Hyukseong Kwon

Title: Hyukseong Kwon: Innovator in Autonomous Driving Technology

Introduction

Hyukseong Kwon, based in Thousand Oaks, CA, is an accomplished inventor with an impressive portfolio of 32 patents. His innovative contributions primarily focus on advancing technologies in autonomous driving, particularly in the realms of road sign interpretation and perception adaptation.

Latest Patents

One of Kwon's latest inventions is the "Scalable Road Sign Interpretation System for Autonomous Driving." This revolutionary system employs a front-facing camera to collect image data of multiple road signs. It utilizes a first convolutional neural network (CNN) to predict sign instances and a second CNN to extract text candidates from the signs. This technology not only provides accurate localization of signs but also synthesizes the text through an optical character recognizer (OCR) to ensure clear semantic interpretation.

Another notable patent is the "Perception Adaptation Using Probabilistic Signal Spatio-Temporal Logic System." This innovation addresses perception errors in object detection and recognition. It operates through a perception module that generates perception probes based on environmental data. By applying spatial and temporal logic-based constraints, Kwon's system optimizes parameters to enhance the reliability of perception modules, thereby improving the accuracy of mobile platforms in dynamic environments.

Career Highlights

Hyukseong Kwon has been associated with prominent companies such as The Boeing Company and General Motors Global Technology Operations, where he has applied his expertise in developing cutting-edge technology solutions. His work at these organizations has solidified his reputation as a leading innovator in technology.

Collaborations

Throughout his career, Kwon has collaborated with notable individuals, including Rajan Bhattacharyya and Kyungnam Kim. These partnerships have contributed to the development and refinement of his advanced patent systems, showcasing a solid network within the technology research community.

Conclusion

In summary, Hyukseong Kwon is a pioneering inventor dedicated to advancing autonomous driving technology through his innovative patents. His contributions not only enhance the capabilities of modern vehicles but also significantly improve safety and efficiency on the roads. With an extensive patent portfolio and collaborations with industry professionals, Kwon continues to lead the charge in technology innovations.