[PDF][PDF] A literature survey on handwritten character recognition

A Purohit, SS Chauhan - International Journal of Computer Science …, 2016 - academia.edu
Handwriting recognition has gained a lot of attention in the field of pattern recognition and
machine learning due to its application in various fields. Optical Character Recognition …

A systematic review on handwritten document analysis and recognition

S Inunganbi - Multimedia Tools and Applications, 2024 - Springer
Abstract Document Analysis and Recognition (DAR) is ongoing research that has been
studied extensively for many decades and it has achieved a substantial level that generates …

RETRACTED ARTICLE: Effective offline handwritten text recognition model based on a sequence-to-sequence approach with CNN–RNN networks

R Geetha, T Thilagam, T Padmavathy - Neural Computing and …, 2021 - Springer
Automatic text recognition system might serve as an important factor in creating a paperless
environment through digitizing and processing the existing paper documents in the …

Zoning methods for handwritten character recognition: A survey

D Impedovo, G Pirlo - Pattern Recognition, 2014 - Elsevier
This paper presents a survey on zoning methods for handwritten character recognition.
Through the analysis of the relevant literature in the field, the most valuable zoning methods …

Posterior probability based ensemble strategy using optimizing decision directed acyclic graph for multi-class classification

L Zhou, H Fujita - Information Sciences, 2017 - Elsevier
Ensemble strategy is important to develop a decomposition and ensemble method for multi-
class classification problems. Most existing ensemble strategies use predetermined and …

A hierarchical classification system for sleep stage scoring via forehead EEG signals

CS Huang, CL Lin, LW Ko, SY Liu… - … IEEE Symposium on …, 2013 - ieeexplore.ieee.org
The study adopts the structure of hierarchical classification to develop an automatic sleep
stage classification system using forehead (Fpl and Fp2) EEG signals. The hierarchical …

Meitei Mayek handwritten dataset: compilation, segmentation, and character recognition

S Inunganbi, P Choudhary, K Manglem - The Visual Computer, 2021 - Springer
Abstract A peculiar Indian Script Meitei Mayek has experienced a resurgence in the last few
years and gets very little attention in handwriting research due to recently insurgence and …

Adaptive membership functions for handwritten character recognition by voronoi-based image zoning

G Pirlo, D Impedovo - IEEE Transactions on Image Processing, 2012 - ieeexplore.ieee.org
In the field of handwritten character recognition, image zoning is a widespread technique for
feature extraction since it is rightly considered to be able to cope with handwritten pattern …

A vectorization-optimization-method-based type-2 fuzzy neural network for noisy data classification

GD Wu, PH Huang - IEEE Transactions on Fuzzy Systems, 2012 - ieeexplore.ieee.org
This paper proposes a vectorization-optimization-method (VOM)-based type-2 fuzzy neural
network (VOM2FNN) for noisy data classification. In handling problems with uncertainties …

Adaptive local fusion with fuzzy integrals

ACB Abdallah, H Frigui, P Gader - IEEE Transactions on fuzzy …, 2012 - ieeexplore.ieee.org
We propose a novel method for fusing different classifiers outputs. Our approach, called
context extraction for local fusion with fuzzy integrals (CELF-FI), is a local approach that …