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Abstract: Artificial Neural Networks (ANNs) have been successfully applied for pattern recognition, speech recognition, control and other real world problems. This paper presents a method for segmentation of printed and difficult handwritten postal addresses. The segmentation algorithm is used to prepare raw training data for use with an Artificial Neural Network. The C programming language, the SP2 supercomputer and a SUN workstation were used for the experiments. The algorithm has been successfully... (Update)
Context of citations to this paper: More
...could take place, it was then necessary to convert the images into binary representations of the handwriting. A method previously used in [14], was employed for this purpose. At this stage, the handwriting could be used for processing in further steps. 2.2 Segmentation using...
...could take place, it was then necessary to convert the images into binary representations of the handwriting. A method previously used in [10], was employed for this purpose. At this stage, the handwriting could be used for processing in further steps. B. Heuristic...
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BibTeX entry: (Update)
M. Blumenstein, and B. Verma, "A Segmentation Algorithm used in Conjunction with Artificial Neural Networks for the Recognition of Real-World Postal Addresses", International Conference on Computational Intelligence and Multimedia Applications (ICCIMA '97), Gold Coast, Australia, 1997, pp. 155-160. http://citeseer.ist.psu.edu/article/blumenstein97segmentation.html More
@misc{ blumenstein97segmentation,
author = "M. Blumenstein and B. Verma",
title = "A Segmentation Algorithm used in Conjunction with Artificial Neural Networks
for the Recognition of Real-World Postal Addresses",
text = "M. Blumenstein, and B. Verma, A Segmentation Algorithm used in Conjunction
with Artificial Neural Networks for the Recognition of Real-World Postal
Addresses, International Conference on Computational Intelligence and Multimedia
Applications (ICCIMA '97), Gold Coast, Australia, 1997, pp. 155-160.",
year = "1997",
url = "citeseer.ist.psu.edu/article/blumenstein97segmentation.html" }
Citations (may not include all citations):45 Handwritten Digit Recognition with a Back-Propagation Networ.. - Le Cun - 1990
21 Artificial Neural Networks for image understanding (context) - Kulkarni - 1994
11 Segmenting Handwritten Signatures at their Perceptually Impo.. (context) - Brault - 1993
10 Research into the new generation of character and mailing ad.. (context) - Gilloux - 1993
9 A Feature based Neural Network Segmenter for Handwritten Wor.. (context) - Eastwood, Jennings et al. - 1997
8 Line Recognition of Handwritten Arabic Characters (context) - Al-Emami, Usher - 1990
5 Multistage Neural Network for Pattern Recognition in Mammogr.. (context) - Zheng, Qian et al. - 1994
5 Shape and Texture Recognition by a Neural Network (context) - Khotanzad, Lu - 1991
4 Handwritten Hindi Character Recognition Using RBF and MLP Ne.. (context) - Verma - 1995
4 Handwritten Signature retrieval and Identification (context) - Han, Sethi - 1996
1 Handwriting Recognition Technology and its integration into .. (context) - Srihari - 1997
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