Improving OCR accuracy for Kazakh handwriting recognition using gan models

A Yeleussinov, Y Amirgaliyev, L Cherikbayeva - Applied Sciences, 2023 - mdpi.com
This paper aims to increase the accuracy of Kazakh handwriting text recognition (KHTR)
using the generative adversarial network (GAN), where a handwriting word image generator …

TWIST: Text-only Weakly Supervised Scene Text Spotting Using Pseudo Labels

L Wen, X Tang, D Zhang - … of the 2024 International Conference on …, 2024 - dl.acm.org
Scene text spotting plays a pivotal role in image understanding. However, building a robust
model for such a task necessitates substantial annotated data. Various efforts have been …

[PDF][PDF] SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios.

R Harizi, R Walha, F Drira - ICAART (3), 2024 - scitepress.org
Scene text detection is of growing importance due to its various applications. Deep learning-
based systems have proven effective in detecting horizontal text in natural scene images …