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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoir:	Araf, Tashreef Abdullah
Rannpháirtithe:	Alam, Golam Rabiul
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	VisageEmotioNet Facial expression Micro-facial expression Pixel binning Neural networks (Computer science)
Rochtain ar líne:	http://hdl.handle.net/10361/23081

Míreanna comhchosúla

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
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Foilsithe / Cruthaithe: (2016)

An efficient facial expression recognition method using mean And standard deviation
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Foilsithe / Cruthaithe: (2017)

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

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

Study on human emotion based on facial expressions through human machine communication
de réir: Murshed, Tahmin Aysha, et al.
Foilsithe / Cruthaithe: (2021)

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

A twin prediction method using facial recognition feature
de réir: Nafees, Masnoon, et al.
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Facial recognition using dynamic image processing
de réir: Haque, Md. Asiful, et al.
Foilsithe / Cruthaithe: (2017)

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

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)

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

Obscure face recognition using deep neural networks
de réir: Akash, MD Shahadat Hossain, et al.
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Behavior change analysis due to violent video gaming using deep learning models
de réir: Rahman, Akhlak Ur, et al.
Foilsithe / Cruthaithe: (2024)

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

Customer satisfaction to Expressions Limited
de réir: Mahmud, Md. Riaz
Foilsithe / Cruthaithe: (2020)

Editing: my internship experience at The Financial Express
de réir: Rahman, Banojir
Foilsithe / Cruthaithe: (2017)

Design and prototypical implementation of a mobile healthcare application : health express
de réir: Shawkat, Shahan, et al.
Foilsithe / Cruthaithe: (2016)

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

A study of glioblastoma gene profile
de réir: Nabila, Nusrat Jahan
Foilsithe / Cruthaithe: (2024)

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

Microsoft Expression Web 4 step by step /
de réir: Leeds, Chris
Foilsithe / Cruthaithe: (2011)

Effectiveness of employee engagement for DHL Worldwide Express Bangladesh Pvt. Ltd.
de réir: Preema, Tahseen Labeeba
Foilsithe / Cruthaithe: (2019)

Overall human resource policies & practices Mettro Express
de réir: Mahmud, Ashfaque
Foilsithe / Cruthaithe: (2021)

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)

Employees’ satisfaction with HR hiring and selection policy of DHL worldwide express (BD) Pvt. Ltd.
de réir: Rozario, Paola Agnes
Foilsithe / Cruthaithe: (2017)

Report on internship experience at the social communication department of Expressions Ltd.
de réir: Chowdhury, Peyal
Foilsithe / Cruthaithe: (2024)

Digital marketing activities of Nordic Express Limited
de réir: Amin, Ashiqur
Foilsithe / Cruthaithe: (2019)

Understanding the perceptions and practices of private school teachers in the integration of empathy in classrooms
de réir: Salauddin, Mehtaz Islam
Foilsithe / Cruthaithe: (2021)

Impact of distribution of capital logistics and c-express ltd on logistics and local courier business
de réir: Karim, Md. Ahmedul
Foilsithe / Cruthaithe: (2021)

Bioinformatics analyses of key regulators of NF-κB pathway in relation with small cell lung carcinoma
de réir: Zangmo, Thinley
Foilsithe / Cruthaithe: (2024)

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

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

Targeting DHFR in breast cancer: exploring expression patterns and identifying potential inhibitors through docking studies
de réir: Araf, Faiaz Fahim
Foilsithe / Cruthaithe: (2024)

A study of Osteosarcoma gene profile
de réir: Arka, Sadib Md.
Foilsithe / Cruthaithe: (2022)

Parcel delivery - opportunities & challenges for Capital Logistics & C-Express Ltd.
de réir: Ornob, Md. Monzurul Huq.
Foilsithe / Cruthaithe: (2019)

Gene expression analysis using machine learning
de réir: Mostafa, Naﬁs
Foilsithe / Cruthaithe: (2021)

Effectiveness of C-express Ltd. delivery system and customer satisfaction
de réir: Mitra, Tonoy
Foilsithe / Cruthaithe: (2021)

Role of epigenetics in the development of metabolic disorders: a review
de réir: Mita, Tanzia Mohsin
Foilsithe / Cruthaithe: (2024)

A review on regulation of autophagy by microRNA in human breast cancer
de réir: Ritu, Fariha Akhter
Foilsithe / Cruthaithe: (2024)