Company Filing History:
Years Active: 2015-2021
Title: Don Dongwoo Kim: Innovator in Machine Learning and Imagery Generation
Introduction
Don Dongwoo Kim is a notable inventor based in Bellevue, WA (US). He has made significant contributions to the fields of machine learning and imagery generation. With a total of 4 patents to his name, Kim's work is recognized for its innovative approaches and practical applications.
Latest Patents
One of Kim's latest patents focuses on generating training data for machine learning classifiers. In this invention, data representing a scene is received, which includes labeled elements such as walls, floors, ceilings, and various objects. The original scene can be modified in multiple ways to create new scenes, which can then be used to generate labeled training data for classifiers. This process involves placing a virtual sensor in the new scene and generating sensor output data based on its placement.
Another significant patent by Kim is related to planar panorama imagery generation. This invention outlines techniques for producing improved planar panorama imagery that can be utilized to view street-level locations along a desired path. The process involves detecting desired objects in source imagery and combining portions of the imagery to create a cohesive panorama that highlights these objects while minimizing non-desired elements.
Career Highlights
Don Dongwoo Kim is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work has had a substantial impact on the fields of machine learning and computer vision.
Collaborations
Kim has collaborated with notable colleagues, including Samuel Thomas Williams and Jonathan Paul Rosenberg. Their combined expertise contributes to the advancement of technology in their respective fields.
Conclusion
Don Dongwoo Kim is a prominent inventor whose work in machine learning and imagery generation has led to valuable patents and innovations. His contributions continue to shape the future of technology and enhance our understanding of complex systems.