Handwritten character recognition and prediction of age, gender and handedness using machine learning

Handwritten character recognition and prediction of age, gender and handedness using machine learning

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Dades bibliogràfiques
Autors principals:	Al Emran, Md., Naief, S. M., Hossain, Md. Shimul
Altres autors:	Uddin, Jia
Format:	Thesis
Idioma:	English
Publicat:	BRAC University 2018
Matèries:	SVM RFC KNN PCA mRMR Handwriting recognition Chain Code Dimension reduction Optical character recognition devices Writing > Identification > Data processing Data Mining. Computer algorithms Machine learning
Accés en línia:	http://hdl.handle.net/10361/10950

Ítems similars

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

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

A supervised machine learning approach to predict vulnerability to drug addiction
per: Faisal, Fahim, et al.
Publicat: (2020)

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

Human identification using wifi signal
per: Nipu, Md. Nafiul Alam, et al.
Publicat: (2018)

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

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

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

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
per: Rashid, Warida, et al.
Publicat: (2018)

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

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

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

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

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
per: Nirjhor, S M Mahsanul Islam, et al.
Publicat: (2019)

Pedestrian crossing guide based on Android-Cloud platform for blind people
per: Hasan, Anik, et al.
Publicat: (2014)

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

Supervising vehicle using pattern recognition
per: Lushan, Mihodi Hasan, et al.
Publicat: (2018)

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

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

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

CSR dimensions in Asia
per: Ghosh, Suntu Kumar
Publicat: (2015)

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

Smart automated fruit freshness recognition system using image processing and deep learning
per: Shil, Prantha, et al.
Publicat: (2023)

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

License plate recognition
per: Chowdhury, Mohammed Abrar Ahasan, et al.
Publicat: (2023)

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

A twin prediction method using facial recognition feature
per: Nafees, Masnoon, et al.
Publicat: (2017)

Document template identification and data extraction using machine learning and deep learning approach
per: Roy, Kaushik, et al.
Publicat: (2024)

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

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

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

Performance analysis of a MIMO optical wireless link with space time block code (STBC)
per: Islam, Md. Zahirul
Publicat: (2014)

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

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

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

Design and VLSI implementation of high performance face recognition system
per: Dewan, Priyanka Das, et al.
Publicat: (2013)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
per: Bhuiyan, Mazedul Haque, et al.
Publicat: (2021)

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

Audio recognition using feed forward neural network optimized by principle component analysis
per: Momo, Nusrat Suzana, et al.
Publicat: (2017)

Visual speech recognition using artificial neural networking
per: Sharmili, Nowshin, et al.
Publicat: (2018)