Company Filing History:
Years Active: 2022
Title: Eman Hassan: Innovator in Traffic Detection Technologies
Introduction
Eman Hassan is an accomplished inventor based in Bloomington, IN (US). He has made significant contributions to the field of traffic detection technologies, holding two patents that showcase his innovative approach to enhancing roadway safety.
Latest Patents
Eman Hassan's latest patents include "Semantically-consistent augmented training data for traffic light detection" and "Generative adversarial network models for small roadway object detection." The first patent focuses on methods, systems, and non-transitory computer-readable media for generating augmented data to train a deep neural network to detect traffic lights in image data. This method involves receiving a plurality of real roadway scene images, selecting a subset, and determining the likelihood of traffic light locations within those images. The process culminates in generating augmented roadway scene images to train a deep neural network model effectively.
The second patent addresses the detection of small objects in a roadway scene using Generative Adversarial Network (GAN) models. This system includes a camera coupled to a vehicle, which captures roadway scene images. An electronic controller processes these images to generate a GAN model, determining the likelihood of roadway object locations and detecting them within the scene.
Career Highlights
Eman Hassan has worked with notable companies such as Robert Bosch GmbH, where he has applied his expertise in developing advanced technologies for traffic detection. His work has contributed to improving the safety and efficiency of roadway systems.
Collaborations
Eman has collaborated with talented individuals in his field, including Nanxiang Li and Liu Ren. These partnerships have fostered innovation and the development of cutting-edge technologies in traffic detection.
Conclusion
Eman Hassan is a pioneering inventor whose work in traffic detection technologies is shaping the future of roadway safety. His patents reflect a commitment to innovation and the advancement of intelligent transportation systems.