Edge detection method based on inhibition internuncial neuron

Abstract

The present invention discloses an edge detection method based on inhibition internuncial neuron. The edge detection method based on inhibition internuncial neuron pays attentions to the attributes of the inhibition internuncial neuron to perform edge detection, and provides a novel edge feature detection model based on a gain modulation function. The edge feature detection model based on the gain modulation function can be taken as a space antagonism-type receptive field image edge feature detection method, is specially used for natural image analysis and has more abundant information than a classic edge detection method. The edge detection method based on inhibition internuncial neuron integrates the advantages of the space structure attributes of the excitatory neuron and the attributes of the inhibition internuncial neuron, and simulates the brain operation mechanism to a certain extent and can express the edge information and color information of the image. The information amount included by the edge detection model based on the gain modulation function is obviously higher than a classic edge detection model, and the edge detection model based on the gain modulation function can be taken as the edge detection model based on the neuromine connectionism.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to an edge detection method based on an inhibitory interneuron. Background technique [0002] The mechanics of the brain are critical and there is a diversity of neurons in all regions of the brain. Neurons (nerve cells) are the basic units that constitute the structure and function of the nervous system. Most sensory, cognitive and motor initiation functions depend on the interaction of a large number of neurons in the brain. After visual information is processed and processed by visual neurons at all levels, animals (including humans) can perceive and distinguish objects in the outside world. [0003] Interneurons are multipolar neurons that connect ascending and descending neurons in the nerve conduction pathway. The main function of interneurons is to form connections between neurons and play a role in communication. Given that most interneurons are inhibitory, they...

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Problems solved by technology

Given that most interneurons are inhibitory, able to inhibit the firing of other neurons without directly causing excitation in the brain

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