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. 04, 2023

Filed:

Jul. 02, 2018
Applicant:

The Johns Hopkins University, Baltimore, MD (US);

Inventors:

Andreas G. Andreou, Baltimore, MD (US);

Tomas Figliolia, Silver Spring, MD (US);

Assignee:

Other;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06N 20/00 (2019.01); G06F 7/70 (2006.01); G06K 9/62 (2022.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06F 7/70 (2013.01); G06N 20/00 (2019.01); G06F 17/18 (2013.01); G06K 9/6296 (2013.01);
Abstract

A reconfigurable computing architecture for Bayesian Online ChangePoint Detection (BOCPD) is provided. In an exemplary embodiment, the architecture may be employed for use in video processing, and more specifically to computing whether a pixel in a video sequence belongs to the background or to an object (foreground). Each pixel may be processed with only information from its intensity and its time history. The computing architecture employs unary fixed point representation for numbers in time, using pulse density or random pulse density modulation—i.e., a stream of zeros and ones, where the mean of that stream represents the encoded value.


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