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:
Apr. 30, 2024

Filed:

Sep. 30, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Chuan Ran, Morrisville, NC (US);

Junhui Wang, Cary, NC (US);

Guandong Zhu, Raleigh, NC (US);

Yongchang Cui, Cary, NC (US);

Shuyan Lu, Cary, NC (US);

Yang Yang, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06V 20/40 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06V 20/42 (2022.01); G06V 20/46 (2022.01);
Abstract

Disclosed are techniques for quantifying physical qualities of a ball returned by a player using a loop drive technique, such as in table tennis, and generating a corresponding quantitative summary of the overall quality of the loop drive technique based on the quantified physical qualities. Image processing techniques are applied to historical video recordings of balls returned using loop drive techniques to quantify physical properties of said balls. A machine learning model is generated using the quantified physical properties to determine relative significance of specific qualities and their corresponding quantified values to the overall quality or success of loop drive techniques, such as in table tennis matches.


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