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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Tazalli, Tonjih, Liya, Sumaya Sadbeen, Aunshu, Zarin Anan, Hossain, Magfirah, Mehjabeen, Zareen
Άλλοι συγγραφείς:	Hossain, Muhammad Iqbal
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Bangla sign language Convolutional neural network (CNN) Video classification PyTorch YOLOv5 Image processing Neural networks (Computer science) Image processing > Digital techniques.
Διαθέσιμο Online:	http://hdl.handle.net/10361/16941

Παρόμοια τεκμήρια

A smart avatar tutor for mimicking characters of Bangla sign language
ανά: Islam, Apu, κ.ά.
Έκδοση: (2024)

Gesture based implementation on neural network: Bengali sign language to text conversion
ανά: Hasan, S.M. Farzana, κ.ά.
Έκδοση: (2018)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
ανά: Rahman, Aryan, κ.ά.
Έκδοση: (2023)

Bangla sign language interpretation using image processing
ανά: Arko, Fahmid Nasif, κ.ά.
Έκδοση: (2017)

Research on generative sign language using neural networks
ανά: Selim, Bushra Binte, κ.ά.
Έκδοση: (2021)

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

Real-time obscene scene nudity detection and blurring in a video clip
ανά: Rizwana, Jesima, κ.ά.
Έκδοση: (2023)

An efficient approach for recyclable waste detection and classification using image processing techniques
ανά: Chowdhury, Prabal Kumar, κ.ά.
Έκδοση: (2024)

Bengali hand sign language recognition using convolutional neural networks
ανά: Rumi, Roisul Islam, κ.ά.
Έκδοση: (2019)

Image translation of Bangla and English sign language to written language using convolutional neural network
ανά: Bismoy, Muttaki Islam, κ.ά.
Έκδοση: (2022)

Exploring deep features: deeper fully convolutional neural network for image segmentation
ανά: Kamran, Sharif Amit, κ.ά.
Έκδοση: (2017)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
ανά: Amin, Mahzabin Yasmin Binte, κ.ά.
Έκδοση: (2023)

Bangla sign language recognition and sentence building using deep learning
ανά: Shurid, Safayet Anowar, κ.ά.
Έκδοση: (2021)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
ανά: Moon, Nowrin Tasnim, κ.ά.
Έκδοση: (2023)

Tri-modal ensemble for enhanced Bangla sign language recognition
ανά: Shams, Khan Abrar, κ.ά.
Έκδοση: (2024)

Road sign detection and translation in Bangla using image processing and machine learning
ανά: Islam, Khalid Amirul, κ.ά.
Έκδοση: (2019)

Deepfake detection using neural networks
ανά: Sakib, Sadman, κ.ά.
Έκδοση: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
ανά: Hasib, Mehadi Hasan, κ.ά.
Έκδοση: (2021)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
ανά: Abrar, Muntaqa, κ.ά.
Έκδοση: (2021)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
ανά: Faisal, Asm, κ.ά.
Έκδοση: (2024)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
ανά: Ghosh, Swapnil, κ.ά.
Έκδοση: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
ανά: Gomes, Paul Richie, κ.ά.
Έκδοση: (2021)

Comparison of deep transfer learning models for cancer diagnosis
ανά: Joya, Nadia Islam, κ.ά.
Έκδοση: (2023)

Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
ανά: Nasim, Hamim Ibne, κ.ά.
Έκδοση: (2024)

Pneumonia Disease detection using the convolutional neural network
ανά: Ashrafee, Md. Iftid, κ.ά.
Έκδοση: (2024)

Sign Languages
ανά: Edited by Diane Brentari
Έκδοση: (2012)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
ανά: Uddin, Mohammad Sakib, κ.ά.
Έκδοση: (2024)

Blurring of inappropriate scenes in a video using image processing
ανά: Islam, Rahat Shahriar, κ.ά.
Έκδοση: (2019)

Early detection of parkinson’s disease using image processing and artificial neural network
ανά: Rumman, Mosarrat, κ.ά.
Έκδοση: (2018)

Brain image fMRI data classification and graphical representation of visual object
ανά: Tasneem, Nazifa Afroza, κ.ά.
Έκδοση: (2019)

End to end Bangla handwritten and scene text detection using convolutional neural network
ανά: Mahal, Somania Nur, κ.ά.
Έκδοση: (2018)

An efficient ML approach to detect brain tumor using MRI images
ανά: Muktadir, MD. Arafat, κ.ά.
Έκδοση: (2024)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
ανά: Irfanuddin, Chowdhury Mohammad, κ.ά.
Έκδοση: (2023)

An efficient interpretation model for people with hearing and speaking disabilities
ανά: Sayeed, M. M. Mahmud, κ.ά.
Έκδοση: (2017)

Classification of different magnetic structures from image data using deep neural networks
ανά: Ibn Hasib, Fahad, κ.ά.
Έκδοση: (2023)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
ανά: Mahbub, Riasat, κ.ά.
Έκδοση: (2022)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
ανά: Kabir, Muhammad Khubayeeb, κ.ά.
Έκδοση: (2023)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
ανά: Nag, Pollock, κ.ά.
Έκδοση: (2023)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
ανά: Tasawar, Ihtyaz Kader, κ.ά.
Έκδοση: (2021)

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