Computer vision-based Bengali sign language to text generation

Computer vision-based Bengali sign language to text generation

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Tazalli, Tonjih, Liya, Sumaya Sadbeen, Aunshu, Zarin Anan, Hossain, Magfirah, Mehjabeen, Zareen
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Bangla sign language Convolutional neural network (CNN) Video classification PyTorch YOLOv5 Image processing Neural networks (Computer science) Image processing > Digital techniques.
Mynediad Ar-lein:	http://hdl.handle.net/10361/16941

Eitemau Tebyg

A smart avatar tutor for mimicking characters of Bangla sign language
gan: Islam, Apu, et al.
Cyhoeddwyd: (2024)

Gesture based implementation on neural network: Bengali sign language to text conversion
gan: Hasan, S.M. Farzana, et al.
Cyhoeddwyd: (2018)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
gan: Rahman, Aryan, et al.
Cyhoeddwyd: (2023)

Bangla sign language interpretation using image processing
gan: Arko, Fahmid Nasif, et al.
Cyhoeddwyd: (2017)

Research on generative sign language using neural networks
gan: Selim, Bushra Binte, et al.
Cyhoeddwyd: (2021)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)

Real-time obscene scene nudity detection and blurring in a video clip
gan: Rizwana, Jesima, et al.
Cyhoeddwyd: (2023)

An efficient approach for recyclable waste detection and classification using image processing techniques
gan: Chowdhury, Prabal Kumar, et al.
Cyhoeddwyd: (2024)

Bengali hand sign language recognition using convolutional neural networks
gan: Rumi, Roisul Islam, et al.
Cyhoeddwyd: (2019)

Image translation of Bangla and English sign language to written language using convolutional neural network
gan: Bismoy, Muttaki Islam, et al.
Cyhoeddwyd: (2022)

Exploring deep features: deeper fully convolutional neural network for image segmentation
gan: Kamran, Sharif Amit, et al.
Cyhoeddwyd: (2017)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
gan: Amin, Mahzabin Yasmin Binte, et al.
Cyhoeddwyd: (2023)

Bangla sign language recognition and sentence building using deep learning
gan: Shurid, Safayet Anowar, et al.
Cyhoeddwyd: (2021)

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

Tri-modal ensemble for enhanced Bangla sign language recognition
gan: Shams, Khan Abrar, et al.
Cyhoeddwyd: (2024)

Road sign detection and translation in Bangla using image processing and machine learning
gan: Islam, Khalid Amirul, et al.
Cyhoeddwyd: (2019)

Deepfake detection using neural networks
gan: Sakib, Sadman, et al.
Cyhoeddwyd: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
gan: Abrar, Muntaqa, et al.
Cyhoeddwyd: (2021)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
gan: Faisal, Asm, et al.
Cyhoeddwyd: (2024)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
gan: Ghosh, Swapnil, et al.
Cyhoeddwyd: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
gan: Gomes, Paul Richie, et al.
Cyhoeddwyd: (2021)

Comparison of deep transfer learning models for cancer diagnosis
gan: Joya, Nadia Islam, et al.
Cyhoeddwyd: (2023)

Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
gan: Nasim, Hamim Ibne, et al.
Cyhoeddwyd: (2024)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Sign Languages
gan: Edited by Diane Brentari
Cyhoeddwyd: (2012)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
gan: Uddin, Mohammad Sakib, et al.
Cyhoeddwyd: (2024)

Blurring of inappropriate scenes in a video using image processing
gan: Islam, Rahat Shahriar, et al.
Cyhoeddwyd: (2019)

Early detection of parkinson’s disease using image processing and artificial neural network
gan: Rumman, Mosarrat, et al.
Cyhoeddwyd: (2018)

Brain image fMRI data classification and graphical representation of visual object
gan: Tasneem, Nazifa Afroza, et al.
Cyhoeddwyd: (2019)

End to end Bangla handwritten and scene text detection using convolutional neural network
gan: Mahal, Somania Nur, et al.
Cyhoeddwyd: (2018)

An efficient ML approach to detect brain tumor using MRI images
gan: Muktadir, MD. Arafat, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
gan: Irfanuddin, Chowdhury Mohammad, et al.
Cyhoeddwyd: (2023)

An efficient interpretation model for people with hearing and speaking disabilities
gan: Sayeed, M. M. Mahmud, et al.
Cyhoeddwyd: (2017)

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

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
gan: Kabir, Muhammad Khubayeeb, et al.
Cyhoeddwyd: (2023)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
gan: Nag, Pollock, et al.
Cyhoeddwyd: (2023)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
gan: Alvi, Md.Waseq Alauddin
Cyhoeddwyd: (2024)