Automated Facial Emotion Recognition Using the Pelican Optimization Algorithm with a Deep Convolutional Neural Network

M Alonazi, HJ Alshahrani, FA Alotaibi, M Maray… - Electronics, 2023 - mdpi.com
Facial emotion recognition (FER) stands as a pivotal artificial intelligence (AI)-driven
technology that exploits the capabilities of computer-vision techniques for decoding and …

[PDF][PDF] Human emotion recognize using convolutional neural network (CNN) and Mel frequency cepstral coefficient (MFCC)

J Mannar Mannan, L Srinivasan… - Seybold Report …, 2023 - seyboldpublications.com
Develo** an application for definitive human emotion state recognition is yet to optimize to
resolve problems in mental health diagnosis. Facial expression together with voice …

Research on Image Classification and Retrieval Using Deep Learning with Attention Mechanism on Diaspora Chinese Architectural Heritage in Jiangmen, China

L Gao, Y Wu, T Yang, X Zhang, Z Zeng, CKD Chan… - Buildings, 2023 - mdpi.com
The study of the architectural heritage of the Chinese diaspora has an important role and
significance in China's historical and cultural background in the preservation of cultural data …

Comprehensive Review and Analysis on Facial Emotion Recognition: Performance Insights into Deep and Traditional Learning with Current Updates and Challenges.

A Rehman, M Mujahid, A Elyassih… - Computers …, 2025 - search.ebscohost.com
In computer vision and artificial intelligence, automatic facial expression-based emotion
identification of humans has become a popular research and industry problem. Recent …

Can artificial intelligence understand our emotions? Deep learning applications with face recognition

M Telceken, D Akgun, S Kacar, K YESİN, M Yıldız - Current Psychology, 2025 - Springer
Objective The aim of this study is to evaluate the ability to detect emotions from human facial
expressions via facial recognition technologies and analyze the effectiveness of deep …

Recognition of facial emotion based on SOAR model

M Ramzani Shahrestani, S Motamed… - Frontiers in …, 2024 - frontiersin.org
Introduction Expressing emotions play a special role in daily communication, and one of the
most essential methods in detecting emotions is to detect facial emotional states. Therefore …

[HTML][HTML] Emotion-net: Automatic emotion recognition system using optimal feature selection-based hidden markov CNN model

BH Krishna, JSR Victor, GS Rao, CRK Babu… - Ain Shams Engineering …, 2024 - Elsevier
Emotion recognition plays a crucial role in understanding human behaviour and improving
human–computer interaction. However, the conventional methods were failed to detect the …

[PDF][PDF] Facial Expressions Decoded: A Survey of Facial Emotion Recognition

A Almasoudi, S Baowidan, S Sarhan - Int. J. Comput. Appl, 2023 - researchgate.net
Facial emotion recognition is a process that involves detecting and interpreting emotions
from facial expressions. This field draws from a range of disciplines, including computer …

Recognizing Emotions from Physiological Data in a Eeg Signals Using a Novel Deep Learning Technique

R Nandakumar, S Deivanayagi, SPA Kirubha… - Circuits, Systems, and …, 2025 - Springer
Emotions have a significant effect on daily living and they are linked to physical as well as
mental wellness. People use words, noises, body language and facial expressions to …

Faster Region Convolutional Neural Network (FRCNN) Based Facial Emotion Recognition.

J Sheril Angel, A Diana Andrushia… - Computers …, 2024 - search.ebscohost.com
Facial emotion recognition (FER) has become a focal point of research due to its
widespread applications, ranging from human-computer interaction to affective computing …