A Cellular Neural Network for Zooming Digital Colour Images

A Cellular Neural Network for Zooming Digital Colour Images

In this paper we propose a novel zooming algorithm based on the use of cellular neural networks (CNNs). The CNNs have been used successfully in many areas of image processing showing good performance with high speed computation capability. In this work, we propose a CNN applied to digital colour ima...

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Bibliographic Details
Published in:2008 Digest of Technical Papers - International Conference on Consumer Electronics pp. 1 - 2
Main Authors: Battiato, S., Giuffrida, E.U., Rundo, F.
Format: Conference Proceeding
Language:English
Published: IEEE 01-01-2008
Subjects:
Analog computers
Cellular neural networks
Cloning
Digital cameras
Digital images
High performance computing
Image generation
Image processing
Stability
Very large scale integration
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Summary:In this paper we propose a novel zooming algorithm based on the use of cellular neural networks (CNNs). The CNNs have been used successfully in many areas of image processing showing good performance with high speed computation capability. In this work, we propose a CNN applied to digital colour image enlargement. Moreover, an adaptive gradient-driven enhancement process is used to improve the quality of the enlarged image generated by the CNN processing. The reported experimental results show the effectiveness of the proposed algorithm.
ISBN:142441458X
9781424414581
ISSN:2158-3994
2158-4001
DOI:10.1109/ICCE.2008.4587924