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.

Bibliografische gegevens
Hoofdauteurs:	Kowsar, Ibna, Zaman, Mashﬁq Shahriar, Sakib, Md. Fahmidur Rahman
Andere auteurs:	Kabir, Md. Hasanul
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2021
Onderwerpen:	Facial Expression Deep Learning RAF FER2013 CAMnet Attention
Online toegang:	http://hdl.handle.net/10361/15461

Gelijkaardige items

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

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

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

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

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

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

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

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

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

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

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

Corn leaf disease detection using deep convolution neural network
door: Rabbi, Rawhatur, et al.
Gepubliceerd in: (2023)

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

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

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

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

Visual object recognition using deep convolutional neural network
door: Ahmed, Sabbir
Gepubliceerd in: (2017)

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

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

An efficient deep learning approach to detect skin Cancer
door: Islam, Ashfaqul, et al.
Gepubliceerd in: (2022)

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

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

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

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

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

Predicting crime using deep learning
door: Shihab, Muhammad Nafees, et al.
Gepubliceerd in: (2024)

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

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

Deep learning : foundations and concepts /
door: Bishop, Christopher M.
Gepubliceerd in: (2024)

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

Detection of handwritten text using convolutional neural network
door: Jasim, Rabib Bin, et al.
Gepubliceerd in: (2024)

Traffic sign recognition using deep learning
door: Amir, Afia Binte, et al.
Gepubliceerd in: (2020)

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

Sentiment analysis on Bangladesh airlines review data using machine learning
door: Hasib, Khan Md.
Gepubliceerd in: (2022)

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

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

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

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

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