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.

Bibliographic Details
Main Authors:	Kowsar, Ibna, Zaman, Mashﬁq Shahriar, Sakib, Md. Fahmidur Rahman
Other Authors:	Kabir, Md. Hasanul
Format:	Thesis
Language:	English
Published:	Brac University 2021
Subjects:	Facial Expression Deep Learning RAF FER2013 CAMnet Attention
Online Access:	http://hdl.handle.net/10361/15461

Similar Items

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

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

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

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

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

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

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

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

Performance analysis of different machine learning approaches for single modal facial expression detection
by: Zinia, Surovi, et al.
Published: (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
by: Siddique, Labib Ahmed, et al.
Published: (2022)

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

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

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

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

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

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

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

Visual object recognition using deep convolutional neural network
by: Ahmed, Sabbir
Published: (2017)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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