Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2018.

Bibliografiske detaljer
Main Authors:	Abir, Tawhidur Rahman, Ahmed, Touseef Saleh Bin, Rahman, Md. Tausif, Jafreen, Sumaiya
Andre forfattere:	Bhuiyan, Mohammed Belal Hossain
Format:	Thesis
Sprog:	English
Udgivet:	BRAC University 2019
Fag:	Character recognition Braille pattern Image processing Machine learning Artificial intelligence. Data mining
Online adgang:	http://hdl.handle.net/10361/11473

Lignende værker

A new pattern recognition method for abnormal event detection in crowded scenarios
af: Mostafa, Tahjid Ashfaque
Udgivet: (2017)

Deep learning based medical X-ray image recognition and classification
af: Khan, Md. Rakib Hossain
Udgivet: (2019)

Real time dynamic facial recognition of subject at motion using angular image
af: Tasneem, Sharah, et al.
Udgivet: (2024)

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

Deep Learning based Bangla Voice to Braille Character Conversion System
af: Iqbal, Syed Bayes, et al.
Udgivet: (2022)

Facial recognition using dynamic image processing
af: Haque, Md. Asiful, et al.
Udgivet: (2017)

Isolated bangla handwritten character & digit recognition using convolutional neural network
af: Alif, Mujadded Al Rabbani, et al.
Udgivet: (2018)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
af: Aishi, Tanusree Das, et al.
Udgivet: (2024)

Handwritten character recognition and prediction of age, gender and handedness using machine learning
af: Al Emran, Md., et al.
Udgivet: (2018)

Handwritten character recognition using neural network
af: Hussain, Shoumin Rafsun, et al.
Udgivet: (2021)

Image recognition by deep learning
af: Mohiuddin, Karishma, et al.
Udgivet: (2018)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
af: Bhuiyan, Md Raihanul Islam, et al.
Udgivet: (2024)

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

Bangali Handwritten characters classification using Deep Convolutional Neural Network
af: Sikder, Shihab Uddin, et al.
Udgivet: (2022)

Bangla character recognition for Android devices
af: Manzur, Shahrin, et al.
Udgivet: (2016)

Bangla optical character recognition from printed text using Tesseract Engine
af: Faruque, MD Yamin, et al.
Udgivet: (2021)

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

Grouping of handwritten Bangla basic characters, numerals and vowel modifiers for multilayer classification
af: Reza, Khondker Nayef, et al.
Udgivet: (2017)

A study on image enhancement methods for printed Bangla document images
af: Islam, Anika Binte, et al.
Udgivet: (2018)

Fake news pattern recognition using linguistic analysis
af: Dey, Amitabha, et al.
Udgivet: (2018)

Neural networks for pattern recognition /
af: Bishop, Christopher M.
Udgivet: (1995)

A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
af: Khan, Mohammad Meraj
Udgivet: (2022)

Minimally segmenting performance Bangla optical character recognition using Kohonen network
af: Shatil, Adnan Mohammad Shoeb, et al.
Udgivet: (2010)

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

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

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
af: Tasnia, Rifah, et al.
Udgivet: (2024)

Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
af: Ani, MD Fahim Afridi, et al.
Udgivet: (2024)

Machine learning approach for face recognition from 3D models generated by multiple 2D angular images
af: Mahmud, Moinuddin, et al.
Udgivet: (2019)

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

Hardware architecture design of face recognition system based on FPGA
af: Mondol, Raktim Kumar, et al.
Udgivet: (2016)

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

Bangla text extraction by digital image processing
af: Hoque, A. K. M Rashedul, et al.
Udgivet: (2018)

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

Intelligent Character Recognition system for visually impaired people
af: Alam, Md. Sabbir, et al.
Udgivet: (2018)

An efficient way to convert 1D signal to 2D digital image using energy values
af: Azad, Muntasir, et al.
Udgivet: (2018)

Support vector machines: theory and applications /
Udgivet: (2005)

Phase Transitions in Machine Learning
af: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
Udgivet: (2012)

Pattern classification /
af: Duda, Richard O.

An Analysis on Bengali handwritten conjunct character recognition and prediction
af: Munawar, Maazin, et al.
Udgivet: (2021)

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