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A construction method of compound eye photoelectric system based on digital twin technology

A technology of an optoelectronic system and a construction method, which is applied in the field of construction of a compound eye-like optoelectronic system, can solve the problems that the observation ability of moving targets is not as good as that of insect compound eyes, the ability to discover key targets is reduced, and the advantages of cooperation are not exerted, and the effect of improving the ability of rapid detection is achieved.

Active Publication Date: 2022-03-29
TAIYUAN UNIV OF TECH
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0002] Insect compound eyes have a large field of view, high resolution, and real-time detection capabilities for fast-moving targets. Based on the principle of bionics, scientists have produced multiple compound eye-like photoelectric detection systems, which are practical for astronomical and space target detection tasks; although The structure of the existing compound eye-like photoelectric detection system imitates the compound eyes of insects, but its ability to observe moving targets is far inferior to that of insect compound eyes. The main problems and reasons can be summarized as follows: First, in the current compound eye-like system, each single eye independently work, did not give full play to the advantages of cooperation, and reduced the ability to discover key targets; second, due to processing errors and external interference, the imaging quality of each monocular in the quasi-compound eye system has certain differences, resulting in its overall resolution being limited by the highest imaging quality. The third is that according to the requirements of observation resolution and field of view coverage, each camera equipped with a single eye often has a number of pixels on the order of millions, and each observation can simultaneously obtain images of thousands of targets, making it Unable to detect, track and warn key moving targets in real time

Method used

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Embodiment Construction

[0018] The present invention will be described in further detail below.

[0019] The invention discloses a construction method of a compound eye-like photoelectric system based on digital twin technology. The construction method obtains the original detection signal from a single eye, uses a digital twin model to train and optimize a compound-eye-like detection system and a direct-connected data processing framework, and improves a compound-eye-like system. The rapid detection capability of the photoelectric system for real-time moving targets includes the following steps:

[0020] Step 1. Establish a direct-connected data processing framework based on the deep neural network. The direct-connected data processing framework obtains original detection signals from several monocular eyes; the direct-connected data processing framework includes image preprocessing, information summarization and target detection. The preprocessing part starts from the point spread function PSF of t...

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Abstract

The invention belongs to the field of compound eye-like photoelectric technology; the existing compound-eye photoelectric detection system imitates the compound eyes of insects in structure, but the observation ability of moving targets is far inferior to that of insect compound eyes, and the imaging is easily disturbed, and cannot detect and track key moving targets in real time and early warning, the present invention provides a construction method based on the digital twin technology-like compound eye photoelectric system, which obtains the original detection signal from the single eye, uses the digital twin model to train and optimize the compound-eye-like detection system and the direct-connected data processing framework, and improves the compound-eye-like photoelectric system For the rapid detection ability of real-time moving targets, the digital twin technology is used to model the compound eye-like photoelectric detection system and detection targets, which reduces the limitations of hardware conditions and environments. Rapid detection capability of moving targets.

Description

technical field [0001] The present invention relates to a compound-eye-like photoelectric system based on digital twin technology, and more specifically, to a construction method of a compound-eye-like photoelectric system based on digital twin technology. Background technique [0002] Insect compound eyes have a large field of view, high resolution, and real-time detection capabilities for fast-moving targets. Based on the principle of bionics, scientists have produced multiple compound eye-like photoelectric detection systems, which are practical for astronomical and space target detection tasks; although The structure of the existing compound eye-like photoelectric detection system imitates the compound eyes of insects, but its ability to observe moving targets is far inferior to that of insect compound eyes. The main problems and reasons can be summarized as follows: First, in the current compound eye-like system, each single eye independently work, did not give full pla...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/20G06N3/04G06N3/08
CPCG06F30/20G06N3/08G06N3/045
Inventor 贾鹏贺田贾奇伟王伟华
Owner TAIYUAN UNIV OF TECH
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