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:
Jul. 12, 2022
Filed:
Feb. 13, 2020
Applicant:
Rutgers, the State University of New Jersey, New Brunswick, NJ (US);
Inventors:
Dimitris Metaxas, New Brunswick, NJ (US);
Zachary A. Daniels, New Brunswick, NJ (US);
Assignee:
RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY, New Brunswick, NJ (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/40 (2022.01); G06F 17/15 (2006.01); G06K 9/62 (2022.01); G06N 3/04 (2006.01); G06F 17/16 (2006.01);
U.S. Cl.
CPC ...
G06V 20/41 (2022.01); G06F 17/15 (2013.01); G06F 17/16 (2013.01); G06K 9/6267 (2013.01); G06N 3/04 (2013.01);
Abstract
An image processing neural network system includes a base net of at least one convolutional layer and at least one pooling layer; and a scenario block layer. The scenario block layer performs scene classification and generates a dictionary of scenarios and a vector of scenario encoding coefficients to output a probabilistic scene class assignment and the vector of scenario encoding coefficients. The vector of scenario encoding coefficients corresponds to reasoning for the scene classification.