[1]ZHAO Xiaoming,TANG Zhiwei,ZHANG Shiqing.Research advance of multimodal personality recognition based on audio and visual cues[J].CAAI Transactions on Intelligent Systems,2021,16(2):189-201.[doi:10.11992/tis.202101034]
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CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
16
Number of periods:
2021 2
Page number:
189-201
Column:
综述
Public date:
2021-03-05
- Title:
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Research advance of multimodal personality recognition based on audio and visual cues
- Author(s):
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ZHAO Xiaoming1; TANG Zhiwei1; ZHANG Shiqing2
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1. School of Faculty of Mechanical Engineering and Automation, Zhejiang Sci-Tech University, Hangzhou 310018, China;
2. Institute of Intelligent Information Processing, Taizhou University, Taizhou 318000, China
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- Keywords:
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Personality recognition; personality computing; types of personality; audio-visual cues; feature extraction; hand-crafted features; depth features; multimodal fusion
- CLC:
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TP391
- DOI:
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10.11992/tis.202101034
- Abstract:
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Personality recognition analysis is an important research topic in personality computing, which has important applications in human behavior analysis, artificial intelligence, human-computer interaction, and personalized recommendation. In recent years, personality recognition analysis has become an active research topic in psychology, cognition, and computer science. This study introduces different types of personality representation theories and databases related to personality recognition and presents various audio-visual cue feature extraction technologies for personality recognition, such as handcrafted and depth features. Then, multimodal fusion methods integrating audio and visual cues for personality recognition are classified and summarized in detail. Finally, the development trend of multimodal personality recognition integrating audio and visual cues is explored and summarized.