Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding

Kurbanov, Abduraxmon

Рақамли технологияларнинг назарий ва амалий масалалари · 2024-yil

Annotatsiya

This article reviews effective facial emotion recognition methods using convolutional neural networks and deep learning methodologies. While we cover the ins and outs of building and training a convolutional neural network, we try to provide readers with a thorough understanding of the underlying technologies and their applications in real-time facial emotion recognition. By addressing the problem presented in this paper, we provide insight into how deep learning techniques can be used not only to improve facial recognition systems, but also to significantly contribute to advances in human-computer interaction.

Maqola ma’lumotlari
MualliflarKurbanov, Abduraxmon
JurnalРақамли технологияларнинг назарий ва амалий масалалари
NashriyotТАТУ Самарқанд филиали
ISSN2181-3086, 2181-3094
Nashr sanasi2024-06-14
Jild7
Son2
Betlar68-76
TilIngliz
Ilmiy sohaTexnika
DOI10.62132/ijdt.v7i2.183
Indeksga qo‘shilgan2026-08-26

DOI: 10.62132/ijdt.v7i2.183 · Maqolaning asl sahifasi

Kalit so‘zlar

chuqur o‘rganish, konvolyutsion neyron tarmoqlar, chuqur neyron tarmoqlar, mahalliy ikkilik naqshlar, convolutional neural networks, deep neural networks, Local binary patterns

Ilmiy soha

Texnika

Iqtibos keltirish

APAKurbanov, Abduraxmon (2024). Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding. Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 68-76. https://doi.org/10.62132/ijdt.v7i2.183
GOST (OAK)Kurbanov, Abduraxmon Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding // Рақамли технологияларнинг назарий ва амалий масалалари. – 2024. – T. 7, № 2. – P. 68-76. – DOI: 10.62132/ijdt.v7i2.183.
MLAKurbanov, Abduraxmon. “Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding.” Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 68-76, 2024. https://doi.org/10.62132/ijdt.v7i2.183
ChicagoKurbanov, Abduraxmon. “Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding.” Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 68-76 (2024). https://doi.org/10.62132/ijdt.v7i2.183
HarvardKurbanov, Abduraxmon (2024) ‘Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding’, Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 68-76. https://doi.org/10.62132/ijdt.v7i2.183
BibTeX
@article{kurbanovabduraxmon2024,
  title = {Deep Learning-based Face Analysis: Feature Extraction and Emotion Understanding},
  author = {Kurbanov, Abduraxmon},
  journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
  year = {2024},
  volume = {7},
  number = {2},
  pages = {68-76},
  doi = {10.62132/ijdt.v7i2.183},
  url = {https://doi.org/10.62132/ijdt.v7i2.183}
}

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