The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 23, 2025

Filed:

Jan. 21, 2022
Applicant:

Tongji University, Shanghai, CN;

Inventors:

Bin He, Shanghai, CN;

Gang Li, Shanghai, CN;

Runjie Shen, Shanghai, CN;

Zhongpan Zhu, Shanghai, CN;

Zhipeng Wang, Shanghai, CN;

Jie Chen, Shanghai, CN;

Xudong Wang, Shanghai, CN;

Assignee:

Tongji University, Shanghai, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G01M 5/00 (2006.01); G05D 1/00 (2024.01); G06T 5/70 (2024.01); G06T 5/92 (2024.01); G06T 7/20 (2017.01); G06T 7/70 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G01M 5/0033 (2013.01); G01M 5/0075 (2013.01); G01M 5/0091 (2013.01); G05D 1/101 (2013.01); G06T 5/70 (2024.01); G06T 5/92 (2024.01); G06T 7/20 (2013.01); G06T 7/70 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Tunnel defect detecting method and system using unmanned aerial vehicle (UAV) are provided, and the UAV is equipped with a light-emitting diode (LED) module, a camera, a laser radar, an ultrasonic distance meter and an inertial measurement unit (IMU). The method includes: collecting images in a tunnel based on the LED module and the camera to obtain a training image set; training by using the training image set to obtain a defect detecting model, collecting real-time tunnel images, detecting suspected defects to the real-time tunnel images by the defect detecting model, obtaining pose information of the UAV based on the camera, the laser radar, the ultrasonic distance meter and the IMU to control the UAV to hover. The method can realize accurate pose estimation and defect detection in the tunnel with no GPS signals and highly symmetrical inside.


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