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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Tazalli, Tonjih, Liya, Sumaya Sadbeen, Aunshu, Zarin Anan, Hossain, Magfirah, Mehjabeen, Zareen
Rannpháirtithe:	Hossain, Muhammad Iqbal
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2022
Ábhair:	Bangla sign language Convolutional neural network (CNN) Video classification PyTorch YOLOv5 Image processing Neural networks (Computer science) Image processing > Digital techniques.
Rochtain ar líne:	http://hdl.handle.net/10361/16941

Míreanna comhchosúla

A smart avatar tutor for mimicking characters of Bangla sign language
de réir: Islam, Apu, et al.
Foilsithe / Cruthaithe: (2024)

Gesture based implementation on neural network: Bengali sign language to text conversion
de réir: Hasan, S.M. Farzana, et al.
Foilsithe / Cruthaithe: (2018)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
de réir: Rahman, Aryan, et al.
Foilsithe / Cruthaithe: (2023)

Bangla sign language interpretation using image processing
de réir: Arko, Fahmid Nasif, et al.
Foilsithe / Cruthaithe: (2017)

Research on generative sign language using neural networks
de réir: Selim, Bushra Binte, et al.
Foilsithe / Cruthaithe: (2021)

Image classification using deep neural network for efficient identification of traffic sign
de réir: Saha, Sourajit
Foilsithe / Cruthaithe: (2018)

Real-time obscene scene nudity detection and blurring in a video clip
de réir: Rizwana, Jesima, et al.
Foilsithe / Cruthaithe: (2023)

An efficient approach for recyclable waste detection and classification using image processing techniques
de réir: Chowdhury, Prabal Kumar, et al.
Foilsithe / Cruthaithe: (2024)

Bengali hand sign language recognition using convolutional neural networks
de réir: Rumi, Roisul Islam, et al.
Foilsithe / Cruthaithe: (2019)

Image translation of Bangla and English sign language to written language using convolutional neural network
de réir: Bismoy, Muttaki Islam, et al.
Foilsithe / Cruthaithe: (2022)

Exploring deep features: deeper fully convolutional neural network for image segmentation
de réir: Kamran, Sharif Amit, et al.
Foilsithe / Cruthaithe: (2017)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
de réir: Amin, Mahzabin Yasmin Binte, et al.
Foilsithe / Cruthaithe: (2023)

Bangla sign language recognition and sentence building using deep learning
de réir: Shurid, Safayet Anowar, et al.
Foilsithe / Cruthaithe: (2021)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
de réir: Moon, Nowrin Tasnim, et al.
Foilsithe / Cruthaithe: (2023)

Tri-modal ensemble for enhanced Bangla sign language recognition
de réir: Shams, Khan Abrar, et al.
Foilsithe / Cruthaithe: (2024)

Road sign detection and translation in Bangla using image processing and machine learning
de réir: Islam, Khalid Amirul, et al.
Foilsithe / Cruthaithe: (2019)

Deepfake detection using neural networks
de réir: Sakib, Sadman, et al.
Foilsithe / Cruthaithe: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
de réir: Hasib, Mehadi Hasan, et al.
Foilsithe / Cruthaithe: (2021)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
de réir: Abrar, Muntaqa, et al.
Foilsithe / Cruthaithe: (2021)

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

Single and multi-view 2D image processing for enhanced 3D object reconstruction
de réir: Ghosh, Swapnil, et al.
Foilsithe / Cruthaithe: (2024)

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

Comparison of deep transfer learning models for cancer diagnosis
de réir: Joya, Nadia Islam, et al.
Foilsithe / Cruthaithe: (2023)

Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
de réir: Nasim, Hamim Ibne, et al.
Foilsithe / Cruthaithe: (2024)

Pneumonia Disease detection using the convolutional neural network
de réir: Ashrafee, Md. Iftid, et al.
Foilsithe / Cruthaithe: (2024)

Sign Languages
de réir: Edited by Diane Brentari
Foilsithe / Cruthaithe: (2012)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
de réir: Uddin, Mohammad Sakib, et al.
Foilsithe / Cruthaithe: (2024)

Blurring of inappropriate scenes in a video using image processing
de réir: Islam, Rahat Shahriar, et al.
Foilsithe / Cruthaithe: (2019)

Early detection of parkinson’s disease using image processing and artificial neural network
de réir: Rumman, Mosarrat, et al.
Foilsithe / Cruthaithe: (2018)

Brain image fMRI data classification and graphical representation of visual object
de réir: Tasneem, Nazifa Afroza, et al.
Foilsithe / Cruthaithe: (2019)

End to end Bangla handwritten and scene text detection using convolutional neural network
de réir: Mahal, Somania Nur, et al.
Foilsithe / Cruthaithe: (2018)

An efficient ML approach to detect brain tumor using MRI images
de réir: Muktadir, MD. Arafat, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
de réir: Irfanuddin, Chowdhury Mohammad, et al.
Foilsithe / Cruthaithe: (2023)

An efficient interpretation model for people with hearing and speaking disabilities
de réir: Sayeed, M. M. Mahmud, et al.
Foilsithe / Cruthaithe: (2017)

Classification of different magnetic structures from image data using deep neural networks
de réir: Ibn Hasib, Fahad, et al.
Foilsithe / Cruthaithe: (2023)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
de réir: Mahbub, Riasat, et al.
Foilsithe / Cruthaithe: (2022)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
de réir: Kabir, Muhammad Khubayeeb, et al.
Foilsithe / Cruthaithe: (2023)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
de réir: Nag, Pollock, et al.
Foilsithe / Cruthaithe: (2023)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
de réir: Tasawar, Ihtyaz Kader, et al.
Foilsithe / Cruthaithe: (2021)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
de réir: Alvi, Md.Waseq Alauddin
Foilsithe / Cruthaithe: (2024)