John Benjami Crenshaw

US Patent:

20220258052, Aug 18, 2022

Filed:

Dec 21, 2021

Appl. No.:

17/557857

Inventors:

- Seattle WA, US
Ansel Santosa - Seattle WA, US
Sean M. Robinson - Burien WA, US
John B. Crenshaw - Seattle WA, US

International Classification:

A63F 13/537
H04N 19/50
H04L 67/125
A63F 13/86
G06N 5/04
G06F 17/18
A63F 13/493
H04L 67/131

Abstract:

Systems and methods for capturing and utilizing multimedia-based analytics to generate predictions about game-play in computer-based games and contests. In an embodiment, a video feed analyzes one or more video feeds frame by frame to determine one or more features within each video frame. Each feature may be collected in a central data collector and converted to one or more metrics about each collected parameter or feature. These metrics may be used to analyze and predict various aspects of the underlying game or contest, such as probability of winning by one side or the other. Further, the predictive data and analytical data may be displayed on a display separate from actual gameplay or may be overlaid upon the game play video feed. In this manner, the overlay video may be synchronized with the original video feed to present predictive data in conjunction with the video data used to influence the predictive data at the time.

US Patent:

20200155942, May 21, 2020

Filed:

Jan 23, 2020

Appl. No.:

16/750878

Inventors:

- Seattle WA, US
Ansel Santosa - Seattle WA, US
Sean M. Robinson - Burien WA, US
John B. Crenshaw - Seattle WA, US

International Classification:

A63F 13/537
G06F 17/18
G06N 5/04
A63F 13/86
H04L 29/08
H04N 19/50
H04L 29/06
A63F 13/493

Abstract:

Systems and methods for capturing and utilizing multimedia-based analytics to generate predictions about game-play in computer-based games and contests. In an embodiment, a video feed analyzes one or more video feeds frame by frame to determine one or more features within each video frame. Each feature may be collected in a central data collector and converted to one or more metrics about each collected parameter or feature. These metrics may be used to analyze and predict various aspects of the underlying game or contest, such as probability of winning by one side or the other. Further, the predictive data and analytical data may be displayed on a display separate from actual gameplay or may be overlaid upon the game play video feed. In this manner, the overlay video may be synchronized with the original video feed to present predictive data in conjunction with the video data used to influence the predictive data at the time.

US Patent:

20180221769, Aug 9, 2018

Filed:

Feb 2, 2018

Appl. No.:

15/887117

Inventors:

- Seattle WA, US
Ansel C.S. Santosa - Seattle WA, US
Sean M. Robinson - Burien WA, US
John B. Crenshaw - Seattle WA, US

International Classification:

A63F 13/537
H04N 19/50
H04L 29/08
G06F 17/18
A63F 13/86
G06N 5/04

Abstract:

Systems and methods for capturing and utilizing multimedia-based analytics to generate predictions about game-play in computer-based games and contests. In an embodiment, a video feed analyzes one or more video feeds frame by frame to determine one or more features within each video frame. Each feature may be collected in a central data collector and converted to one or more metrics about each collected parameter or feature. These metrics may be used to analyze and predict various aspects of the underlying game or contest, such as probability of winning by one side or the other. Further, the predictive data and analytical data may be displayed on a display separate from actual gameplay or may be overlaid upon the game play video feed. In this manner, the overlay video may be synchronized with the original video feed to present predictive data in conjunction with the video data used to influence the predictive data at the time.