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.

Xehetasun bibliografikoak
Egile Nagusiak:	Aishi, Tanusree Das, Iltimas, Md. Seam, Wakil, Mirza Azwad, Barua, Pritam
Beste egile batzuk:	Alam, Md. Ashraful
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2024
Gaiak:	Character recognition Computer vision Graphemes NLP Natural language processing. Computer vision. Optical Character Recognition.
Sarrera elektronikoa:	http://hdl.handle.net/10361/24216

Antzeko izenburuak

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

License plate recognition
nork: Chowdhury, Mohammed Abrar Ahasan, et al.
Argitaratua: (2023)

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

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

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

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

Hand gesture recognition using ensemble method
nork: Kowsar, Sahib, et al.
Argitaratua: (2023)

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

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

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

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

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

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

Learning OpenCV /
nork: Bradski,Gary R.
Argitaratua: (2008)

Machine vision /
nork: Snyder, Wesley E.
Argitaratua: (2004)

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

Computer vision : a modern approach /
nork: Forsyth, David
Argitaratua: (2003)

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

Recognising license plate from image data using deep learning
nork: Golder, Rupam, et al.
Argitaratua: (2023)

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

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

Comparative analysis of emotion recognition methods
nork: Zaman, Mustafa, et al.
Argitaratua: (2010)

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

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

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

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