Distinguishing geometrical features and appearance based features for emotion detection from human facial imagery

Kurbanov, Abduraxmon

Al-Farg'oniy avlodlari · 2024-yil

Annotatsiya

A person can easily determine the emotional state of the interlocutor standing in front of him with the help of his senses such as seeing, understanding and feeling, but for computer systems this is a very complicated matter. Modern computer technology and artificial intelligence systems provide effective predictions for automatic emotion recognition, but even deep learning models built with huge data sets using modern CNN technologies have proven to be imperfect at identifying complex emotional states. In this article, we will solve the problem of determining the facial features necessary for the correct assessment of the emotional state.

Maqola ma’lumotlari
MualliflarKurbanov, Abduraxmon
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2024-10-20
Son3
Betlar61-67
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Local binary pattern, Histogram of Oriented Gradients, konvolutsion neyron tarmoqlari, SVM, k-NN, random forest, Haarcascads, bilateralFilter, Local binary pattern, Histogram of Oriented Gradients, convolutional neural networks. SVM, k-NN, random forest, Haarcascads, bilateralFilter., : Local binary pattern (mahalliy ikkilik naqshlar), Histogram of Oriented Gradients (yo‘naltirilgan gradientlar gistogrammasi), konvolutsion neyron tarmoqlari. SVM, k-NN, random forest, Haarcascads, bilateralFilter.

Ilmiy soha

Texnika

Iqtibos keltirish

APAKurbanov, Abduraxmon (2024). DISTINGUISHING GEOMETRICAL FEATURES AND APPEARANCE BASED FEATURES FOR EMOTION DETECTION FROM HUMAN FACIAL IMAGERY. Al-Farg'oniy avlodlari, (3), 61-67. https://al-fargoniy.uz/index.php/journal/article/view/485
GOST (OAK)Kurbanov, Abduraxmon DISTINGUISHING GEOMETRICAL FEATURES AND APPEARANCE BASED FEATURES FOR EMOTION DETECTION FROM HUMAN FACIAL IMAGERY // Al-Farg'oniy avlodlari. – 2024. – № 3. – P. 61-67.
MLAKurbanov, Abduraxmon. “DISTINGUISHING GEOMETRICAL FEATURES AND APPEARANCE BASED FEATURES FOR EMOTION DETECTION FROM HUMAN FACIAL IMAGERY.” Al-Farg'oniy avlodlari, (3), 61-67, 2024. https://al-fargoniy.uz/index.php/journal/article/view/485
ChicagoKurbanov, Abduraxmon. “DISTINGUISHING GEOMETRICAL FEATURES AND APPEARANCE BASED FEATURES FOR EMOTION DETECTION FROM HUMAN FACIAL IMAGERY.” Al-Farg'oniy avlodlari, (3), 61-67 (2024). https://al-fargoniy.uz/index.php/journal/article/view/485
HarvardKurbanov, Abduraxmon (2024) ‘DISTINGUISHING GEOMETRICAL FEATURES AND APPEARANCE BASED FEATURES FOR EMOTION DETECTION FROM HUMAN FACIAL IMAGERY’, Al-Farg'oniy avlodlari, (3), 61-67. https://al-fargoniy.uz/index.php/journal/article/view/485
BibTeX
@article{kurbanovabduraxmon2024,
  title = {DISTINGUISHING GEOMETRICAL FEATURES AND APPEARANCE BASED FEATURES FOR EMOTION DETECTION FROM HUMAN FACIAL IMAGERY},
  author = {Kurbanov, Abduraxmon},
  journal = {Al-Farg'oniy avlodlari},
  year = {2024},
  number = {3},
  pages = {61-67},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/485}
}

Boshqa maqola uchun iqtibos tayyorlash

Al-Farg'oniy avlodlari jurnalidan boshqa maqolalar

Al-Farg'oniy avlodlari — barcha maqolalar · 2024-yil arxivi

Kurbanov, Abduraxmon — boshqa maqolalari

Texnika sohasidagi boshqa maqolalar

Texnika sohasidagi OAK jurnallari