Discriminative dimensionality reduction for multi-dimensional sequences

B Su, X Ding, H Wang, Y Wu - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
Since the observables at particular time instants in a temporal sequence exhibit
dependencies, they are not independent samples. Thus, it is not plausible to apply iid …

Recognizing handwritten Arabic words using grapheme segmentation and recurrent neural networks

GA Abandah, FT Jamour, EA Qaralleh - International Journal on Document …, 2014 - Springer
The Arabic alphabet is used in around 27 languages, including Arabic, Persian, Kurdish,
Urdu, and Jawi. Many researchers have developed systems for recognizing cursive …

Linear sequence discriminant analysis: a model-based dimensionality reduction method for vector sequences

B Su, X Ding - … of the IEEE International Conference on …, 2013 - openaccess.thecvf.com
Dimensionality reduction for vectors in sequences is challenging since labels are attached
to sequences as a whole. This paper presents a model-based dimensionality reduction …

A novel baseline-independent feature set for arabic handwriting recognition

B Su, X Ding, L Peng, C Liu - 2013 12th International …, 2013 - ieeexplore.ieee.org
HMM-based analytical methods have been widely used for Arabic handwriting recognition.
A key factor influencing the performance of HMM-based systems is the features extracted …

Discriminative transformation for multi-dimensional temporal sequences

B Su, X Ding, C Liu, H Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Feature space transformation techniques have been widely studied for dimensionality
reduction in vector-based feature space. However, these techniques are inapplicable to …

[PDF][PDF] Arabic OCR using a novel hybrid classification scheme

AM Hafiz, GM Bhat - Journal of Pattern Recognition Research, 2016 - researchgate.net
Abstract Hidden Markov Models or HMMs, are a relatively recent phenomenon for Arabic
handwriting recognition. They are robust and efficient in classification. In this paper, an effort …

A word matching algorithm in handwritten Arabic recognition using multiple-sequence weighted edit distances

GA Abandah, FT Jamour - International Journal of Computer …, 2014 - search.proquest.com
This paper describes the word matching algorithm used in the JU-OCR2 optical character
recognition system of handwritten Arabic words. This system achieves a state-of-the-art …

Study of influence of diffuser meridian channel shape on performance of micro-gas turbine centrifugal compressor

Y Yang, R Xie, L Gong, Y Hai - 2011 Asia-Pacific Power and …, 2011 - ieeexplore.ieee.org
Three-dimensional viscous flow numerical simulation was conducted to study influence of
diffuser meridional-section shape with different width ratio on micro-gas turbine centrifugal …

The UPV handwriting recognition and translation system for OpenHaRT 2013

I Alkhoury, A Giménez Pastor, J Andrés Ferrer… - 2013 - riunet.upv.es
The NIST Open Handwriting Recognition and Translation Evaluation 2013 (NIST
OpenHaRT'13) is a performance evaluation assessing technologies that transcribe and …

Recognition of Printed Arabic-English Text

MHN Yahia - 2018 - search.proquest.com
Based on its content, an image document in Optical Character Recognition (OCR) field can
be either monolingual image document or multilingual image document. Typically, OCR …