Complex Emotion Profiling: An Incremental Active Learning Based Approach With Sparse Annotations

Generally, in-the-wild emotions are complex in nature. They often occur in combinations of multiple basic emotions, such as fear, happy, disgust, anger, sadness and surprise. Unlike the basic emotions, annotation of complex emotions, such as pain, is a time-consuming and expensive exercise. Moreover...

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Bibliographic Details
Main Authors: Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9165088/