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:
Aug. 20, 2019
Filed:
Jan. 12, 2018
Methods, apparatuses, and systems for reconstruction-free image recognition from compressive sensors
Henry Braun, Tempe, AZ (US);
Pavan Turaga, Chandler, AZ (US);
Andreas Spanias, Tempe, AZ (US);
Cihan Tepedelenlioglu, Chandler, AZ (US);
Henry Braun, Tempe, AZ (US);
Pavan Turaga, Chandler, AZ (US);
Andreas Spanias, Tempe, AZ (US);
Cihan Tepedelenlioglu, Chandler, AZ (US);
Arizona Board of Regents on Behalf of Arizona State University, Scottsdale, AZ (US);
Abstract
The disclosure relates to an image recognition algorithm implemented by a hardware control system which operates directly on data from a compressed sensing camera. A computationally expensive image reconstruction step can be avoided, allowing faster operation and reducing the computing requirements of the system. The method may implement an algorithm that can operate at speeds comparable to an equivalent approach operating on a conventional camera's output. In addition, at high compression ratios, the algorithm can outperform approaches in which an image is first reconstructed and then classified.