Machine learning for face, emotion, and pain recognition

Machine learning for face, emotion, and pain recognition

This Spotlight explains how to build an automated system for face, emotion, and pain recognition. These steps include pre-processing, face detection and segmentation, feature extraction, and finally and most importantly, recognition to classify features and show the accuracy of the system. State-of-...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Anbarjafari, Gholamreza ca. 20./21. Jh (VerfasserIn), Gorbova, Jelena (VerfasserIn), Hammer, Rain Eric (VerfasserIn), Rasti, Pejman (VerfasserIn), Noroozi, Fatemeh ca. 20./21. Jh (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Bellingham, Washington, USA SPIE Press [2018]
Schriftenreihe:SPIE spotlight series vol. SL37
Schlagworte:
Human face recognition (Computer science)
Emotion recognition
Online-Zugang:FHD01
UBG01
URL des Erstveröffentlichers
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Inhaltsangabe:
  • 1. Introduction
  • 2. Face recognition: 2.1. Introduction; 2.3. PDF-based face recognition; 2.4. Data fusion
  • 3. Emotion recognition: 3.1. Speech-based emotion recognition; 3.2. Other modalities; 3.3. Gesture-based emotion recognition; 3.4. Face-expression recognition
  • 4. Pain recognition
  • 5. Face databases: 5.1. Elicitation methods; 5.2. Categories of emotion; 5.3. Database types; 5.4. Pain databases
  • Acknowledgments
  • References

Ähnliche Einträge