This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Gm Global Technolgoy Operations, Inc.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Ohad Rahamim: Innovator in Eye-Gaze Technology
Introduction
Ohad Rahamim is a notable inventor based in Netanya, Israel. He has made significant contributions to the field of neural networks, particularly in the area of eye-gaze direction-based training methods. His innovative approach has the potential to enhance object detection systems through advanced gaze prediction techniques.
Latest Patents
Ohad Rahamim holds a patent for a "System and method for eye-gaze direction-based pre-training of neural networks." This method involves obtaining an eye-gaze dataset that includes first images with associated gaze directions. A gaze prediction neural network is trained using this dataset to create a model capable of predicting gaze for external images. Additionally, a depth database is utilized, which contains second images with depth information. A disparity estimation neural network for object detection is then trained based on outputs from both the gaze prediction neural network and the depth database. This innovative method showcases his expertise in merging eye-tracking technology with neural network training.
Career Highlights
Ohad Rahamim is currently employed at Gm Global Technology Operations, Inc. His work focuses on developing advanced technologies that leverage eye-gaze data to improve machine learning models. His contributions to the field have been recognized for their potential impact on various applications, including augmented reality and human-computer interaction.
Collaborations
Ohad collaborates with talented professionals in his field, including Ron M Hecht and Dan Levi. These collaborations enhance the development of innovative solutions and foster a creative environment for technological advancements.
Conclusion
Ohad Rahamim is a pioneering inventor whose work in eye-gaze technology and neural networks is paving the way for future innovations. His patent and career achievements reflect his commitment to advancing technology in meaningful ways.