Baris Evrim Demiroz

Title: Innovations of Baris Evrim Demiroz

Introduction

Baris Evrim Demiroz is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of autonomous systems, particularly in hazard detection technologies. With a total of three patents to his name, Demiroz is recognized for his innovative approaches to enhancing safety in autonomous environments.

Latest Patents

Demiroz's latest patents include "Hazard detection using occupancy grids for autonomous systems and applications." This invention involves a hazard detection system that plots hazard indicators from multiple detection sensors onto grid cells of an occupancy grid corresponding to a driving environment. As the ego-machine travels along a roadway, sensors capture data representing the driving environment. The system analyzes this data to determine the existence and location of hazards within the occupancy grid. When a hazard is detected, the system plots an indicator to the corresponding grid cell, predicting whether it is occupied by a hazard based on the confidence of the hazard indicators.

Another notable patent is "Particle-based hazard detection for autonomous machine." This system fuses outputs from multiple sensors over time to determine the probability of a stationary object or hazard existing at a location. It calculates a detection bounding shape for detected objects and generates a set of particles, each with a confidence value indicating the likelihood of an object existing at a corresponding location. The system captures additional sensor data to improve the accuracy of the confidence values, enhancing the depth predictions related to the object.

Career Highlights

Baris Evrim Demiroz is currently employed at Nvidia Corporation, where he continues to develop cutting-edge technologies in the field of autonomous systems. His work focuses on improving safety and efficiency in autonomous driving applications.

Collaborations

Demiroz collaborates with talented individuals such as Sangmin Oh and Dong Zhang, contributing to the advancement of innovative solutions in their field.

Conclusion

Baris Evrim Demiroz is a prominent inventor whose work in hazard detection for autonomous systems has the potential to significantly enhance safety in driving environments. His contributions through patents and collaboration with industry professionals underscore his commitment to innovation.