Company Filing History:
Years Active: 2019-2021
Title: Gregory Jan Malysa: Innovator in Gesture Recognition Technology
Introduction
Gregory Jan Malysa is a notable inventor based in Richardson, TX (US). He has made significant contributions to the field of gesture recognition technology, holding 2 patents that showcase his innovative approach to utilizing radar systems for gesture detection.
Latest Patents
One of his latest patents is titled "Hidden Markov Model-Based Gesture Recognition with FMCW Radar." This system includes a frequency modulated continuous wave (FMCW) transceiver, a processor, and a memory. The memory stores program instructions that, when executed by the processor, enable the system to receive a signal representative of an FMCW signal reflected from an object of interest. The system applies a first Fourier transform to the signal to obtain range data, identifies a subset of the range data corresponding to a region of interest, and applies a second Fourier transform on the identified subset to obtain velocity data. Ultimately, it identifies a gesture performed by the object of interest based on at least a portion of the velocity data.
Another patent under his name is also focused on gesture recognition using a 77 GHz FMCW radar system. This innovation measures the signature of a gesturing hand to construct an energy distribution in velocity space over time. The gesturing hand is treated as a dynamical system with an unobservable 'state' that determines the sequence of associated observable velocity-energy distributions. A Hidden Markov Model is employed for gesture recognition, and a method for reducing the length of the feature vectors by a factor of 12 is introduced, re-parameterizing the feature vectors in terms of a sum of Gaussians without compromising recognition performance.
Career Highlights
Gregory Jan Malysa is currently associated with Texas Instruments Corporation, where he continues to develop cutting-edge technologies in the field of radar and gesture recognition. His work has positioned him as a key player in advancing the capabilities of gesture recognition systems.
Collaborations
He has collaborated with notable colleagues, including Murtaza Ali and Dan Wang, contributing to the innovative projects at Texas Instruments Corporation.
Conclusion
Gregory Jan Malysa's contributions to gesture recognition technology through his patents and work at Texas Instruments Corporation highlight his role as a leading inventor in this field. His innovative approaches continue to pave the way for advancements in how we interact with technology.