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《Journal of Marine Sciences》 2006-02
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A new classification method for coast remote sensing image

WU Jun-ping,MAO Zhi-hua,CHEN Jian-yu,PAN De-lu(Second Institute of Oceanography,SOA,Laboratory of Ocean Dynamic Processes and Satellite Oceanography,SOA,Hangzhou 310012,China)  
The "salt and pepper" is a serious problem of traditional pixel-based classification method when processing the coastal image with dynamic land types. A new classification approach based on plot segmentation is proposed in this paper.An image is segmented into a series of plots according to their spectral features in an appropriate scale to make sure majority pixels in one plot have similar spectrum.And then,within each plot,the intensity of all pixels in each band is averaged and replaced by the average value.In this case,all pixels will be classified into the same class,avoiding the "salt and pepper",and all of classes are totally independent.Experiments show that this new approach is not only easy for image vectorization and object extraction,but also able to improve the classification accuracy.
【CateGory Index】: TP751
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