An efficient handwritten Bangla character recognition system using computer vision and natural language processing

An efficient handwritten Bangla character recognition system using computer vision and natural language processing

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Detalhes bibliográficos
Main Authors:	Aishi, Tanusree Das, Iltimas, Md. Seam, Wakil, Mirza Azwad, Barua, Pritam
Outros Autores:	Alam, Md. Ashraful
Formato:	Thesis
Idioma:	English
Publicado em:	Brac University 2024
Assuntos:	Character recognition Computer vision Graphemes NLP Natural language processing. Computer vision. Optical Character Recognition.
Acesso em linha:	http://hdl.handle.net/10361/24216

Registos relacionados

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

Intelligent Character Recognition system for visually impaired people
Por: Alam, Md. Sabbir, et al.
Publicado em: (2018)

Bangla character recognition for Android devices
Por: Manzur, Shahrin, et al.
Publicado em: (2016)

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

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

Handwritten character recognition using neural network
Por: Hussain, Shoumin Rafsun, et al.
Publicado em: (2021)

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

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

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

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
Por: Abir, Tawhidur Rahman, et al.
Publicado em: (2019)

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

An efficient traffic management system to detect lane rule violation using Real-time Object Detection
Por: Arnob, Faed Ahmed, et al.
Publicado em: (2021)

An efficient facial expression recognition method using mean And standard deviation
Por: Laboni, Pragna, et al.
Publicado em: (2017)

KDANet: optical recognition for Bangla language using deep neural networks
Por: Rabbi, Kazi Kamruzzaman, et al.
Publicado em: (2023)

Segmentation free Bangla OCR using HMM: Training and recognition
Por: Hasnat, Md. Abul, et al.
Publicado em: (2010)

License plate recognition
Por: Chowdhury, Mohammed Abrar Ahasan, et al.
Publicado em: (2023)

Enhancing optical character recognition capabilities for Bengali script: the development and evaluation of Bengali CharNet
Por: Kamal, Rizvy Ahmed
Publicado em: (2024)

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

Implementation of an Optical Character Recognizer (OCR) for Bengali language
Por: Chowdhury, Muhammed Tawfiq, et al.
Publicado em: (2015)

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

Hand gesture recognition using ensemble method
Por: Kowsar, Sahib, et al.
Publicado em: (2023)

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

Understanding machine learning : from theory to algorithms /
Por: Shalev-Shwartz, Shai
Publicado em: (2014)

Application of augmented reality: Mobile camera based bangla text detection and translation
Por: S.Mahbub-Uz-Zaman, et al.
Publicado em: (2013)

Integrating Bangla script recognition support in tesseract OCR
Por: Hasnat, Md. Abul, et al.
Publicado em: (2010)

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
Por: Ahmed, Syed Istiaque, et al.
Publicado em: (2024)

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

Learning OpenCV /
Por: Bradski,Gary R.
Publicado em: (2008)

Machine vision /
Por: Snyder, Wesley E.
Publicado em: (2004)

An analysis of vision care supplier : the case of Alpha Vision Limited
Por: Ferdaus, Akib
Publicado em: (2022)

Computer vision : a modern approach /
Por: Forsyth, David
Publicado em: (2003)

A high performance domain specific OCR for Bangla script
Por: Hasnat, Md. Abul, et al.
Publicado em: (2010)

Recognising license plate from image data using deep learning
Por: Golder, Rupam, et al.
Publicado em: (2023)

Tiny-ML based person identification in dynamic motion
Por: Ahmed, Mirza Raiyan, et al.
Publicado em: (2024)

The power of character : prominent Americans talk about life, family, work, values, and more /
Publicado em: (1998)

Comparative analysis of emotion recognition methods
Por: Zaman, Mustafa, et al.
Publicado em: (2010)

Bangla-specific study of English Monophthongs
Por: Hasan, S. M. Mohibul
Publicado em: (2014)

Study on human emotion based on facial expressions through human machine communication
Por: Murshed, Tahmin Aysha, et al.
Publicado em: (2021)

Isolated and continuous bangla speech recognition: implementation, performance and application perspective
Por: Hasnat, Md. Abul, et al.
Publicado em: (2010)

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