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.

Bibliografische gegevens
Hoofdauteurs:	Aishi, Tanusree Das, Iltimas, Md. Seam, Wakil, Mirza Azwad, Barua, Pritam
Andere auteurs:	Alam, Md. Ashraful
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2024
Onderwerpen:	Character recognition Computer vision Graphemes NLP Natural language processing. Computer vision. Optical Character Recognition.
Online toegang:	http://hdl.handle.net/10361/24216

Gelijkaardige items

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

Intelligent Character Recognition system for visually impaired people
door: Alam, Md. Sabbir, et al.
Gepubliceerd in: (2018)

Bangla character recognition for Android devices
door: Manzur, Shahrin, et al.
Gepubliceerd in: (2016)

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

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

Handwritten character recognition using neural network
door: Hussain, Shoumin Rafsun, et al.
Gepubliceerd in: (2021)

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

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

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

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

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

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

An efficient facial expression recognition method using mean And standard deviation
door: Laboni, Pragna, et al.
Gepubliceerd in: (2017)

KDANet: optical recognition for Bangla language using deep neural networks
door: Rabbi, Kazi Kamruzzaman, et al.
Gepubliceerd in: (2023)

Segmentation free Bangla OCR using HMM: Training and recognition
door: Hasnat, Md. Abul, et al.
Gepubliceerd in: (2010)

License plate recognition
door: Chowdhury, Mohammed Abrar Ahasan, et al.
Gepubliceerd in: (2023)

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

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

Implementation of an Optical Character Recognizer (OCR) for Bengali language
door: Chowdhury, Muhammed Tawfiq, et al.
Gepubliceerd in: (2015)

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

Hand gesture recognition using ensemble method
door: Kowsar, Sahib, et al.
Gepubliceerd in: (2023)

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

Understanding machine learning : from theory to algorithms /
door: Shalev-Shwartz, Shai
Gepubliceerd in: (2014)

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

Integrating Bangla script recognition support in tesseract OCR
door: Hasnat, Md. Abul, et al.
Gepubliceerd in: (2010)

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

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

Learning OpenCV /
door: Bradski,Gary R.
Gepubliceerd in: (2008)

Machine vision /
door: Snyder, Wesley E.
Gepubliceerd in: (2004)

An analysis of vision care supplier : the case of Alpha Vision Limited
door: Ferdaus, Akib
Gepubliceerd in: (2022)

Computer vision : a modern approach /
door: Forsyth, David
Gepubliceerd in: (2003)

A high performance domain specific OCR for Bangla script
door: Hasnat, Md. Abul, et al.
Gepubliceerd in: (2010)

Recognising license plate from image data using deep learning
door: Golder, Rupam, et al.
Gepubliceerd in: (2023)

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

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

Comparative analysis of emotion recognition methods
door: Zaman, Mustafa, et al.
Gepubliceerd in: (2010)

Bangla-specific study of English Monophthongs
door: Hasan, S. M. Mohibul
Gepubliceerd in: (2014)

Study on human emotion based on facial expressions through human machine communication
door: Murshed, Tahmin Aysha, et al.
Gepubliceerd in: (2021)

Isolated and continuous bangla speech recognition: implementation, performance and application perspective
door: Hasnat, Md. Abul, et al.
Gepubliceerd in: (2010)

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