Does color modalities affect handwriting recognition? An empirical study on Persian handwritings using convolutional neural networks

A Zohrevand, Z Imani, J Sadri, CY Suen - arXiv preprint arXiv:2307.12150, 2023 - arxiv.org
Most of the methods on handwritten recognition in the literature are focused and evaluated
on Black and White (BW) image databases. In this paper we try to answer a fundamental …

Holistic persian handwritten word recognition using convolutional neural network

A Zohrevand, Z Imani - International Journal of Engineering, 2021 - ije.ir
Due to the cursive-ness and high variability of Persian scripts, the segmentation of
handwritten words into sub-words is still a challenging task. These issues could be …

Line segmentation in Persian handwritten documents based on a novel projection histogram method

A Zohrevand, J Sadri, Z Imani… - 2019 4th International …, 2019 - ieeexplore.ieee.org
The present paper introduces an efficient algorithm to detect and extract lines in Persian
handwritten text images. The proposed approach first calculates the projection profiles …

Holistic Farsi handwritten word recognition using gradient features

Z Imani, Z Ahmadyfard… - Journal of AI and Data …, 2016 - jad.shahroodut.ac.ir
In this paper we address the issue of recognizing Farsi handwritten words. Two types of
gradient features are extracted from a sliding vertical stripe which sweeps across a word …

offline Handwritten Farsi cursive text recognition using Hidden Markov Models

Z Imani, A Ahmadyfard, A Zohrevand… - 2013 8th Iranian …, 2013 - ieeexplore.ieee.org
In this paper we address the problem of recognizing Farsi handwritten words. We extract two
types of features from vertical stripes on word images: chain-code of word boundary and …

Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using Deep Neural Networks

A Zohrevand, M Sattari, J Sadri, Z Imani… - … Conference on Pattern …, 2020 - Springer
Most of the methods on handwritten digit recognition in the literature are focused and
evaluated on black and white image databases. In this paper we try to answer a …

Isolated Persian/Arabic word spotting by label embedding.

MI Mobarakeh, A Ahmadyfard - Journal of Engineering …, 2016 - search.ebscohost.com
The aim of word spotting, as a particular case of semantic content based image retrieval
(CBIR), is to find instances of a word query given as an image or text (string) in a document …

Isolated Persian/Arabic word spotting by label embedding

A Ahmadyfard - Journal of Engineering Research, 2016 - kuwaitjournals.org
The goal of word image retrieval and word spotting, as a particular case of semantic content
based image retrieval (CBIR) is to find image or text (string) query word in a dataset of …