Company Filing History:
Years Active: 2025
Title: Michael Greenspan: Innovator in Pose Estimation Technologies
Introduction
Michael Greenspan is a notable inventor based in Kingston, CA. He has made significant contributions to the field of pose estimation through his innovative patent. His work focuses on enhancing object pose determination using advanced machine learning techniques.
Latest Patents
Michael Greenspan holds a patent titled "Systems and methods for pose estimation via radial voting based keypoint localization." This patent describes systems and methods that facilitate object pose determination through keypoint detection. A machine learning algorithm is employed to enable voting-based estimation of the locations of at least three keypoints. The algorithm is trained using reference intensity-depth images of an object to determine the radial distance between a keypoint and a 3D scene location associated with each pixel. During inference, the algorithm processes an intensity-depth image to estimate radial distances for each pixel. These distances are used to increment an accumulator space, generating a sphere in the accumulator space for each pixel. A keypoint location is determined by identifying a peak in the accumulator space, allowing for pose determination through multiple keypoints. The methods described are adaptable to various imaging modalities, including non-depth images and point cloud datasets.
Career Highlights
Throughout his career, Michael has worked with several companies, including Bluewrist Inc. and Irdeto B.V. His experience in these organizations has contributed to his expertise in the field of pose estimation and machine learning.
Collaborations
Michael has collaborated with notable professionals in his field, including Mohsen Zand and Seyed Ali Etemad. These collaborations have further enriched his work and contributed to advancements in pose estimation technologies.
Conclusion
Michael Greenspan is a pioneering inventor whose work in pose estimation has the potential to impact various industries. His innovative approaches and collaborations highlight his commitment to advancing technology in this field.