Paper Info
Title
Give Me One Portrait Image, I Will Tell You Your Emotion and Personality.
Abstract
Personality and emotion are both central to affective computing. Existing works address them individually. In this demo we investigate if such high-level affect traits and their relationship can be jointly learned from face images in the wild. To this end, we introduce an end-to-end trainable and deep Siamese-like network. At inference time, our system can take one portrait photo as input and predict one's Big-Five apparent personality as well as emotion attributes. With such a system, we also demonstrate the feasibility of inferring the apparent personality directly fro emotion.
Year
DOI
Venue
2018
10.1145/3240508.3241384
MM '18: ACM Multimedia Conference Seoul Republic of Korea October, 2018
Keywords
Field
DocType
Personality, Emotion, Emotion-to-Personality, Deep Learning
Inference,Computer science,Portrait,Cognitive psychology,Artificial intelligence,Affective computing,Deep learning,Multimedia,Personality
Conference
ISBN
Citations 
PageRank 
978-1-4503-5665-7
1
0.35
References 
Authors
5
4
Name
Order
Citations
PageRank
Songyou Peng1244.57
Le Zhang226832.16
Stefan Winkler330.74
Marianne Winslett43519744.78