Company Filing History:
Years Active: 2025
Title: Marco Scoffier: Innovator in Autonomous Driving Technologies
Introduction
Marco Scoffier is a prominent inventor based in Lincroft, NJ (US). He has made significant contributions to the field of autonomous driving through his innovative patent. His work focuses on enhancing the perception capabilities of deep neural networks used in autonomous vehicles.
Latest Patents
Marco holds a patent titled "Ground truth data generation for deep neural network perception in autonomous driving applications." This patent describes an annotation pipeline that produces 2D and/or 3D ground truth data for deep neural networks, particularly for autonomous or semi-autonomous vehicle perception networks. The process begins with capturing sensor data from various types of sensors, which are then synchronized to align frames representing a similar world state. The aligned frames are sampled and organized into a sequence of annotation scenes for labeling. The annotation project is modular, allowing tasks to be encoded into a labeling tool that assigns tasks to labelers and organizes the input order. During the annotation tasks, different types of sensor data are presented simultaneously, providing useful contextual information. Once all tasks are completed, the resulting ground truth data can be exported in various formats.
Career Highlights
Marco Scoffier is currently employed at Nvidia Corporation, a leading company in graphics processing and AI technologies. His work at Nvidia focuses on advancing the capabilities of autonomous driving systems through innovative data generation techniques.
Collaborations
Marco collaborates with talented individuals such as Tilman Wekel and Joachim Pehserl, who contribute to the development of cutting-edge technologies in the field of autonomous driving.
Conclusion
Marco Scoffier's contributions to the field of autonomous driving through his innovative patent demonstrate his commitment to advancing technology in this critical area. His work at Nvidia Corporation and collaborations with other experts highlight the importance of teamwork in driving innovation forward.