Traffic sign detection method and related equipment

A traffic sign and detection method technology, applied in the direction of neural learning methods, instruments, biological neural network models, etc., can solve problems such as delayed data reception, failure, abnormal network communication, etc., to avoid freezes or crashes, and reduce resource occupation , the effect of reducing the amount of calculation

Pending Publication Date: 2021-08-06
TENCENT TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0004] However, in practical applications, due to various factors such as the external environment or the vehicle-mounted terminal itself, the network communication between the map service device and the vehicle-mounted terminal is often abnormal, and problems such as data delay or reception failure occur, thereby reducing the speed of vehicle navigation. real-time and reliability, and even threaten the driving safety of self-driving vehicles

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  • Traffic sign detection method and related equipment
  • Traffic sign detection method and related equipment
  • Traffic sign detection method and related equipment

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Embodiment Construction

[0079] Aiming at the technical problems described in the Background Technology section, this application proposes that the terminal equipment on the vehicle (i.e., the vehicle terminal) realize traffic signs (i.e., road facilities that use words or symbols to transmit guidance, restrictions, warnings or instructions, which may include main Real-time detection of traffic signs and their corresponding smaller-sized auxiliary traffic signs), so as to accurately and reliably control or guide vehicles according to the traffic instruction information contained or represented by the detected traffic signs, and improve vehicle driving safety .

[0080] Specifically, the local image acquisition device on the vehicle can acquire the real traffic image in the direction of the vehicle. Compared with the road image collected and reported by the map collector in advance, the information contained in the real traffic image is consistent with the driving road facilities, which can Including v...

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Abstract

The invention provides a traffic sign detection method and related equipment, and the method comprises the steps of compressing a high-resolution traffic real scene image directly collected in the vehicle driving direction through a local vehicle-mounted terminal, reducing the image resolution, and carrying out the main traffic sign detection of an obtained to-be-detected image with a lower resolution; after a first main traffic sign in a traffic real-scene image is positioned, obtaining a potential image area of a first auxiliary traffic sign matched with the detected first main traffic sign in the traffic real-scene image according to priori knowledge of a main traffic sign detection result, and performing auxiliary traffic sign detection on the potential image area, therefore, the auxiliary traffic sign detection result is quickly and accurately obtained, the target position information mapped to the traffic real-scene image is obtained, the real-time performance and accuracy of vehicle control or road guidance achieved according to the target position information are improved, the calculated amount of the whole traffic sign detection process is very small, and the invention can be implemented locally by the vehicle terminal with poor computing power, and networking is not needed.

Description

technical field [0001] This application relates to the field of intelligent transportation applications, in particular to a traffic sign detection method and related equipment. Background technique [0002] Nowadays, with the application of intelligent transportation systems in scenarios such as intelligent driving and unmanned driving, map service devices usually provide road guidance data for vehicle terminals based on the traffic conditions between the starting position and the target position of the vehicle, so as to Guide the vehicle to drive safely and smoothly to the destination. [0003] Taking the map navigation scene as an example, usually the vehicle terminal is connected to the network and sends a navigation request to the map service device, so that the map server responds to the navigation request, determines the corresponding road image collected by the map collector using the image collection device, and feeds it back to the vehicle The terminal displays to ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V20/582G06V2201/07G06N3/045G06F18/22G06F18/214
Inventor 李德辉
Owner TENCENT TECH (SHENZHEN) CO LTD
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