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.

Dettagli Bibliografici
Autori principali:	Abir, Tawhidur Rahman, Ahmed, Touseef Saleh Bin, Rahman, Md. Tausif, Jafreen, Sumaiya
Altri autori:	Bhuiyan, Mohammed Belal Hossain
Natura:	Tesi
Lingua:	English
Pubblicazione:	BRAC University 2019
Soggetti:	Character recognition Braille pattern Image processing Machine learning Artificial intelligence. Data mining
Accesso online:	http://hdl.handle.net/10361/11473

Documenti analoghi

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

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

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

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

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

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

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

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

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

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

Image recognition by deep learning
di: Mohiuddin, Karishma, et al.
Pubblicazione: (2018)

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

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

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

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

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

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

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

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

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

Neural networks for pattern recognition /
di: Bishop, Christopher M.
Pubblicazione: (1995)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Pattern classification /
di: Duda, Richard O.

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

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