HUMAN EMOTION RECOGNITION USING RECENT TECHNOLOGIES

  • Unique Paper ID: 189070
  • Volume: 12
  • Issue: 7
  • PageNo: 4543-4547
  • Abstract:
  • Abstract- Image processing is a method to convert an image into digital form and perform some operations on it. Machine learning (ML)- based emotion detection outperforms traditional image-processing methods. This paper presents the design of an artificial intelligence (AI) system capable of detecting emotions from facial expressions. It discusses the procedure of emotion detection, which includes basically three main steps: face detection, feature extraction, and emotion classification. This paper proposed a convolutional neural network (CNN) based machine learning architecture for emotion detection from images.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{189070,
        author = {Harshit Mishra and Ankit Kumar and Anurag Yadav and Abhay Dixit},
        title = {HUMAN EMOTION RECOGNITION USING RECENT TECHNOLOGIES},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {12},
        number = {7},
        pages = {4543-4547},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=189070},
        abstract = {Abstract- Image processing is a method to convert an image into digital form and perform some operations on it. Machine learning (ML)- based emotion detection outperforms traditional image-processing methods. This paper presents the design of an artificial intelligence (AI) system capable of detecting emotions from facial expressions. It discusses the procedure of emotion detection, which includes basically three main steps: face detection, feature extraction, and emotion classification. This paper proposed a convolutional neural network (CNN) based machine learning architecture for emotion detection from images.},
        keywords = {facial emotion recognition; Local Binary Pattern Histogram (LBPH)algorithm, Convolutional Neural Networks (CNN)},
        month = {December},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 12
  • Issue: 7
  • PageNo: 4543-4547

HUMAN EMOTION RECOGNITION USING RECENT TECHNOLOGIES

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