Facial emotion recognition using conventional machine learning and deep learning methods: current achievements, analysis and remaining challenges

AR Khan - Information, 2022 - mdpi.com
Facial emotion recognition (FER) is an emerging and significant research area in the pattern
recognition domain. In daily life, the role of non-verbal communication is significant, and in …

Trends and challenges of image analysis in facial emotion recognition: a review

SR Mohanta, K Veer - Network Modeling Analysis in Health Informatics …, 2022 - Springer
In the field of pattern recognition, facial expression recognition (FER) has a significant
influence, and researchers are working hard to develop a better FER system for applications …

[PDF][PDF] Fresh and Rotten Fruits Classification Using CNN and Transfer Learning.

SSS Palakodati, VRR Chirra, D Yakobu… - Rev. d'Intelligence …, 2020 - academia.edu
Accepted: 12 October 2020 Detecting the rotten fruits become significant in the agricultural
industry. Usually, the classification of fresh and rotten fruits is carried by humans is not …

GA-SVM-based facial emotion recognition using facial geometric features

X Liu, X Cheng, K Lee - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
This paper presents a facial emotion recognition technique using two newly defined
geometric features, landmark curvature and vectorized landmark. These features are …

Virtual facial expression recognition using deep CNN with ensemble learning

VRR Chirra, SR Uyyala, VKK Kolli - Journal of Ambient Intelligence and …, 2021 - Springer
In the current era, virtual environments and virtual characters have become popular. In the
near future, recognition of virtual facial expressions plays an important role in virtual …

Machine learning-based student emotion recognition for business English class

Y Cui, S Wang, R Zhao - International Journal of Emerging …, 2021 - learntechlib.org
Traditional English teaching model neglects student emotions, making many tired of
learning. Machine learning supports end-to-end recognition of learning emotions, such that …

[HTML][HTML] Facial expression-based analysis on emotion correlations, hotspots, and potential occurrence of urban crimes

Z Li, T Zhang, X Jing, Y Wang - Alexandria Engineering Journal, 2021 - Elsevier
Thanks to the development of the Internet of things (IoT) and edge computing, the smart
cameras across cities provide a massive amount of image samples with time and location …

[PDF][PDF] Approach to Recognizing of Visualized Human Emotions for Marketing Decision Making Systems.

I Spivak, S Krepych, O Fedorov, S Spivak - COLINS, 2021 - ceur-ws.org
The article proposes an approach to the recognition of visualized human emotions for
marketing decision-making systems. The analysis of previous studies has shown the …

Fine tuning vision transformer model for facial emotion recognition: Performance analysis for human-machine teaming

S Roka, DB Rawat - … on Information Reuse and Integration for …, 2023 - ieeexplore.ieee.org
Facial Emotion Recognition (FER) has become essential in various domains, including
robotic systems, affective computing, emotion-triggered intelligent agents, and human …

Classical fe analysis to classify Parkinson's disease patients

NR Calvo-Ariza, LF Gómez-Gómez… - Electronics, 2022 - mdpi.com
Parkinson's disease (PD) is a neurodegenerative condition that affects the correct
functioning of the motor system in the human body. Patients exhibit a reduced capability to …