Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Dades bibliogràfiques
Autors principals:	Hossain, Arafat, Chakraborty, Akash, Syara, Syeda Rifa, Rahman, Saadman, Tanmoy, Fahad Muntasir
Altres autors:	Rahman, Tanvir
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2023
Matèries:	Machine learning CNN Convolutional neural network Eye tracking FER Facial expression recognition Human-computer interaction Pattern recognition systems
Accés en línia:	http://hdl.handle.net/10361/21792

Ítems similars

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

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

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

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

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

Study on human emotion based on facial expressions through human machine communication
per: Murshed, Tahmin Aysha, et al.
Publicat: (2021)

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

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

Eagle i-Bot: an eye-controlled system
per: Md Khalilur, Rhaman, et al.
Publicat: (2016)

Human activity recognition and authentication system
per: ALam, Md. Zubaer
Publicat: (2024)

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

Online engage-measurement in tutoring session
per: Siddique, Saadman Omar, et al.
Publicat: (2024)

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

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

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

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

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
per: Rashid, Warida, et al.
Publicat: (2018)

A new pattern recognition method for abnormal event detection in crowded scenarios
per: Mostafa, Tahjid Ashfaque
Publicat: (2017)

Audio recognition using feed forward neural network optimized by principle component analysis
per: Momo, Nusrat Suzana, et al.
Publicat: (2017)

Visual speech recognition using artificial neural networking
per: Sharmili, Nowshin, et al.
Publicat: (2018)

Minimally segmenting performance Bangla optical character recognition using Kohonen network
per: Shatil, Adnan Mohammad Shoeb, et al.
Publicat: (2010)

Image recognition by deep learning
per: Mohiuddin, Karishma, et al.
Publicat: (2018)

Intelligent Character Recognition system for visually impaired people
per: Alam, Md. Sabbir, et al.
Publicat: (2018)

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

Emotion detection from frontal facial image
per: Hussain, Sakib
Publicat: (2014)

To prepare an initial framework of Employee Recognition Program for Siam City Cement (Bangladesh) Limited.
per: Adneen, Maria
Publicat: (2022)

Traffic sign recognition using deep learning
per: Amir, Afia Binte, et al.
Publicat: (2020)

Face recognition based home security system
per: Sakib, Sadman, et al.
Publicat: (2021)

Statistical methods for speech recognition /
per: Jelinek, Frederick, 1932-
Publicat: (1997)

Statistical methods for speech recognition /
per: Jelinek, Frederick, 1932-
Publicat: (1997)

Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition /
per: Jurafsky, Dan, 1962-
Publicat: (2000)

Obscure face recognition using deep neural networks
per: Akash, MD Shahadat Hossain, et al.
Publicat: (2023)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
per: Aishi, Tanusree Das, et al.
Publicat: (2024)

The role of primary and secondary packaging on the antibacterial activity of sunlight exposed synthetic and herbal eye drops
per: Lamisha, Fariha Zerin
Publicat: (2018)

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

Fake news pattern recognition using linguistic analysis
per: Dey, Amitabha, et al.
Publicat: (2018)

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

Acoustic analysis of Bangla consonants
per: Alam, Firoj, et al.
Publicat: (2010)

Acoutstic analysis of Bangla consonants
per: Alam, Firoj, et al.
Publicat: (2010)

Isolated bangla handwritten character & digit recognition using convolutional neural network
per: Alif, Mujadded Al Rabbani, et al.
Publicat: (2018)