This inventor holds 1 USPTO granted patent. Top assignee: Bentley Systems, Inc.. 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: Rania Benrhaiem and Image-Based Sign Detection
Introduction
Rania Benrhaiem is an inventor associated with Bentley Systems, Inc. Her patent work includes a software-based approach to detecting and identifying signs in images.
Latest Patents
The provided information lists one patent for Benrhaiem: “Techniques for Detecting and Identifying Signs in Images.” The invention describes methods for detecting physical objects such as signs and assigning them to broader meta-classes, separately from identifying their specific names or other details. It also describes training a machine-learning detection model with image-level meta-class labels and combining text extracted through optical character recognition with visual clues from keypoint matching to identify detected objects.
Career Highlights
Benrhaiem is associated with Bentley Systems, Inc., a company focused on software for infrastructure and engineering. Her listed patent reflects work at the intersection of computer vision, machine learning, and image-based information retrieval.
Collaborations
The provided information names Israël Akobi as a coworker. No further details about their collaboration are available.
Conclusion
Rania Benrhaiem’s listed invention presents a structured approach to finding signs in images and identifying them through complementary visual and textual clues, with 1 patent attributed to her in the supplied information.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile