Company Filing History:
Years Active: 2022-2024
Title: Innovator Spotlight: Dmitriy Shin from Columbia, MO
Introduction
Dmitriy Shin is a distinguished inventor located in Columbia, MO, known for his impactful contributions to the field of technology through his innovative patents. With a career marked by creativity and technical prowess, he has been recognized for developing advanced methods and apparatuses aimed at enhancing human body analysis and understanding.
Latest Patents
Dmitriy holds a total of three patents, with his most recent innovations pushing the boundaries of human pose estimation and muscle fatigue prediction. One of his latest patents focuses on "Methods and apparatus for human pose estimation from images using dynamic multi-headed convolutional attention." This groundbreaking apparatus utilizes dual dynamic multi-headed convolutional attention mechanisms—one designed for spatial attention and the other for temporal attention. This dual approach allows for the extraction of inter-joint dependencies within limb sections and global inter-frame relationships, resulting in a more efficient and parameter-reduced system for 3D human pose estimation.
Another notable patent is titled "Methods and apparatus for calculating torque and force about body joints using machine learning to predict muscle fatigue." This revolutionary apparatus employs machine learning models to analyze image frames of a subject, generating both 2D and 3D representations, which facilitate the calculation of torque values for various joints. By utilizing a subject's mass value and a set torque threshold, it effectively predicts muscle fatigue, contributing to advancements in sports science and rehabilitation.
Career Highlights
Dmitriy Shin's career is characterized by his commitment to innovation and research within Inseer Inc., where he works alongside a talented team dedicated to technology transformation. His work has not only expanded the capabilities of human pose analysis but also enhanced our understanding of biomechanics and muscle performance.
Collaborations
Throughout his journey, Dmitriy has collaborated with esteemed colleagues such as Jean E. Robillard and Mitchell Messmore. Their combined expertise has fueled creativity and innovation within the team, leading to significant breakthroughs in the technologies they develop.
Conclusion
Dmitriy Shin continues to be a pivotal figure in the realm of innovation, demonstrating how dedication and expertise can lead to advancements that impact various sectors. With his ongoing contributions through impactful patents and collaborative efforts, he is set to influence the future landscape of technology in human analysis and beyond.