Location History:
- Washington, DC (US) (2016)
- Burbank, CA (US) (2019)
Company Filing History:
Years Active: 2016-2019
Title: Michail Raptis: Innovator in Action Recognition Technologies
Introduction
Michail Raptis is a prominent inventor based in Washington, DC, known for his contributions to the field of action recognition technologies. With a total of 3 patents to his name, Raptis has made significant strides in developing methods that enhance the understanding of human actions in video sequences.
Latest Patents
Raptis's latest patents include innovative approaches to action recognition. One of his notable inventions is titled "Methods and systems for action recognition using poselet keyframes." This patent discloses a model that spatially and temporally models discriminative action components as a set of keyframes. The method involves selecting a plurality of poselets that represent components of an action, encoding video frames based on detection confidence, and analyzing correlations between poselets.
Another significant patent is "Eye gaze driven spatio-temporal action localization." This invention focuses on detecting and localizing actions in video by utilizing training sequences and eye gaze fixation data from human viewers. The action detection application learns a model that incorporates latent regions and contextual information, allowing for accurate action detection and localization.
Career Highlights
Michail Raptis is currently employed at Disney Enterprises, Inc., where he continues to innovate in the realm of action recognition. His work at Disney has allowed him to apply his expertise in developing advanced technologies that enhance user experiences in media and entertainment.
Collaborations
Raptis has collaborated with notable colleagues, including Leonid Sigal and Nataliya Shapovalova. These partnerships have contributed to the advancement of research and development in action recognition technologies.
Conclusion
In summary, Michail Raptis is a key figure in the field of action recognition, with a focus on developing innovative methods that leverage poselet keyframes and eye gaze data. His contributions at Disney Enterprises, Inc. and his collaborations with esteemed colleagues highlight his commitment to advancing technology in this exciting area.