Handwritten character recognition of MODI script using convolutional neural network based feature extraction method and support vector machine classifier

S Joseph, J George - … on signal and image processing (ICSIP), 2020 - ieeexplore.ieee.org
Deep learning based algorithms are used in various pattern recognition tasks, including
character recognition. Convolutional Neural Network (CNN) is effectively implemented for …

Handwritten Modi character recognition using transfer learning with discriminant feature analysis

S Chandure, V Inamdar - IETE Journal of Research, 2023 - Taylor & Francis
“MODI lipi” is one of the ancient scripts of Western India. Considerable work has been
reported for various other ancient Indian languages except for MODI lipi. Its structural …

Offline MODI script character recognition using deep learning techniques

C Chandankhede, R Sachdeo - Multimedia Tools and Applications, 2023 - Springer
Deep learning is a multilayer neural network learning algorithm which emerged in recent
years. It has brought a new wave to machine learning and making artificial intelligence and …

[PDF][PDF] Feature extraction and classification techniques of MODI script character recognition

S Joseph, J George - Pertanika J Sci Technol, 2019 - 119.40.116.186
Machine simulation of human reading has caught the attention of computer science
researchers since the introduction of digital computers. Character recognition is the process …

Character recognition of MODI script using distance classifier algorithms

S Joseph, JP George, S Gaikwad - ICT Analysis and Applications …, 2020 - Springer
Abstract Machine simulation of human reading is an active research area since the
introduction of digital computers. Optical character recognition aims at the recognition of …

Soft computing approaches for character credential and word prophecy analysis with stone encryptions

V Vani, SR Ananthalakshmi - Soft Computing, 2020 - search.proquest.com
The uniform corpus of untranslated script is a preliminary stage for computational epigraphy.
Mechanizing this process through deep learning algorithms will be an essential support to …

[PDF][PDF] Lecture notes in networks and systems

J Kacprzyk - (No Title), 2019 - academia.edu
I3SET 2016 focused on to bring together innovative academicians and industrial experts in
the field of science, engineering and technology to a common forum. The conference is …

Efficient handwritten character recognition of MODI script using wavelet transform and SVD

S Joseph, J George - Data Science and Security: Proceedings of IDSCS …, 2021 - Springer
MODI script has historical importance as it was used for writing the Marathi language, until
1950. Due to the complex nature of the script, the character recognition of MODI script is still …

[PDF][PDF] Review of Character Recognition Techniques for MODI Script

K Varpe, S Sakhare - Indian Journal …, 2023 - sciresol.s3.us-east-2.amazonaws …
Objectives: The main objective of this study is to review and compare the various methods
used for Modi script recognition. Methods: The author has chosen various methods from …

Recognition of Partial Handwritten MODI characters using zoning

SA Kulkarni, PL Yannawar - Recent Trends in Image Processing and …, 2021 - Springer
Complete pattern of input character image was initial need of any handwritten optical
character recognition (HOCR) system. This research work proposes a robust technique to …