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.

Détails bibliographiques
Auteurs principaux:	Aishi, Tanusree Das, Iltimas, Md. Seam, Wakil, Mirza Azwad, Barua, Pritam
Autres auteurs:	Alam, Md. Ashraful
Format:	Thèse
Langue:	English
Publié:	Brac University 2024
Sujets:	Character recognition Computer vision Graphemes NLP Natural language processing. Computer vision. Optical Character Recognition.
Accès en ligne:	http://hdl.handle.net/10361/24216

Documents similaires

Minimally segmenting performance Bangla optical character recognition using Kohonen network
par: Shatil, Adnan Mohammad Shoeb, et autres
Publié: (2010)

Intelligent Character Recognition system for visually impaired people
par: Alam, Md. Sabbir, et autres
Publié: (2018)

Bangla character recognition for Android devices
par: Manzur, Shahrin, et autres
Publié: (2016)

Isolated bangla handwritten character & digit recognition using convolutional neural network
par: Alif, Mujadded Al Rabbani, et autres
Publié: (2018)

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

Handwritten character recognition using neural network
par: Hussain, Shoumin Rafsun, et autres
Publié: (2021)

Grouping of handwritten Bangla basic characters, numerals and vowel modifiers for multilayer classification
par: Reza, Khondker Nayef, et autres
Publié: (2017)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
par: Bhuiyan, Md Raihanul Islam, et autres
Publié: (2024)

Handwritten character recognition and prediction of age, gender and handedness using machine learning
par: Al Emran, Md., et autres
Publié: (2018)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
par: Abir, Tawhidur Rahman, et autres
Publié: (2019)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
par: Abrar, Muntaqa, et autres
Publié: (2021)

An efficient traffic management system to detect lane rule violation using Real-time Object Detection
par: Arnob, Faed Ahmed, et autres
Publié: (2021)

An efficient facial expression recognition method using mean And standard deviation
par: Laboni, Pragna, et autres
Publié: (2017)

KDANet: optical recognition for Bangla language using deep neural networks
par: Rabbi, Kazi Kamruzzaman, et autres
Publié: (2023)

Segmentation free Bangla OCR using HMM: Training and recognition
par: Hasnat, Md. Abul, et autres
Publié: (2010)

License plate recognition
par: Chowdhury, Mohammed Abrar Ahasan, et autres
Publié: (2023)

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

Bangali Handwritten characters classification using Deep Convolutional Neural Network
par: Sikder, Shihab Uddin, et autres
Publié: (2022)

Implementation of an Optical Character Recognizer (OCR) for Bengali language
par: Chowdhury, Muhammed Tawfiq, et autres
Publié: (2015)

Bangla optical character recognition from printed text using Tesseract Engine
par: Faruque, MD Yamin, et autres
Publié: (2021)

Hand gesture recognition using ensemble method
par: Kowsar, Sahib, et autres
Publié: (2023)

Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
par: Ani, MD Fahim Afridi, et autres
Publié: (2024)

Understanding machine learning : from theory to algorithms /
par: Shalev-Shwartz, Shai
Publié: (2014)

Application of augmented reality: Mobile camera based bangla text detection and translation
par: S.Mahbub-Uz-Zaman, et autres
Publié: (2013)

Integrating Bangla script recognition support in tesseract OCR
par: Hasnat, Md. Abul, et autres
Publié: (2010)

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
par: Ahmed, Syed Istiaque, et autres
Publié: (2024)

An Analysis on Bengali handwritten conjunct character recognition and prediction
par: Munawar, Maazin, et autres
Publié: (2021)

Learning OpenCV /
par: Bradski,Gary R.
Publié: (2008)

Machine vision /
par: Snyder, Wesley E.
Publié: (2004)

An analysis of vision care supplier : the case of Alpha Vision Limited
par: Ferdaus, Akib
Publié: (2022)

Computer vision : a modern approach /
par: Forsyth, David
Publié: (2003)

A high performance domain specific OCR for Bangla script
par: Hasnat, Md. Abul, et autres
Publié: (2010)

Recognising license plate from image data using deep learning
par: Golder, Rupam, et autres
Publié: (2023)

Tiny-ML based person identification in dynamic motion
par: Ahmed, Mirza Raiyan, et autres
Publié: (2024)

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

Comparative analysis of emotion recognition methods
par: Zaman, Mustafa, et autres
Publié: (2010)

Bangla-specific study of English Monophthongs
par: Hasan, S. M. Mohibul
Publié: (2014)

Study on human emotion based on facial expressions through human machine communication
par: Murshed, Tahmin Aysha, et autres
Publié: (2021)

Isolated and continuous bangla speech recognition: implementation, performance and application perspective
par: Hasnat, Md. Abul, et autres
Publié: (2010)

An efficient way to convert 1D signal to 2D digital image using energy values
par: Azad, Muntasir, et autres
Publié: (2018)