Suchir Gupta

Title: Suchir Gupta and Autonomous Vehicle Object Tracking.

Introduction

Suchir Gupta is an inventor based in Ada, Michigan. His patent work concerns machine-learning methods for detecting and tracking objects in the environment of an autonomous vehicle.

Latest Patents

Gupta is associated with one patent, titled “Systems and Methods for Detecting and Tracking Objects in an Environment of an Autonomous Vehicle.” The disclosed approach receives sensor data representing portions of an object, identifies the portion observed and estimated with the highest confidence, and determines features of that portion. It then trains a machine-learning model using those features and an error metric comparing the observed portion with corresponding ground-truth data. The trained model can be used to detect or track objects around an autonomous vehicle. Gupta’s reported patent count is 1 patent.

Career Highlights

Gupta is associated with Kodiak Robotics, Inc., a company working in autonomous vehicle technology. His patent reflects an approach to improving object perception by focusing model training on the most reliably observed portions of objects.

Collaborations

The provided information lists Collin C. Otis and Cole M. Miles as Gupta’s coworkers. Their shared association with Kodiak Robotics places them within the same professional context, though specific collaborative roles on the patent are not stated.

Conclusion

Suchir Gupta’s patent centers on using high-confidence sensor observations and machine learning to support object detection and tracking for autonomous vehicles.