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| The Remote Sensing Image Classification Based on Generalized Learning
Vector Quantization Algorithm |
| Liu Wei①; Cui Bao-xia② |
①Shandong Institute of Business and Technology, Yantai 264005, China;
②System Engineering Institute, Shenyang University of Technology, Shenyang 110023, China |
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Abstract After comparing Learning Vector Quantization (LVQ) algorithm and Generalized Learning Vector Quantization (GLVQ) algorithm, this paper establishes a GLVQ-based classification model for remote sensing image. With the experimental applications of land-over classification with the presented model, the GLVQ classifier has higher recognition rate, faster convergence speed and wider adaption range than conventional classifier and LVQ classifier.
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Received: 29 November 2004
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2006, Vol. 28 
