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ICANN
2010
Springer

Cell Microscopic Segmentation with Spiking Neuron Networks

9 years 1 months ago
Cell Microscopic Segmentation with Spiking Neuron Networks
Abstract. Spiking Neuron Networks (SNNs) overcome the computational power of neural networks made of thresholds or sigmoidal units. Indeed, SNNs add a new dimension, the temporal axis, to the representation capacity and the processing abilities of neural networks. In this paper, we present how SNN can be applied with efficacy for cell microscopic image segmentation. Results obtained confirm the validity of the approach. The strategy is performed on cytological color images. Quantitative measures are used to evaluate the resulting segmentations.
Boudjelal Meftah, Olivier Lezoray, Michel Lecluse,
Added 09 Nov 2010
Updated 09 Nov 2010
Type Conference
Year 2010
Where ICANN
Authors Boudjelal Meftah, Olivier Lezoray, Michel Lecluse, Abdelkader Benyettou
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