Masala, G.L., Bottigli, U., Brunetti, A., Carpinelli, M., Diaz, N, Fiori, P.L., Golosio, B., Oliva, P., Stegel, G. (2007) Automatic cell colony counting by region-growing approach. Il Nuovo Cimento della Societa Italiana di Fisica C, 30 (6). pp. 633-644. ISSN 2037-4909. E-ISSN 1826-9885. (doi:10.1393/ncc/i2007-10273-3) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:91927)
| The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. | |
| Official URL: http://dx.doi.org/10.1393/ncc/i2007-10273-3 |
Abstract
This paper introduces a new automatic system of counting based on the elaboration of the digital images of cellular colonies grown on petri dishes. This system is mainly based on the region-growing algorithms for the recognition of the Regions Of Interest (ROI) in the image and Sanger’s neural network for the characterization of such regions. Moreover a recognition of the most important filters is made in alternative respect to region-growing approach. The new Graphics Users Interface is introduced. The better final classification is supplied from a FeedForward Neural Net (FF-NN) and compared with the K-Nearest Neighbour (K-NN). The results on large dataset of ROIs are shown.
| Item Type: | Article |
|---|---|
| DOI/Identification number: | 10.1393/ncc/i2007-10273-3 |
| Uncontrolled keywords: | Nuclear medicine imaging; Image analysis |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 75 Electronic computers. Computer science |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
| Depositing User: | Amy Boaler |
| Date Deposited: | 02 Dec 2021 13:47 UTC |
| Last Modified: | 03 Dec 2021 10:34 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/91927 (The current URI for this page, for reference purposes) |
University of Kent Author Information
Masala, G.L..
| Creator's ORCID: |
 https://orcid.org/0000-0001-6734-9424
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