This inventor holds 2 USPTO granted patents. Top assignee: Siemens Healthineers Ag. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Laura Pfaff and Image De-Noising Innovation.
Introduction
Laura Pfaff is an inventor based in Lohr, Germany. Her patent work includes a machine-learning training method designed to improve image de-noising.
Latest Patents
Pfaff is associated with 1 patent, titled “Training Method for a System for De-Noising Images.” The invention describes training a machine-learning model using complex-valued image repetitions. It first corrects the phases of the repetitions so their phases are consistent, then calculates signal images and a noise map based on the standard deviation between those images. The model is trained using the signal images, the noise map, and a loss function based on Stein’s unbiased risk estimator.
Career Highlights
Pfaff is associated with Siemens Healthineers AG. Her patent reflects the application of machine learning and statistical estimation to image processing.
Collaborations
The provided information identifies Tobias Würfl and Marcel Dominik Nickel as Pfaff’s coworkers. Their names are associated with her professional context, though specific roles in the patent are not stated.
Conclusion
Laura Pfaff’s patent describes a structured approach to training machine-learning systems for image de-noising, combining phase correction, noise estimation, and Stein’s unbiased risk estimator.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile