Company Filing History:
Years Active: 2022-2024
Title: Georgios Georgakis: Innovator in Human Pose and Shape Recovery
Introduction
Georgios Georgakis is a prominent inventor based in Philadelphia, PA, known for his contributions to the field of human pose and shape recovery. With a total of 4 patents to his name, he has made significant strides in utilizing artificial intelligence to enhance the understanding of human body dynamics.
Latest Patents
Georgakis's latest patents include innovative systems and methods for human pose and shape recovery. His first patent focuses on recovering the pose and shape of a human body based on joint location information. This information can be derived from images or outputs from human motion capture systems. The recovery process employs a computer-implemented artificial neural network (ANN) that is trained using datasets containing paired joint location information and human model parameters. The ANN is designed to improve accuracy by incorporating multiple constraints and manipulating training data to handle partially observed joint locations.
Another notable patent by Georgakis is related to human mesh recovery. This patent utilizes prior knowledge of the hierarchical structural correlation between different parts of the human body. By determining parameters associated with the root kinematic chain, the system can predict parameters for the head or limb kinematic chains. This task is accomplished through a system of processors and storage devices that execute neural networks trained for this specific function.
Career Highlights
Georgios Georgakis is currently employed at Shanghai United Imaging Intelligence Co., Ltd., where he continues to develop cutting-edge technologies in the field of human motion analysis. His work has positioned him as a key player in the intersection of artificial intelligence and biomechanics.
Collaborations
Throughout his career, Georgakis has collaborated with talented individuals such as Ziyan Wu and Srikrishna Karanam. These collaborations have further enriched his research and development efforts, leading to innovative solutions in human pose and shape recovery.
Conclusion
Georgios Georgakis stands out as an influential inventor whose work in human pose and shape recovery is paving the way for advancements in artificial intelligence and biomechanics. His innovative patents and collaborative efforts highlight his commitment to enhancing our understanding of human movement.
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