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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Kowsar, Ibna, Zaman, Mashﬁq Shahriar, Sakib, Md. Fahmidur Rahman
Rannpháirtithe:	Kabir, Md. Hasanul
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Facial Expression Deep Learning RAF FER2013 CAMnet Attention
Rochtain ar líne:	http://hdl.handle.net/10361/15461

Míreanna comhchosúla

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

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

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

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

An efficient facial expression recognition method using mean And standard deviation
de réir: Laboni, Pragna, et al.
Foilsithe / Cruthaithe: (2017)

Behavior change analysis due to violent video gaming using deep learning models
de réir: Rahman, Akhlak Ur, et al.
Foilsithe / Cruthaithe: (2024)

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
de réir: Nivrito, AKM, et al.
Foilsithe / Cruthaithe: (2016)

Performance analysis of different machine learning approaches for single modal facial expression detection
de réir: Zinia, Surovi, et al.
Foilsithe / Cruthaithe: (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
de réir: Siddique, Labib Ahmed, et al.
Foilsithe / Cruthaithe: (2022)

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

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
de réir: Ashraf, S.M. Nabil, et al.
Foilsithe / Cruthaithe: (2021)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
de réir: Shahriar, Hasan, et al.
Foilsithe / Cruthaithe: (2022)

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)

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

A modern technique to detect potholes by Computer Vision and Deep Learning
de réir: Saif, Muntasir Mahmud, et al.
Foilsithe / Cruthaithe: (2023)

Visual object recognition using deep convolutional neural network
de réir: Ahmed, Sabbir
Foilsithe / Cruthaithe: (2017)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
de réir: Sikder, Shihab Uddin, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Application of CNN based architectures in detection of distracted drivers
de réir: Arafin, Irfana, et al.
Foilsithe / Cruthaithe: (2023)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
de réir: Reza, S. M. Mushfiq, et al.
Foilsithe / Cruthaithe: (2024)

Damaged road detection using Image Processing and Deep Learning
de réir: Swadesh, Shimran Mahbub, et al.
Foilsithe / Cruthaithe: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
de réir: Hasan, M. M. Kamrul, et al.
Foilsithe / Cruthaithe: (2022)

Deep convolutional GAN-based data augmentation for medical image classification
de réir: Datta, Joy, et al.
Foilsithe / Cruthaithe: (2022)

Predicting crime using deep learning
de réir: Shihab, Muhammad Nafees, et al.
Foilsithe / Cruthaithe: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
de réir: Basher, Rafsan, et al.
Foilsithe / Cruthaithe: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
de réir: Rayhan, Mohammad, et al.
Foilsithe / Cruthaithe: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
de réir: Islam, Mehafuza, et al.
Foilsithe / Cruthaithe: (2023)

Detection of handwritten text using convolutional neural network
de réir: Jasim, Rabib Bin, et al.
Foilsithe / Cruthaithe: (2024)

Traffic sign recognition using deep learning
de réir: Amir, Afia Binte, et al.
Foilsithe / Cruthaithe: (2020)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
de réir: Rahman, Tasnia, et al.
Foilsithe / Cruthaithe: (2022)

Sentiment analysis on Bangladesh airlines review data using machine learning
de réir: Hasib, Khan Md.
Foilsithe / Cruthaithe: (2022)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
de réir: Islam, Zahedul, et al.
Foilsithe / Cruthaithe: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
de réir: Khan, Ibrahim
Foilsithe / Cruthaithe: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
de réir: Islam, Md. Nazmul, et al.
Foilsithe / Cruthaithe: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
de réir: Sakir, Adnan, et al.
Foilsithe / Cruthaithe: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
de réir: Choudhury, Prionto Kumar, et al.
Foilsithe / Cruthaithe: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
Foilsithe / Cruthaithe: (2024)