Steven J Shumadine

Title: Steven J Shumadine: Innovator in Decentralized Control and Vehicle Classification

Introduction

Steven J Shumadine is a notable inventor based in Herndon, VA (US). He has made significant contributions to the fields of decentralized control and image-based vehicle classification. With a total of 2 patents, his work reflects a commitment to advancing technology in practical applications.

Latest Patents

One of Shumadine's latest patents is titled "Decentralized control via adaptive importance encoding." This patent discusses devices, systems, and methods for decentralized device management. The method includes receiving a first message from a second device, implementing a first machine learning (ML) model that operates on the received first message and an observation to determine the next objective to be completed by the first device, and training a simulator to produce the first message based on the observation.

Another significant patent is "Image-based vehicle classification." In this invention, a computer obtains image frames and identifies a chip within those frames, with the chip's position and dimensions determined based on lane width. The computer selects a subset of image frames based on the speed and length of a vehicle passing through the camera's field of view. It then takes the identified chip from each image frame in the subset as input to an artificial neural network (ANN). The computer provides each chip to the ANN to generate outputs, which are then used to identify the vehicle's shape, number of axles, and number of segments.

Career Highlights

Steven J Shumadine is currently employed at Raytheon Company, where he applies his innovative ideas to real-world challenges. His work at Raytheon has allowed him to contribute to cutting-edge technology in defense and aerospace sectors.

Collaborations

Shumadine has collaborated with notable coworkers such as Darrell Young and Jonathan Goldstein. Their teamwork has fostered an environment of innovation and creativity, leading to advancements in their respective fields.

Conclusion

Steven J Shumadine is a distinguished inventor whose work in decentralized control and vehicle classification showcases his innovative spirit. His contributions to technology continue to impact various industries positively.