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
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.