.1103/PhysRevResearch.2.033350 | Rights: | © The Author(s) | Type: | Article | Affiliation: | University of Illinois at Chicago Cyprus University of Technology Milton High School National and Kapodistrian University of Athens Kadir Has University University of Lausanne |
Εμφανίζεται στις συλλογές: | Άρθρα/Articles |
Αρχεία σε αυτό το τεκμήριο:
Αρχείο | Περιγραφή | Μέγεθος | Μορφότυπος | |
---|---|---|---|---|
PhysRevResearch.2.033350.pdf | 2.18 MB | Adobe PDF | Δείτε/ Ανοίξτε |
CORE Recommender
SCOPUSTM
Citations
7
checked on 14 Μαρ 2024
WEB OF SCIENCETM
Citations
5
Last Week
0
0
Last month
0
0
checked on 31 Οκτ 2023
Page view(s)
247
Last Week
0
0
Last month
13
13
checked on 21 Μαϊ 2024
Download(s)
120
checked on 21 Μαϊ 2024
Google ScholarTM
Check
Altmetric
Αυτό το τεκμήριο προστατεύεται από άδεια Άδεια Creative Commons