Turner, M., Austin, J., Allinson, Nigel and Thompson, P. (1993) Chromosomelocation and feature extraction using neural networks. Image and Vision Computing, 11 (4). pp. 235-239. ISSN 0262-8856
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| Item Type: | Article |
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| Item Status: | Live Archive |
Abstract
We present a technique for initial location of scattered chromosomal objects within multi-resolution images of human blood cells. Kohonen Self Organising Maps learn to extract salient image features in the vicinity of located objects. Featureextraction is to form the first stage in a neuralnetwork system applied to the problem of recognizing structural aberrations in chromosomes.
| Additional Information: | We present a technique for initial location of scattered chromosomal objects within multi-resolution images of human blood cells. Kohonen Self Organising Maps learn to extract salient image features in the vicinity of located objects. Featureextraction is to form the first stage in a neuralnetwork system applied to the problem of recognizing structural aberrations in chromosomes. |
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| Keywords: | neural networks, self-organising map, feature extraction, chromosome aberrations |
| Subjects: | G Mathematical and Computer Sciences > G730 Neural Computing |
| Divisions: | College of Science > School of Computer Science |
| ID Code: | 5024 |
| Deposited On: | 19 Apr 2012 16:21 |
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