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.

Dettagli Bibliografici
Autori principali:	Murshed, Tahmin Aysha, Dastider, Prantar
Altri autori:	Chakrabarty, Amitabha
Natura:	Tesi
Lingua:	English
Pubblicazione:	Brac University 2021
Soggetti:	Facial expression recognition Emotion detection CNN algorithm Machine learning Optical pattern recognition
Accesso online:	http://hdl.handle.net/10361/14727

Documenti analoghi

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

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

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

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

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

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

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

Human activity recognition and authentication system
di: ALam, Md. Zubaer
Pubblicazione: (2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Emotion detection from frontal facial image
di: Hussain, Sakib
Pubblicazione: (2014)

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

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

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

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

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

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

Pattern recognition and machine learning /
di: Bishop, Christopher M.
Pubblicazione: (2006)

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

Image recognition by deep learning
di: Mohiuddin, Karishma, et al.
Pubblicazione: (2018)

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

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

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

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

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