Patents by Inventor Xingyi YOU

Xingyi YOU has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20250022165
    Abstract: The present invention discloses an interactive behavior understanding method for posture reconstruction based on skeleton and image features. The steps are as follows: constructing and preprocessing the data set, extracting skeleton and image features, fusing and reconstructing these features, and conducting experimental evaluation and validation. This method retains the purity of skeleton features for human behavior information extraction and uses image features to retain effective environmental information, complementing the model feature information. Skeleton features are extracted using a graph convolution network, enhancing the relevance of input skeleton point information for accurate feature extraction. Effective image features are quickly and accurately extracted through the Vision Transformer network combined with a multi-head attention mechanism.
    Type: Application
    Filed: June 27, 2024
    Publication date: January 16, 2025
    Applicant: CHINA UNIVERSITY OF MINING AND TECHNOLOGY
    Inventors: Xiaohu ZHAO, Xingyi YOU, Peng YOU, Sheng YE, Yong LIU