Amit Agarwal

Title: Innovations of Amit Agarwal

Introduction

Amit Agarwal is a prominent inventor based in Monterey Park, California. He has made significant contributions to the field of technology, particularly in the areas of perception adaptation and action recognition systems. With a total of 11 patents to his name, Agarwal's work showcases his innovative approach to solving complex problems in object detection and recognition.

Latest Patents

Amit Agarwal's latest patents include a system for perception adaptation using probabilistic signal spatio-temporal logic. This system is designed to adapt to perception errors in object detection and recognition. It utilizes a perception module to receive data from the environment, generating perception probes that reflect the characteristics of object detections. By solving optimization problems based on spatial and temporal logic-based constraints, the system determines spatial and temporal perception parameters, which are then combined to estimate a final perception parameter. The perception module is subsequently adjusted based on this final parameter.

Another notable patent is the system for action recognition error detection and correction using probabilistic signal temporal logic. This system trains an action recognition system to generate true positive and false positive axioms. It classifies actions in video sequences, removing false classifications to ensure accurate action recognition. The remaining true classifications enable devices to be controlled based on the relevant situation.

Career Highlights

Amit Agarwal has worked with several notable companies throughout his career, including Hrl Laboratories and Maquet Cardiovascular. His experience in these organizations has contributed to his expertise in developing innovative technologies.

Collaborations

Agarwal has collaborated with talented individuals such as Hyukseong Kwon and Rajan Bhattacharyya. These collaborations have further enhanced his work and contributed to the success of his inventions.

Conclusion

Amit Agarwal's contributions to technology through his patents and collaborations highlight his innovative spirit and dedication to advancing the field. His work continues to influence the development of systems that improve object detection and action recognition.