Study on human emotion based on facial expressions through human machine communication

Study on human emotion based on facial expressions through human machine communication

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Murshed, Tahmin Aysha, Dastider, Prantar
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Facial expression recognition Emotion detection CNN algorithm Machine learning Optical pattern recognition
Mynediad Ar-lein:	http://hdl.handle.net/10361/14727

Eitemau Tebyg

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
gan: Hossain, Arafat, et al.
Cyhoeddwyd: (2023)

Behavior change analysis due to violent video gaming using deep learning models
gan: Rahman, Akhlak Ur, et al.
Cyhoeddwyd: (2024)

Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
gan: Tasnim, Nishat, et al.
Cyhoeddwyd: (2019)

An efficient facial expression recognition method using mean And standard deviation
gan: Laboni, Pragna, et al.
Cyhoeddwyd: (2017)

Phase Transitions in Machine Learning
gan: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
Cyhoeddwyd: (2012)

Real time dynamic facial recognition of subject at motion using angular image
gan: Tasneem, Sharah, et al.
Cyhoeddwyd: (2024)

Understanding machine learning : from theory to algorithms /
gan: Shalev-Shwartz, Shai
Cyhoeddwyd: (2014)

Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)

A twin prediction method using facial recognition feature
gan: Nafees, Masnoon, et al.
Cyhoeddwyd: (2017)

Scaling Up Machine Learning
gan: Edited by Ron Bekkerman, Mikhail Bilenko, John Langford
Cyhoeddwyd: (2012)

Facial recognition using dynamic image processing
gan: Haque, Md. Asiful, et al.
Cyhoeddwyd: (2017)

Performance analysis of different machine learning approaches for single modal facial expression detection
gan: Zinia, Surovi, et al.
Cyhoeddwyd: (2018)

Prediction of human activity using machine learning
gan: Tisha, Sadia Nasrin, et al.
Cyhoeddwyd: (2020)

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
gan: Nivrito, AKM, et al.
Cyhoeddwyd: (2016)

Facial expression recognition: convolutional attentional masking network and ensemble approach
gan: Kowsar, Ibna, et al.
Cyhoeddwyd: (2021)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
gan: Rukaiya, Maymuna, et al.
Cyhoeddwyd: (2023)

MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network
gan: Araf, Tashreef Abdullah
Cyhoeddwyd: (2024)

Facial recognition using empirical mode decomposition, Multi-linear principal component analysis and post-processing using expectation maximization algorithm
gan: Chowdhury, Mabrur Mujib
Cyhoeddwyd: (2014)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
gan: Hossain, Prommy Sultana Ferdawoos, et al.
Cyhoeddwyd: (2018)

A deep learning approach to integrate human-level understanding in a Chatbot
gan: Al Mamun, Amirul Islam, et al.
Cyhoeddwyd: (2021)

Automatic attendance system using facial recognition
gan: Sikdar, Tushar, et al.
Cyhoeddwyd: (2022)

Use of gestures and facial expression in language acquisition
gan: Fyrooz Binte Mohsin
Cyhoeddwyd: (2016)

RED-LSTM: Real time emotion detection using LSTM
gan: Labiba, Mansura Rahman, et al.
Cyhoeddwyd: (2023)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Emotion detection from frontal facial image
gan: Hussain, Sakib
Cyhoeddwyd: (2014)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
gan: Hossain, Prommy Sultana
Cyhoeddwyd: (2022)

Comparative analysis of emotion recognition methods
gan: Zaman, Mustafa, et al.
Cyhoeddwyd: (2010)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
gan: Rafidul Islam, Sheikh Md, et al.
Cyhoeddwyd: (2022)

Emotion recognition using EEG signal and deep learning approach
gan: Islam, Sayedi Hassan Bin, et al.
Cyhoeddwyd: (2019)

A hybrid approach to determine patients critical situation using expression & posture with convolutional neural network & Blazepose algorithm
gan: Islam, Abrar, et al.
Cyhoeddwyd: (2024)

Recognising license plate from image data using deep learning
gan: Golder, Rupam, et al.
Cyhoeddwyd: (2023)

Pattern recognition and machine learning /
gan: Bishop, Christopher M.
Cyhoeddwyd: (2006)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
gan: Abir, Tawhidur Rahman, et al.
Cyhoeddwyd: (2019)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
gan: Ahmed, Hasibul Hasan, et al.
Cyhoeddwyd: (2024)

Voice recognition using machine learning and central database to enhance security system
gan: Nur, Mir Md. Taosif, et al.
Cyhoeddwyd: (2022)

Verifying online signatures through an iterative device independent model
gan: Tahsin, Samiha, et al.
Cyhoeddwyd: (2024)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
gan: Joy, Tanvir Ahmed, et al.
Cyhoeddwyd: (2021)

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
gan: Hassan, Ibne, et al.
Cyhoeddwyd: (2023)