Company Filing History:
Years Active: 2023-2024
Title: Innovations by Darshan Singh Panesar
Introduction
Darshan Singh Panesar is a notable inventor based in Toronto, Canada. He has made significant contributions to the field of technology, particularly in the detection of synthesized videos of humans. With a total of two patents to his name, Panesar is recognized for his innovative approaches to complex problems.
Latest Patents
Panesar's latest patents focus on a system and method for the detection of synthesized videos of humans. The method involves determining blood flow signals using a first machine learning model trained with a hemoglobin concentration (HC) changes training set. This model takes as input bit values from a set of bitplanes in a captured image sequence. The HC changes training set includes bit values from each bitplane of images captured from a set of subjects for which HC changes are known. Furthermore, the method determines whether blood flow patterns from the video are indicative of a synthesized video using a second machine learning model. This second model takes as input the blood flow signals and is trained using a blood flow training set that includes blood flow data signals from various videos of other human subjects, for which it is known whether each video is synthesized.
Career Highlights
Panesar is currently employed at Nuralogix Corporation, where he continues to develop innovative technologies. His work has positioned him as a key figure in the field of video synthesis detection.
Collaborations
Throughout his career, Panesar has collaborated with notable colleagues, including Kang Lee and Evgueni Kabakov. These collaborations have further enhanced his research and development efforts.
Conclusion
Darshan Singh Panesar's contributions to the field of technology, particularly in the detection of synthesized videos, highlight his innovative spirit and dedication to advancing knowledge. His work at Nuralogix Corporation and his patents reflect his commitment to addressing complex challenges in the digital age.