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Remote Sensing Image Segmentation with Probabilistic Neural Networks 被引量:4

Remote Sensing Image Segmentation with Probabilistic Neural Networks
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摘要 This paper focuses on the image segmentation with probabilistic neural networks (PNNs). Back propagation neural networks (BpNNs) and multi perceptron neural networks (MLPs) are also considered in this study. Especially, this paper investigates the implementation of PNNs in image segmentation and optimal processing of image segmentation with a PNN. The comparison between image segmentations with PNNs and with other neural networks is given. The experimental results show that PNNs can be successfully applied to image segmentation for good results. This paper focuses on the image segmentation with probabilistic neural networks (PNNs). Back propagation neural networks (BpNNs) and multi perceptron neural networks (MLPs) are also considered in this study. Especially, this paper investigates the implementation of PNNs in image segmentation and optimal processing of image segmentation with a PNN. The comparison between image segmentations with PNNs and with other neural networks is given. The experimental results show that PNNs can be successfully applied to image segmentation for good results.
作者 LIUGang
机构地区 lecturer
出处 《Geo-Spatial Information Science》 2005年第1期28-32,49,共6页 地球空间信息科学学报(英文)
关键词 图像分割 概率神经网络 遥感测量 光学处理 image segmentation probabilistic neural network(PNN)
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参考文献8

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