Ehsan Adeli-Mosabbeb

Title: Ehsan Adeli-Mosabbeb: Innovator in Video Analysis and Motion Evaluation

Introduction

Ehsan Adeli-Mosabbeb is a notable inventor based in Mountain View, CA (US). He has made significant contributions to the fields of video analysis and motion evaluation, holding a total of four patents. His work focuses on developing systems and methods that enhance the understanding of human motion, particularly in relation to health conditions such as Parkinson's Disease.

Latest Patents

One of Ehsan's latest patents is titled "Systems and methods for estimation of Parkinson's Disease gait impairment severity from videos using MDS-UPDRS." This invention includes various embodiments that evaluate motion from video footage. The method involves identifying a target individual in a set of frames, analyzing these frames to determine pose parameters, and generating a 3D body mesh based on these parameters. It also identifies joint positions for the individual and predicts a motion evaluation score, ultimately providing an output based on this score.

Another significant patent is "Spatio-temporal graph for video captioning with knowledge distillation." This method focuses on scene perception using video captioning based on a spatio-temporal graph model. It decomposes the model into spatial and temporal graphs and employs a two-branch framework to learn object interactions. The learned interactions are then transferred between branches to enhance scene captioning.

Career Highlights

Ehsan has worked with prestigious organizations, including Leland Stanford Junior University and Toyota Research Institute, Inc. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in video analysis and motion evaluation.

Collaborations

Ehsan has collaborated with notable individuals in his field, including Adrien David Gaidon and Juan Carlos Niebles. These collaborations have further enriched his work and expanded the impact of his inventions.

Conclusion

Ehsan Adeli-Mosabbeb is a prominent inventor whose work in video analysis and motion evaluation has the potential to significantly impact healthcare and technology. His innovative patents reflect his dedication to advancing the understanding of human motion and improving diagnostic methods.