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.
Patent No.:
Date of Patent:
Jan. 23, 2024
Filed:
Jun. 08, 2020
Shanghai Jiaotong University, Shanghai, CN;
Yadong Liu, Shanghai, CN;
Yingjie Yan, Shanghai, CN;
Siheng Xiong, Shanghai, CN;
Ling Pei, Shanghai, CN;
Zhe Li, Shanghai, CN;
Peng Xu, Shanghai, CN;
Lei Su, Shanghai, CN;
Xiaofei Fu, Shanghai, CN;
Xiuchen Jiang, Shanghai, CN;
Shanghai Jiaotong University, Shanghai, CN;
Abstract
The present invention provides a high-precision identification method and system for substations, including building a Mask RCNN objection recognition network model based on convolutional neural networks; inputting acquired image information of a object into the Mask RCNN object recognition network model for preliminary recognition and outputting a recognition result of the object; using an information entropy to create a semantic decision tree and correcting the recognition result of the object according to a principle of relative correlation between different objects and outputting a final recognition decision result; reading the recognition decision result to obtain a true type of the object to be recognized. The present invention greatly improves the accuracy of image recognition of substations, and has a positive role in the research and development of automatic inspection equipment for inspection robots.