MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network

MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Bibliografiske detaljer
Hovedforfatter:	Araf, Tashreef Abdullah
Andre forfattere:	Alam, Golam Rabiul
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2024
Fag:	VisageEmotioNet Facial expression Micro-facial expression Pixel binning Neural networks (Computer science)
Online adgang:	http://hdl.handle.net/10361/23081

Lignende værker

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Customer satisfaction to Expressions Limited
af: Mahmud, Md. Riaz
Udgivet: (2020)

Editing: my internship experience at The Financial Express
af: Rahman, Banojir
Udgivet: (2017)

Design and prototypical implementation of a mobile healthcare application : health express
af: Shawkat, Shahan, et al.
Udgivet: (2016)

To control site-specific skin gene expression, autocrine mimics paracrine canonical Wnt signaling and Is activated ectopically in skin disease
af: Kim, Dongwon, et al.
Udgivet: (2016)

A study of glioblastoma gene profile
af: Nabila, Nusrat Jahan
Udgivet: (2024)

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

Microsoft Expression Web 4 step by step /
af: Leeds, Chris
Udgivet: (2011)

Effectiveness of employee engagement for DHL Worldwide Express Bangladesh Pvt. Ltd.
af: Preema, Tahseen Labeeba
Udgivet: (2019)

Overall human resource policies & practices Mettro Express
af: Mahmud, Ashfaque
Udgivet: (2021)

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

Employees’ satisfaction with HR hiring and selection policy of DHL worldwide express (BD) Pvt. Ltd.
af: Rozario, Paola Agnes
Udgivet: (2017)

Report on internship experience at the social communication department of Expressions Ltd.
af: Chowdhury, Peyal
Udgivet: (2024)

Digital marketing activities of Nordic Express Limited
af: Amin, Ashiqur
Udgivet: (2019)

Understanding the perceptions and practices of private school teachers in the integration of empathy in classrooms
af: Salauddin, Mehtaz Islam
Udgivet: (2021)

Impact of distribution of capital logistics and c-express ltd on logistics and local courier business
af: Karim, Md. Ahmedul
Udgivet: (2021)

Bioinformatics analyses of key regulators of NF-κB pathway in relation with small cell lung carcinoma
af: Zangmo, Thinley
Udgivet: (2024)

Human activity recognition and authentication system
af: ALam, Md. Zubaer
Udgivet: (2024)

Where the millennials will take us : a new generation wrestles with the gender structure /
af: Risman, Barbara J., 1956-
Udgivet: (2018)

Targeting DHFR in breast cancer: exploring expression patterns and identifying potential inhibitors through docking studies
af: Araf, Faiaz Fahim
Udgivet: (2024)

A study of Osteosarcoma gene profile
af: Arka, Sadib Md.
Udgivet: (2022)

Parcel delivery - opportunities & challenges for Capital Logistics & C-Express Ltd.
af: Ornob, Md. Monzurul Huq.
Udgivet: (2019)

Gene expression analysis using machine learning
af: Mostafa, Naﬁs
Udgivet: (2021)

Effectiveness of C-express Ltd. delivery system and customer satisfaction
af: Mitra, Tonoy
Udgivet: (2021)

Role of epigenetics in the development of metabolic disorders: a review
af: Mita, Tanzia Mohsin
Udgivet: (2024)

A review on regulation of autophagy by microRNA in human breast cancer
af: Ritu, Fariha Akhter
Udgivet: (2024)