• 模式识别与图像处理 •

### 一种基于视皮层神经元模型的彩色图像签名算法

1. 鲁东大学信息与电气工程学院 烟台264025,鲁东大学数学与统计学院 烟台264025,鲁东大学信息与电气工程学院 烟台264025,鲁东大学信息与电气工程学院 烟台264025
• 出版日期:2018-11-14 发布日期:2018-11-14
• 基金资助:
本文受国家自然科学基金项目(61170161,2,61100115),山东省科技发展计划项目(2012YD01056),山东省自然科学基金项目(ZR2012FM008),鲁东大学博士基金项目(LY201222,LY2013001)资助

### Color Image Signature Algorithm Based on Visual Cortex Neuron Model

KOU Guang-jie, MA Yun-yan, YUE Jun and ZOU Hai-lin

• Online:2018-11-14 Published:2018-11-14

Abstract: After studying the color image signature problem,a triple-channel spiking cortical model(TSCM)was proposed based on the working principle of mammalian visual cortex neuron model.The invariant characteristics of color image can be extracted effectively by TSCM.On the one hand,TSCM has the properties of ordinary pulse coupled neural network,such as invariances of translation,rotation,and scale.On the other hand,TSCM has more robust characteristics when it faces with the noise.At the same time,the algorithm is more compact and efficient.In the end,the effectiveness of TSCM was proved by the results of experiment and simulation.

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