The Implementation of Transfer Learning by Convolution Neural Network (CNN) for Recognizing Facial Emotions

QR Code

The Implementation of Transfer Learning by Convolution Neural Network (CNN) for Recognizing Facial Emotions

The primary objective of this study is to develop a real-time system that can predict the emotional states of an individual who commonly undergoes various experiences. The primary methodology suggested in this research for detecting facial expressions involves the integration of transfer...

Full description

Bibliographic Details
Main Authors:	Munanday, Anbananthan Pillai, Norazlianie, Sazali, Asogan, Arjun, Ramasamy, Devarajan, Ahmad Shahir, Jamaludin
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2023
Subjects:	QA76 Computer software TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/38655/ http://umpir.ump.edu.my/id/eprint/38655/1/The%20Implementation%20of%20Transfer%20Learning%20by%20Convolution%20Neural%20Network%20%28CNN%29%20for%20Recognizing%20Facial%20Emotions.pdf

Similar Items

Analysis of convolutional neural networks for facial expression recognition on GPU, TPU and CPU
by: Anbananthan Pillai, Munanday, et al.
Published: (2023)

Facial recognition for human disposition identification
by: Munanday, Anbananthan Pillai, et al.
Published: (2022)

Facial recognition for human disposition identification
by: Anbananthan Pillai, Munanday
Published: (2022)

Modified ghee/clarified butter composition for food technology
by: Norazlianie, Sazali, et al.
Published: (2021)

Revolutionizing ghee production through Moringa Oleifera SP. flavor infusion (ID110)
by: Asogan, Arjun, et al.
Published: (2024)

Zebrafish larvae locomotor activity detection using Convolutional NeuraL Network (CNN)
by: Wan Nur Azhani, Wan Samsudin, et al.
Published: (2022)

Analysis of Correlation of Induced Frequency and Cream Skimming Efficiency through Ultrasonic Technology
by: Arjun, Asogan, et al.
Published: (2023)

Universiti malaysia pahang autonomous shuttle Development : Lane classiﬁcation analysis using convolutional neural network (CNN)
by: Yee, Lee Yin, et al.
Published: (2022)

Universiti Malaysia Pahang autonomous shuttle development : Lane classification analysis using Convolutional Neural Network (CNN)
by: Yee, Lee Yin, et al.
Published: (2022)

A model of web page classification using convolutional neural network (CNN): a tool to prevent internet addiction
by: Siti Hawa, Apandi, et al.
Published: (2022)

White blood cell recognition for biomarker model using improved convolutional neural network (CNN)
by: Mohd Safuan, Syadia Nabilah
Published: (2022)

Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
by: Shafie, Amir Akramin, et al.
Published: (2011)

Application of a convolutional neural network (CNN) for droplet detection in an aeroengine bearing chamber
by: Farbrother, Katrina
Published: (2023)

Seven- to 11-year-olds’ developing ability to recognize natural facial expressions of basic emotions
by: Lang, Kathleen, et al.
Published: (2017)

Face detection based on Haar cascade and Convolution Neural Network (CNN)
by: Mohd Ariffin, Noor Afiza, et al.
Published: (2025)

Recognizing facial emotion in real-time using MuWNet a novel deep learning network
by: Mustafa Mohammed Kataa,, et al.
Published: (2024)

Web page classification using convolutional neural network (CNN) towards eliminating internet addiction
by: Siti Hawa, Apandi, et al.
Published: (2021)

An Evaluation of Convolutional Neural Network (CNN) Model for Copy-Move and Splicing Forgery Detection
by: Muniappan, Thiiban, et al.
Published: (2023)

An Evaluation of Convolutional Neural Network (CNN) Model for Copy-Move and Splicing Forgery Detection
by: Thiiban Muniappan, Thiiban Muniappan, et al.
Published: (2023)

Implementation of artiﬁcial neural network to recognize numbers from voice
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)

Implementation of artificial neural network to recognize numbers from voice
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)

Use Word Cloud Image Of Web Page Text Content On Convolutional Neural Network (CNN) For Classification Of Web Pages
by: Siti Hawa, Apandi, et al.
Published: (2024)

HARC-New Hybrid Method with Hierarchical Attention Based Bidirectional Recurrent Neural Network with Dilated Convolutional Neural Network to Recognize Multilabel Emotions from Text
by: Islam, Md Shofiqul, et al.
Published: (2021)

Super-low resolution face recognition using integrated Efficient Sub-Pixel Convolutional Neural Network (ESPCN) and Convolutional Neural Network (CNN)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)

Review of CNN in aerial image processing
by: Liu, Xinni, et al.
Published: (2023)

A comprehensive review on tribological behaviour of hybrid Nanocellulose-CuO as nanolubricant for piston ring cylinder liner application
by: Sakinah, Muhamad Hisham, et al.
Published: (2024)

A Convolutional Neural Network (CNN) Classification Model for Web Page: A Tool for Improving Web Page Category Detection Accuracy
by: Siti Hawa, Apandi, et al.
Published: (2023)

Facial Recognition Using Convolutional Neural Network Using Real-Time Data
by: Bharath, Kumara J, et al.
Published: (2024)

Variants of convolutional neural networks for classification of multichannel EEG signals: A study based on influence of music and emotion on human brain
by: Cheah, Kit Hwa
Published: (2021)

Micro-seismic event detection and location in underground mines by using Convolutional Neural Networks (CNN) and deep learning
by: Huang, L., et al.
Published: (2018)

Detection of pulmonary tuberculosis manifestation in chest x-rays using different Convolutional Neural Network (CNN) models
by: Meraj, Syeda Shaizadi, et al.
Published: (2019)

IOT-Based Energy Monitoring System for Energy Conservation
by: Siti Aisyah, Mohd, et al.
Published: (2023)

A Comprehensive Review on Tribological Behaviourof Hybrid Nanocellulose-CuO as Nanolubricantfor Piston Ring Cylinder Liner Application
by: Sakinah, Muhamad Hisham, et al.
Published: (2024)

A major review on tribology-based materials
by: Norazlianie, Sazali, et al.
Published: (2020)

Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019)

Recognizing foreign Object Debris (FOD): False alarm reduction implementation
by: Khan, Talha Ahmed, et al.
Published: (2018)

Review of deep convolution neural network in image classification
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)

Bangla handwritten numeral recognition using convolutional neural network
by: Akhand, M. A. H, et al.
Published: (2015)

Bangla handwritten character recognition using convolutional neural network
by: Rahman, Md. Mahbubar, et al.
Published: (2015)

Improving Convolutional Neural Network (CNN) architecture (miniVGGNet) with batch normalization and learning rate decay factor for image classification
by: Ismail, Asmida, et al.
Published: (2019)