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:
Dec. 19, 2023

Filed:

Aug. 29, 2019
Applicant:

Ecole Polytechnique Federale DE Lausanne (Epfl), Lausanne, CH;

Inventors:

Dimitris Perdios, Lausanne, CH;

Adrien Besson, Marseilles, FR;

Florian Martinez, Chavannes-près-Renens, CH;

Marcel Arditi, Aïre, CH;

Jean-Philippe Thiran, Granges, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 29/44 (2006.01); G01N 29/04 (2006.01); G01N 29/06 (2006.01); G01N 29/11 (2006.01); G01S 7/52 (2006.01); G01S 15/89 (2006.01); G06T 11/00 (2006.01);
U.S. Cl.
CPC ...
G01N 29/4481 (2013.01); G01N 29/043 (2013.01); G01N 29/0654 (2013.01); G01N 29/11 (2013.01); G01S 7/52046 (2013.01); G01S 7/52077 (2013.01); G01S 15/8977 (2013.01); G06T 11/005 (2013.01); G01N 2291/023 (2013.01); G01N 2291/106 (2013.01); G06T 2211/424 (2013.01);
Abstract

The present invention concerns an array processing image reconstruction method comprising: receiving a set of echo waveforms as measurements from the object of interest; defining a measurement model linking an unknown image of the object to the measurements; defining a data fidelity functional using the measurement model; defining a regularisation functional using a trained non-linear mapping, the regularisation functional comprising prior knowledge about the unknown image; defining an optimisation problem involving the data fidelity functional and the regularisation functional for obtaining a first image estimate of the unknown image; and solving the optimisation problem to obtain the first image estimate.


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