An Attention-based Model for Recognition of Facial Expressions Using CNN-BiLSTM

An Attention-based Model for Recognition of Facial Expressions Using CNN-BiLSTM

In recent studies, computer vision and human-computer interaction have focused heavily on facial expression recognition (FER). Traditional deep learning algorithms have faced significant challenges when processing images with occlusion, uneven lighting, and positional inconsistencies and addressing...

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Bibliographic Details
Main Authors: Sushil Kumar Singh, Manish Kumar, Ikram Majeed Khan, A. Jayanthiladevi, Chirag Agarwal
Format: Article
Language:English
Published: Erbil Polytechnic University 2025-02-01
Series:Polytechnic Journal
Subjects:
facial expression recognition,
cnn,
bilstm,
attention model,
data preprocessing,
global contrast normalization
Online Access:https://polytechnic-journal.epu.edu.iq/cgi/viewcontent.cgi?article=1849&context=home
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https://polytechnic-journal.epu.edu.iq/cgi/viewcontent.cgi?article=1849&context=home

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