This inventor holds 1 USPTO granted patent. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2012.
Company Filing History:
Years Active: 2012
Title: Mark Finnochio: Innovator in Human Body Tracking Technology
Introduction
Mark Finnochio is an accomplished inventor based in Redmond, WA (US). He has made significant contributions to the field of human body tracking technology. His innovative approach has led to the development of a unique patent that enhances the capabilities of machine learning algorithms in this domain.
Latest Patents
Mark Finnochio holds a patent titled "Proxy training data for human body tracking." This patent focuses on generating synthesized body images for a machine learning algorithm designed for a body joint tracking system. The invention involves retargeting frames from motion capture sequences to various body types, thereby leveraging the motion capture data effectively. To ensure the machine learning algorithm receives a diverse set of images, dissimilar frames are identified using a similarity metric. This metric helps locate frames that are sufficiently distinct based on a defined threshold distance. Additionally, to enhance realism, noise is added to the depth images, simulating the conditions a real-world depth camera would encounter. The patent also allows for random variations in retargeting, providing depth images along with corresponding classification images that label body parts. Furthermore, 3-D scene elements can be included to enrich the data set.
Career Highlights
Mark Finnochio is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate and contribute to advancements in technology. His work focuses on enhancing machine learning applications, particularly in the realm of human body tracking.
Collaborations
Throughout his career, Mark has collaborated with notable professionals in the field, including Andrew William Fitzgibbon and Jamie Shotton. These collaborations have further enriched his work and contributed to the development of cutting-edge technologies.
Conclusion
Mark Finnochio's contributions to human body tracking technology through his innovative patent demonstrate his expertise and commitment to advancing the field. His work at Microsoft Technology Licensing, LLC, along with his collaborations, positions him as a key figure in the ongoing evolution of machine learning applications.