Obscure face recognition using deep neural networks

Obscure face recognition using deep neural networks

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

Manylion Llyfryddiaeth
Prif Awduron:	Akash, MD Shahadat Hossain, Sharife, Shadman Bin, Datta, Bondon
Awduron Eraill:	Huq, Aminul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Facial recognition Face detection Convolution Neural Networks Deep Neural Network InceptionResNetV1 ArcFace loss function SE-ResNeXt-101 Triplet loss function Facial expression. Artificial intelligence Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/21936

Eitemau Tebyg

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

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
gan: Mubin, Kazi Ehsanul, et al.
Cyhoeddwyd: (2022)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
gan: Reza, Jamil Ur, et al.
Cyhoeddwyd: (2023)

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

One voice is all you need: a one-shot approach to recognize you
gan: Dipto, Shahriar Rumi, et al.
Cyhoeddwyd: (2022)

Masked face identification using face recognition
gan: Hossen, Tareq, et al.
Cyhoeddwyd: (2024)

Analysis on face recognition based on five different viewpoint of face images using MTCNN and FaceNet
gan: Al-imran, et al.
Cyhoeddwyd: (2019)

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

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
gan: Rahman, Afridi Ibn, et al.
Cyhoeddwyd: (2022)

Brain tumor segmentation from MRI images using convolutional neural networks
gan: Khan, Mushfiqur Rahman
Cyhoeddwyd: (2024)

Covid-19 infected lung detection using machine learning
gan: Islam, Md. Muntaha, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)

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

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
gan: Akhter, Nasrin
Cyhoeddwyd: (2023)

Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

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

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

Approaching transfer learning to identify correctly worn facial masks
gan: Sadid, Tausif, et al.
Cyhoeddwyd: (2021)

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

Classification of different magnetic structures from image data using deep neural networks
gan: Ibn Hasib, Fahad, et al.
Cyhoeddwyd: (2023)

Early detection of cervical cancer using deep neural networks
gan: Akhund, Atoshi, et al.
Cyhoeddwyd: (2023)

An Efficient deep learning approach to detect Brain Tumor using MRI images
gan: Islam, Annur Tasnim, et al.
Cyhoeddwyd: (2022)

Bone age comparison using convolutional neural network
gan: Nawaz, Fariha, et al.
Cyhoeddwyd: (2019)

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

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

An Analysis on Bengali handwritten conjunct character recognition and prediction
gan: Munawar, Maazin, et al.
Cyhoeddwyd: (2021)

Skin cancer classification for seven types of skin lesions
gan: Rahman, Md. Tawsifur, et al.
Cyhoeddwyd: (2024)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
gan: Haque, Abid Hossain, et al.
Cyhoeddwyd: (2024)

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

Online language teaching and learning: present condition and future prospects in Bangladeshi primary education system
gan: Sarkar, Likhan
Cyhoeddwyd: (2017)

A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
gan: Khan, Mohammad Meraj
Cyhoeddwyd: (2022)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Speech command classification based on deep neural networks
gan: Hossain, Md. Sakib, et al.
Cyhoeddwyd: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
gan: Moon, Nowrin Tasnim, et al.
Cyhoeddwyd: (2023)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
gan: Awwal, Alvina, et al.
Cyhoeddwyd: (2021)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
gan: Shahriar, Farhan, et al.
Cyhoeddwyd: (2021)

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

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
gan: Athina, Fahima Hasan, et al.
Cyhoeddwyd: (2022)

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