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Description: 利用信息熵，确定迭代次数，完成pcnn脉冲耦合神经网络的图像分割-The use of information entropy, determine the number of iterations, complete PCNN PCNN image segmentation
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Size: 1024 |
Author: zc |
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Description: 基于PCNN的特征提取,PCNN用于特征提取时，具体平移、旋转、尺度、扭曲等不变性，这正是许多年来基于内容的图像检索系统追求的目标，同时PCNN用于特征提取时，有很好的抗噪性。而且PCNN直接来自于哺乳动物视觉皮层神经的研究，具有提取图像形状，纹理，边缘的属性。用PCNN能很好地对图像进行签名，将二维的图像的特征提取成一维矢量签名。-Feature extraction of specified object is an
important preprocessing stage in machine vision
systems. In this paper, we present a novel hybrid
feature extraction method using PCNN (Pulse Coupled
Neural Network) and shape information. First, we use
PCNN firing map train to formulate object’s time
signature, then we use roundness of each firing map to
formulate object’s shape information vector, the final
feature matrix we got is combined time signature and
roundness. We take correlations as our judge criteria
in our experiments. It has been proved that the
algorithm is not sensitivity with the rotation, scaling
and translation of the object and is a useful method for
target recognition applications.
Platform: |
Size: 1024 |
Author: wangxiaofei |
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Description: 使用pcnn（脉冲耦合神经元网络）对图像进行分解-Use pcnn (pulse coupled neural networks) image decomposition
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Size: 1024 |
Author: yb |
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