Othmane Marfoq

Title: Othmane Marfoq and Image Retrieval Innovation

Introduction

Othmane Marfoq is an inventor based in Vitry-sur-Seine, France. His patent work includes an image retrieval system designed to help rank images of cargo captured using penetrating radiation.

Latest Patents

Marfoq is associated with 1 patent, titled “Image Retrieval System.” The invention describes a method for training a system to rank cargo images in response to a query image. It uses annotated training images, with each image labeled by cargo type, and applies deep learning to learn relevant visual features. The method includes a feature-extraction convolutional neural network and an aggregated generalized mean pooling layer that incorporates spatial information from images.

Career Highlights

Marfoq is associated with Smiths Detection France S.A.S., a company working in detection technologies. His patent reflects the use of deep learning and image analysis in cargo screening.

Collaborations

The provided information names Alireza Moshayedi and Najib Gadi as Marfoq’s coworkers. Their names are also associated with the professional context surrounding his work.

Conclusion

Othmane Marfoq’s patent describes a deep-learning-based approach to retrieving and ranking cargo images, connecting image analysis with detection applications.