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:
Nov. 18, 2025
Filed:
Mar. 17, 2023
Morgan State University, Baltimore, MD (US);
Arlene Cole-Rhodes, Bel Air, MD (US);
Greig Richmond, Severn, MD (US);
Morgan State University, Baltimore, MD (US);
Abstract
A scale-based, convolutional, long-short term memory (LSTM) network is developed for image deblurring. Multi-scale information is obtained using dilated convolutions shared between scales using recurrent connections resulting in low-parameter count and to deblur an image without the use of prior information. Effectiveness is evaluated with industry standard datasets. Results show that a comparable sharp image can be recovered more efficiently even with a significant reduction in the total number of network parameters.
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