Company Filing History:
Years Active: 2022
Title: The Innovative Contributions of Robert Begley
Introduction
Robert Begley is an accomplished inventor based in Great Meadows, NJ (US). He has made significant contributions to the field of video quality prediction through his innovative patent. His work focuses on enhancing the methods and systems for annotating training data for video quality impairment detection.
Latest Patents
Robert Begley holds a patent titled "Automatic annotation of video quality impairment training data for generating machine learning models of video quality prediction." This patent outlines exemplary embodiments directed to methods and systems for annotating and generating training data for video quality impairment detection. The process involves a video stream recorder that extracts image frames from a reference video stream. A video image labeler then embeds unique labels into these frames, which are recorded as a labeled video stream. The labeled video stream is played through an impaired communication channel to generate a degraded video stream. A video image comparator is used to compare frames of the labeled and degraded video streams, generating difference frames. An impaired image recorder annotates these difference frames according to the corrupted regions.
Career Highlights
Robert Begley is currently employed at Arris Enterprises LLC, where he continues to innovate in the field of video technology. His work has been instrumental in advancing the understanding of video quality and its implications for machine learning models.
Collaborations
Some of Robert's notable coworkers include Pierre A Brice and Wayne D Woodruff. Their collaborative efforts contribute to the innovative environment at Arris Enterprises LLC.
Conclusion
Robert Begley's contributions to video quality prediction through his patent demonstrate his commitment to innovation in technology. His work not only enhances the understanding of video quality impairment but also paves the way for future advancements in machine learning applications.