Cloud Detection Based on Texture Segmentation by Neural Network Methods

Ari Visa, Kimmo Valkealahti, Olli Simula

Helsinki University of Technology
Laboratory of Information and Computer Science
Rakentajanaukio 2 C, SF-02150 Espoo
Finland

Abstract

A new neural network based method for multichannel image segmentation is introduced. The segmentation result possesses also some classification capabilities. The segmentation and classification are based on a texture map. The texture map is created by a self-organizing process of feature vectors. This is performed in unsupervised way. The labelling is achieved by a supervised process.
In 1991 IEEE International Joint Conference on Neural Networks Singapore, November 18-21, 1991.
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