Company Filing History:
Years Active: 2022-2024
Title: Innovations of Georgios Alex Dimakis
Introduction
Georgios Alex Dimakis is a prominent inventor based in Austin, TX (US). He has made significant contributions to the field of video compression technology. With a focus on machine learning systems, his work has the potential to revolutionize how video data is processed and transmitted.
Latest Patents
Dimakis holds 2 patents related to video compression techniques. His latest patent describes a computer-implemented method, system, and computer program product for compressing video. In this innovative approach, a set of video frames is partitioned into two subsets of different types of frames: a first type and a second type. The first type of frames is compressed to generate a first representation by a first stage encoder. This representation is then decoded to reconstruct the first type of frames using a first stage decoder. The second type of frames is compressed to generate a second representation that contains only soft edge information by a second stage encoder. A generative model corresponding to a second stage decoder is trained using the first representation and the reconstructed first type of frames, employing a discriminator within a machine learning system. After training, the generative model generates reconstructed first and second types of frames using the soft edge information.
Career Highlights
Georgios Alex Dimakis is affiliated with the University of Texas System, where he continues to advance his research in video compression and machine learning. His work is recognized for its innovative approach and practical applications in the tech industry.
Collaborations
Dimakis has collaborated with notable colleagues, including Alan C Bovik and Sungsoo Kim. Their combined expertise contributes to the advancement of research in video technology and machine learning.
Conclusion
Georgios Alex Dimakis is a leading inventor whose work in video compression using machine learning is paving the way for future innovations in the field. His contributions are significant and continue to impact the technology landscape.
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