Location History:
- Paris, FR (2008)
- Princeton, NJ (US) (2009)
Company Filing History:
Years Active: 2008-2009
Title: The Innovative Contributions of Antoine Monnet
Introduction
Antoine Monnet is a notable inventor based in Princeton, NJ (US). He has made significant contributions to the field of dynamic scene modeling and change detection. With a total of 2 patents, his work has advanced the understanding of motion analysis and optical flow.
Latest Patents
Monnet's latest patents focus on a method for scene modeling and change detection. This method utilizes optical flow to capture and model the dynamics of a scene. It evaluates uncertainties in measurements to develop a robust representation of the scene in a higher-dimensional space. In another embodiment, a dynamical model of the scene is created, which uses multiple past frames to predict the next frame. Incremental methods for updating the model are also developed. To detect events, a new measure is introduced based on a state-driven comparison between the prediction and the actual observation.
Career Highlights
Antoine Monnet is currently employed at Siemens Corporate Research, Inc. His work there has allowed him to explore innovative solutions in the realm of motion analysis. His contributions have been instrumental in enhancing the capabilities of dynamic scene modeling.
Collaborations
Monnet has collaborated with notable colleagues such as Anurag Mittal and Nikolaos Paragios. These collaborations have further enriched his research and development efforts.
Conclusion
Antoine Monnet's innovative work in dynamic scene modeling and change detection has made a significant impact in the field. His patents reflect a deep understanding of motion analysis and optical flow, showcasing his expertise and dedication to advancing technology.