Company Filing History:
Years Active: 2001-2009
Title: **Farid Khairallah: Innovator in Vision System Technologies**
Introduction
Farid Khairallah, located in Farmington Hills, MI, is a notable inventor and innovator with a strong background in vision systems and pattern recognition technologies. With a total of 13 patents to his name, Khairallah has significantly contributed to advancements in image classification and vehicle restraint systems.
Latest Patents
Among Khairallah's latest innovations are two pivotal patents. The first patent is titled "Method and apparatus for controlling classification and classification switching in a vision system." This system continuously images an area of interest and provides image signals, using a classifier to determine image classes along with associated confidence levels. The innovation includes a unique switching mechanism that responds to these confidence levels, particularly valuable when integrated into vehicle restraint systems.
The second patent, "Method and apparatus for arbitrating outputs from multiple pattern recognition classifiers," showcases a sophisticated system for classifying input images into several output classes. This invention involves a variety of classifiers that generate confidence values, allowing an arbitrator to select the most reliable classifier, thereby enhancing the accuracy of image classification processes.
Career Highlights
Throughout his career, Farid Khairallah has worked with several notable companies, including TRW Limited and TRW Automotive U.S. LLC. His experience in these organizations has helped shape his understanding of automotive systems and advanced imaging technologies, leading to his groundbreaking inventions.
Collaborations
In his professional journey, Khairallah has collaborated with esteemed colleagues such as Jon Kelly Wallace and Stephen R. W. Cooper. Their combined expertise has undoubtedly played a role in pushing the boundaries of innovation in the fields of vision systems and pattern recognition.
Conclusion
Farid Khairallah's contributions to the field of image classification and vehicle safety systems underscore his status as a significant inventor in modern technology. With a focus on enhancing the efficiency and reliability of vision systems, Khairallah continues to inspire future developments in the realm of automotive safety and image processing technologies.