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.

Xehetasun bibliografikoak
Egile Nagusiak:	Tazalli, Tonjih, Liya, Sumaya Sadbeen, Aunshu, Zarin Anan, Hossain, Magfirah, Mehjabeen, Zareen
Beste egile batzuk:	Hossain, Muhammad Iqbal
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2022
Gaiak:	Bangla sign language Convolutional neural network (CNN) Video classification PyTorch YOLOv5 Image processing Neural networks (Computer science) Image processing > Digital techniques.
Sarrera elektronikoa:	http://hdl.handle.net/10361/16941

Antzeko izenburuak

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Deepfake detection using neural networks
nork: Sakib, Sadman, et al.
Argitaratua: (2021)

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

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

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

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

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

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

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

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

Sign Languages
nork: Edited by Diane Brentari
Argitaratua: (2012)

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

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

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

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

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

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

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

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

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

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

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

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

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

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