A novel lightweight CNN approach for Bangladeshi sign language gesture recognition

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition

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

Библиографические подробности
Главные авторы:	Rahman, Aryan, Khan, Ahbab Ali, Shoumik, Tazwar Mohammed
Другие авторы:	Khondaker, Ms. Arnisha
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2023
Предметы:	Bangladeshi Sign Language(BDSL) Deep Learning Convolutional Neural Network Image Processing Image Classification Machine Learning
Online-ссылка:	http://hdl.handle.net/10361/17893

Схожие документы

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
по: Dewanjee, Tanmoy, и др.
Опубликовано: (2021)

Bangla sign language interpretation using image processing
по: Arko, Fahmid Nasif, и др.
Опубликовано: (2017)

Bengali hand sign language recognition using convolutional neural networks
по: Rumi, Roisul Islam, и др.
Опубликовано: (2019)

Computer vision-based Bengali sign language to text generation
по: Tazalli, Tonjih, и др.
Опубликовано: (2022)

Road sign detection and translation in Bangla using image processing and machine learning
по: Islam, Khalid Amirul, и др.
Опубликовано: (2019)

An efficient deep learning approach to detect skin Cancer
по: Islam, Ashfaqul, и др.
Опубликовано: (2022)

Image translation of Bangla and English sign language to written language using convolutional neural network
по: Bismoy, Muttaki Islam, и др.
Опубликовано: (2022)

A smart avatar tutor for mimicking characters of Bangla sign language
по: Islam, Apu, и др.
Опубликовано: (2024)

Traffic sign recognition using deep learning
по: Amir, Afia Binte, и др.
Опубликовано: (2020)

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

A comparative analysis of the different CNN-LSTM model caption generation of medical images
по: Amin, Mahzabin Yasmin Binte, и др.
Опубликовано: (2023)

Bangla sign language recognition and sentence building using deep learning
по: Shurid, Safayet Anowar, и др.
Опубликовано: (2021)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
по: Mizan, Mubasshira, и др.
Опубликовано: (2024)

An efficient deep learning approach to detect citrus leaves disease
по: Emon, Shaharear Hossain, и др.
Опубликовано: (2024)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
по: Mubin, Kazi Ehsanul, и др.
Опубликовано: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
по: Sakir, Adnan, и др.
Опубликовано: (2023)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
по: Hossain, Mainul, и др.
Опубликовано: (2022)

Classification of Bangladeshi soil texture using convolutional neural network
по: Raj, Hafiz Mohiuddin, и др.
Опубликовано: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
по: Badhon, Ariful Islam Mahmud, и др.
Опубликовано: (2022)

Leaf classification by feature extraction using CNN
по: Bhuiyan, Md. Mazharul Islam, и др.
Опубликовано: (2020)

RetinalNet-500: a newly developed CNN model for eye disease detection
по: Toki, Sadikul Alim, и др.
Опубликовано: (2023)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
по: Abrar, Muntaqa, и др.
Опубликовано: (2021)

Classification of retinal diseases from OCT images using deep learning models
по: Mokarrom, Md Saif, и др.
Опубликовано: (2024)

Affordable voice assistive intelligent glass for visually impaired people in perspective of Bangladesh
по: Peyal, Md. Mahmudul Kabir, и др.
Опубликовано: (2021)

Detection and classification of speed limit traffic signs
по: Biswas, Rubel, и др.
Опубликовано: (2017)

Gesture based implementation on neural network: Bengali sign language to text conversion
по: Hasan, S.M. Farzana, и др.
Опубликовано: (2018)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
по: Hasan, Moenul, и др.
Опубликовано: (2021)

Intracranial hemorrhage detection using CNN-LSTM fusion model
по: Ahmed, Kazi sabab, и др.
Опубликовано: (2022)

Sign Languages
по: Edited by Diane Brentari
Опубликовано: (2012)

Predicting depression in Bangladeshi undergraduates using machine learning
по: Choudhury, Ahnaf Atef, и др.
Опубликовано: (2019)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
по: Siam, F. M. Jamius, и др.
Опубликовано: (2021)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
по: Irfanuddin, Chowdhury Mohammad, и др.
Опубликовано: (2023)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
по: Ahmed, Yasin, и др.
Опубликовано: (2018)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
по: Sharma, Tanmoyee, и др.
Опубликовано: (2021)

3D Brain image segmentation using 3D tiled convolution neural networks
по: Haque, Md Mahibul, и др.
Опубликовано: (2024)

A novel approach for digital image watermarking
по: Mitashe, Mashruha Raquib, и др.
Опубликовано: (2016)

An enhanced CNN model for classifying skin cancer
по: Haider, Kazi MD Minhajul, и др.
Опубликовано: (2022)

Classification of peripheral blood cell images using deep learning
по: Aadi, Oyshik Ahmed, и др.
Опубликовано: (2024)

Structurally and semantically coherent deep image inpainting
по: Sami, Mirza Tanzim, и др.
Опубликовано: (2019)

Fruit and vegetable freshness detection using deep learning
по: Haque, Md. Mahidul, и др.
Опубликовано: (2023)