Facial expression recognition: convolutional attentional masking network and ensemble approach

Facial expression recognition: convolutional attentional masking network and ensemble approach

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Kowsar, Ibna, Zaman, Mashﬁq Shahriar, Sakib, Md. Fahmidur Rahman
Awduron Eraill:	Kabir, Md. Hasanul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Facial Expression Deep Learning RAF FER2013 CAMnet Attention
Mynediad Ar-lein:	http://hdl.handle.net/10361/15461

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
gan: Siddique, Labib Ahmed, et al.
Cyhoeddwyd: (2022)

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

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
gan: Ashraf, S.M. Nabil, et al.
Cyhoeddwyd: (2021)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
gan: Shahriar, Hasan, et al.
Cyhoeddwyd: (2022)

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

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
gan: Sagor, Mostofa Kamal, et al.
Cyhoeddwyd: (2021)

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
gan: Sikder, Shihab Uddin, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Application of CNN based architectures in detection of distracted drivers
gan: Arafin, Irfana, et al.
Cyhoeddwyd: (2023)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
gan: Reza, S. M. Mushfiq, et al.
Cyhoeddwyd: (2024)

Damaged road detection using Image Processing and Deep Learning
gan: Swadesh, Shimran Mahbub, et al.
Cyhoeddwyd: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
gan: Hasan, M. M. Kamrul, et al.
Cyhoeddwyd: (2022)

Deep convolutional GAN-based data augmentation for medical image classification
gan: Datta, Joy, et al.
Cyhoeddwyd: (2022)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
gan: Basher, Rafsan, et al.
Cyhoeddwyd: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
gan: Rayhan, Mohammad, et al.
Cyhoeddwyd: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
gan: Islam, Mehafuza, et al.
Cyhoeddwyd: (2023)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

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

Epileptic seizure prediction using bandpass filtering and convolutional neural network
gan: Rahman, Tasnia, et al.
Cyhoeddwyd: (2022)

Sentiment analysis on Bangladesh airlines review data using machine learning
gan: Hasib, Khan Md.
Cyhoeddwyd: (2022)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
gan: Islam, Zahedul, et al.
Cyhoeddwyd: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
gan: Khan, Ibrahim
Cyhoeddwyd: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
gan: Islam, Md. Nazmul, et al.
Cyhoeddwyd: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
gan: Choudhury, Prionto Kumar, et al.
Cyhoeddwyd: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)