Company Filing History:
Years Active: 2024
Title: Innovator Jens Langenberg: Pioneering Computer Vision Technologies
Introduction
Jens Langenberg, an inventor based in Redwood City, California, has made significant contributions to the field of computer vision and machine learning. With a total of four patents to his name, Langenberg specializes in developing advanced technologies designed to enhance vehicle perception and object tracking capabilities.
Latest Patents
Langenberg's most recent innovations showcase his work in creating a computer vision system for object tracking and time-to-collision technologies. This system employs a contour extractor apparatus to extract contours from image data. By mapping offsets between grid points of current and subsequent image maps, it calculates image velocity vectors, leading to a precise determination of object movement based on warping techniques.
In addition, he has developed methods for generating synthetic training data for machine learning models utilizing simulated environments. This patented method involves generating candidate training data, training machine learning models, and enhancing segmentation effectiveness through continual adjustments based on performance metrics, specifically monitoring the mean intersection-over-union (MIOU) for optimization.
Career Highlights
Jens Langenberg currently contributes his expertise at Volkswagen AG, where he plays an integral role in advancing perception technologies that support automotive innovation. His work not only reflects technical prowess but also addresses the growing need for real-time data processing in modern vehicles, enhancing safety and efficiency on the roads.
Collaborations
Throughout his career, Langenberg has collaborated with noteworthy professionals such as Edmund Dawes Zink and Qiang Liu. These partnerships bring together a wealth of knowledge, facilitating the development of cutting-edge technologies that push the boundaries of what is possible in the realm of computer vision and machine learning.
Conclusion
As an inventor shaping the future of vehicle perception systems, Jens Langenberg stands out for his commitment to innovation. His latest patents reveal a deep understanding of imaging technologies and their application in real-world scenarios, promising safer and smarter transportation solutions. The advancements initiated by Langenberg and his colleagues are sure to have a lasting impact on both the automotive industry and the landscape of technology as a whole.