Michael L Carroll

Title: Michael L Carroll: Innovator in Object Recognition and Detection

Introduction

Michael L Carroll is a notable inventor based in Allen, TX (US). He has made significant contributions to the field of object recognition and detection through his innovative patent. His work focuses on utilizing reinforcement learning techniques to enhance the operation of programs in a sequential order.

Latest Patents

Michael L Carroll holds a patent for "Object recognition and detection using reinforcement learning." This patent discusses techniques for managing the operation of programs in a sequential order. The method includes receiving a query for an image that indicates characteristics of the image. It involves selecting a chain of algorithms configured to identify the image based on these characteristics. The process operates an algorithm of the selected chain in increased fidelity order on an input to produce a first result. Additionally, it operates a ground truth algorithm on the input to generate a second result. The first and second results are then compared to determine a probability of correctness (Pc) and a confidence interval (CI) for the algorithm. Finally, the chain of algorithms is altered based on the determined Pc and CI.

Career Highlights

Michael L Carroll is currently employed at Raytheon Company, where he applies his expertise in object recognition and detection. His work at Raytheon has allowed him to contribute to advancements in technology and innovation.

Collaborations

Throughout his career, Michael has collaborated with talented individuals such as Paul Christian