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.

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, Aryan, Khan, Ahbab Ali, Shoumik, Tazwar Mohammed
Awduron Eraill:	Khondaker, Ms. Arnisha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Bangladeshi Sign Language(BDSL) Deep Learning Convolutional Neural Network Image Processing Image Classification Machine Learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/17893

Eitemau Tebyg

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
gan: Dewanjee, Tanmoy, et al.
Cyhoeddwyd: (2021)

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

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

Computer vision-based Bengali sign language to text generation
gan: Tazalli, Tonjih, et al.
Cyhoeddwyd: (2022)

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

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

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

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

Traffic sign recognition using deep learning
gan: Amir, Afia Binte, et al.
Cyhoeddwyd: (2020)

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

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)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
gan: Mizan, Mubasshira, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect citrus leaves disease
gan: Emon, Shaharear Hossain, et al.
Cyhoeddwyd: (2024)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
gan: Mubin, Kazi Ehsanul, et al.
Cyhoeddwyd: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
gan: Hossain, Mainul, et al.
Cyhoeddwyd: (2022)

Classification of Bangladeshi soil texture using convolutional neural network
gan: Raj, Hafiz Mohiuddin, et al.
Cyhoeddwyd: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

RetinalNet-500: a newly developed CNN model for eye disease detection
gan: Toki, Sadikul Alim, et al.
Cyhoeddwyd: (2023)

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

Classification of retinal diseases from OCT images using deep learning models
gan: Mokarrom, Md Saif, et al.
Cyhoeddwyd: (2024)

Affordable voice assistive intelligent glass for visually impaired people in perspective of Bangladesh
gan: Peyal, Md. Mahmudul Kabir, et al.
Cyhoeddwyd: (2021)

Detection and classification of speed limit traffic signs
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

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

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
gan: Hasan, Moenul, et al.
Cyhoeddwyd: (2021)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

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

Predicting depression in Bangladeshi undergraduates using machine learning
gan: Choudhury, Ahnaf Atef, et al.
Cyhoeddwyd: (2019)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
gan: Siam, F. M. Jamius, et al.
Cyhoeddwyd: (2021)

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

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
gan: Ahmed, Yasin, et al.
Cyhoeddwyd: (2018)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
gan: Sharma, Tanmoyee, et al.
Cyhoeddwyd: (2021)

3D Brain image segmentation using 3D tiled convolution neural networks
gan: Haque, Md Mahibul, et al.
Cyhoeddwyd: (2024)

A novel approach for digital image watermarking
gan: Mitashe, Mashruha Raquib, et al.
Cyhoeddwyd: (2016)

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Structurally and semantically coherent deep image inpainting
gan: Sami, Mirza Tanzim, et al.
Cyhoeddwyd: (2019)

Fruit and vegetable freshness detection using deep learning
gan: Haque, Md. Mahidul, et al.
Cyhoeddwyd: (2023)