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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Murshed, Tahmin Aysha, Dastider, Prantar
Rannpháirtithe:	Chakrabarty, Amitabha
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Facial expression recognition Emotion detection CNN algorithm Machine learning Optical pattern recognition
Rochtain ar líne:	http://hdl.handle.net/10361/14727

Míreanna comhchosúla

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
de réir: Hossain, Arafat, et al.
Foilsithe / Cruthaithe: (2023)

Behavior change analysis due to violent video gaming using deep learning models
de réir: Rahman, Akhlak Ur, et al.
Foilsithe / Cruthaithe: (2024)

Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
de réir: Tasnim, Nishat, et al.
Foilsithe / Cruthaithe: (2019)

An efficient facial expression recognition method using mean And standard deviation
de réir: Laboni, Pragna, et al.
Foilsithe / Cruthaithe: (2017)

Phase Transitions in Machine Learning
de réir: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
Foilsithe / Cruthaithe: (2012)

Real time dynamic facial recognition of subject at motion using angular image
de réir: Tasneem, Sharah, et al.
Foilsithe / Cruthaithe: (2024)

Understanding machine learning : from theory to algorithms /
de réir: Shalev-Shwartz, Shai
Foilsithe / Cruthaithe: (2014)

Human activity recognition and authentication system
de réir: ALam, Md. Zubaer
Foilsithe / Cruthaithe: (2024)

A twin prediction method using facial recognition feature
de réir: Nafees, Masnoon, et al.
Foilsithe / Cruthaithe: (2017)

Scaling Up Machine Learning
de réir: Edited by Ron Bekkerman, Mikhail Bilenko, John Langford
Foilsithe / Cruthaithe: (2012)

Facial recognition using dynamic image processing
de réir: Haque, Md. Asiful, et al.
Foilsithe / Cruthaithe: (2017)

Performance analysis of different machine learning approaches for single modal facial expression detection
de réir: Zinia, Surovi, et al.
Foilsithe / Cruthaithe: (2018)

Prediction of human activity using machine learning
de réir: Tisha, Sadia Nasrin, et al.
Foilsithe / Cruthaithe: (2020)

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
de réir: Nivrito, AKM, et al.
Foilsithe / Cruthaithe: (2016)

Facial expression recognition: convolutional attentional masking network and ensemble approach
de réir: Kowsar, Ibna, et al.
Foilsithe / Cruthaithe: (2021)

Supervising vehicle using pattern recognition
de réir: Lushan, Mihodi Hasan, et al.
Foilsithe / Cruthaithe: (2018)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
de réir: Rukaiya, Maymuna, et al.
Foilsithe / Cruthaithe: (2023)

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

Facial recognition using empirical mode decomposition, Multi-linear principal component analysis and post-processing using expectation maximization algorithm
de réir: Chowdhury, Mabrur Mujib
Foilsithe / Cruthaithe: (2014)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
de réir: Hossain, Prommy Sultana Ferdawoos, et al.
Foilsithe / Cruthaithe: (2018)

A deep learning approach to integrate human-level understanding in a Chatbot
de réir: Al Mamun, Amirul Islam, et al.
Foilsithe / Cruthaithe: (2021)

Automatic attendance system using facial recognition
de réir: Sikdar, Tushar, et al.
Foilsithe / Cruthaithe: (2022)

Use of gestures and facial expression in language acquisition
de réir: Fyrooz Binte Mohsin
Foilsithe / Cruthaithe: (2016)

RED-LSTM: Real time emotion detection using LSTM
de réir: Labiba, Mansura Rahman, et al.
Foilsithe / Cruthaithe: (2023)

Human Activity Recognition using wearable body sensor by machine learning approach
de réir: Promi, Sadia Tangim, et al.
Foilsithe / Cruthaithe: (2020)

Emotion detection from frontal facial image
de réir: Hussain, Sakib
Foilsithe / Cruthaithe: (2014)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
de réir: Hossain, Prommy Sultana
Foilsithe / Cruthaithe: (2022)

Comparative analysis of emotion recognition methods
de réir: Zaman, Mustafa, et al.
Foilsithe / Cruthaithe: (2010)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
de réir: Rafidul Islam, Sheikh Md, et al.
Foilsithe / Cruthaithe: (2022)

Emotion recognition using EEG signal and deep learning approach
de réir: Islam, Sayedi Hassan Bin, et al.
Foilsithe / Cruthaithe: (2019)

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

Recognising license plate from image data using deep learning
de réir: Golder, Rupam, et al.
Foilsithe / Cruthaithe: (2023)

Pattern recognition and machine learning /
de réir: Bishop, Christopher M.
Foilsithe / Cruthaithe: (2006)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
de réir: Abir, Tawhidur Rahman, et al.
Foilsithe / Cruthaithe: (2019)

Image recognition by deep learning
de réir: Mohiuddin, Karishma, et al.
Foilsithe / Cruthaithe: (2018)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
de réir: Ahmed, Hasibul Hasan, et al.
Foilsithe / Cruthaithe: (2024)

Voice recognition using machine learning and central database to enhance security system
de réir: Nur, Mir Md. Taosif, et al.
Foilsithe / Cruthaithe: (2022)

Verifying online signatures through an iterative device independent model
de réir: Tahsin, Samiha, et al.
Foilsithe / Cruthaithe: (2024)

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

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