GANmut: learning interpretable conditional space for a gamut of emotions

• Main Authors: D'APOLITO, S., PAUNDEL, D.P., HUANG, Zhiwu, VERGARA, A.R., VAN, Gool L.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6409; https://ink.library.smu.edu.sg/context/sis_research/article/7412/viewcontent/GANmutLearning_Interpretable_Conditional_Space_for_Gamut_of_Emotions.pdf
• Institution: Singapore Management University

Humans can communicate emotions through a plethora of facial expressions, each with its own intensity, nuances and ambiguities. The generation of such variety by means of conditional GANs is limited to the expressions encoded in the used label system. These limitations are caused either due to burde...