Computer Science ›› 2015, Vol. 42 ›› Issue (Z11): 189-191.

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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.

Key words: Spiking cortical model,Pulse coupled neural network,Color image signature,Visual cortex neuron

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