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Target detection method, device, equipment, computer equipment and storage medium

A target detection and target technology, applied in the field of image processing, can solve problems such as difficult real-time performance, high false alarm rate, and low scene adaptability, and achieve the effect of improving detection accuracy and reducing false alarm rate

Active Publication Date: 2021-11-30
TIANWEI ELECTRONICS SYST ENG
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Problems solved by technology

[0003] The principle of the method of multi-scale space theory is relatively complicated, the adaptability to the scene is not high in the actual scene, and the real-time performance is not easy to achieve
For methods based on machine learning, this type of method requires a large amount of training data to train classifiers, but what is lacking in target detection research is data.
[0004] However, the current method has problems such as high false alarm rate.

Method used

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  • Target detection method, device, equipment, computer equipment and storage medium
  • Target detection method, device, equipment, computer equipment and storage medium
  • Target detection method, device, equipment, computer equipment and storage medium

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[0058] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0059] A target detection method provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. The terminal 102 acquires the target image, and transmits the target image to the server 104, and the server 104 processes the target image, specifically as follows: using the maximum entropy and area combination algorithm to perform the first target detection on the target image and adopt the structure The meta-top-hat algorithm performs second target detecti...

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Abstract

The present application relates to a target detection method, device, equipment, computer equipment and storage medium. The method includes: acquiring a target image, performing a first target detection on the target image by using a maximum entropy and area combination algorithm, and performing a second target detection switching process on the target image by using a structural element top-hat algorithm, so as to obtain The first target or the second target in the target image. The method can improve the detection accuracy and reduce the false alarm rate.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to a target detection method, device, equipment, computer equipment and storage medium. Background technique [0002] With the development of image processing technology, algorithms for detecting objects of different sizes in images have emerged. Among them, methods using multi-scale space theory and methods related to machine learning are included. [0003] The principle of the method of multi-scale space theory is relatively complicated, and the adaptability to the scene is not high in the actual scene, and the real-time performance is not easy to achieve. For methods based on machine learning, this type of method requires a large amount of training data to train classifiers, but what is lacking in target detection research is data. [0004] However, the current method has problems such as high false alarm rate. Contents of the invention [0005] Based on t...

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Application Information

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IPC IPC(8): G06T7/73G06T7/12G06T7/194G06T7/136G06T5/00
Inventor 王晓鹏胡锦龙李婷
Owner TIANWEI ELECTRONICS SYST ENG