Company Filing History:
Years Active: 2025
Title: Sumeet Menon: Innovator in Object Tracking Technology
Introduction
Sumeet Menon is a notable inventor based in Baltimore, MD, who has made significant contributions to the field of object tracking technology. With a focus on enhancing video analysis, his work has implications for various applications in computer vision and artificial intelligence.
Latest Patents
Sumeet Menon holds a patent for a "Method and system for semi-supervised state transition detection for object tracking." This innovative system determines an input video and a first annotated image from the input video that identifies an object of interest. The system initiates a tracker based on the first annotated image and the input video. The tracker generates information, including a sliding window for false positives, a first set of unlabeled images from the input video, and at least two images with corresponding labeled states. A semi-supervised classifier classifies the first set of unlabeled images from the input video based on the generated information. If a first unlabeled image is classified as a false positive, the system reinitiates the tracker based on a second annotated image occurring in a frame prior to the frame with the false positive. The system ultimately generates an output video that displays the input video with tracking on the object of interest.
Career Highlights
Sumeet Menon is currently employed at Xerox Corporation, where he continues to develop and refine his innovative technologies. His work at Xerox has allowed him to explore new frontiers in object tracking and video analysis, contributing to the company's reputation as a leader in technological advancements.
Collaborations
Throughout his career, Sumeet has collaborated with talented individuals such as Matthew Adam Shreve and Robert Roy Price. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
Sumeet Menon's contributions to object tracking technology exemplify the impact of innovation in the realm of computer vision. His patent and ongoing work at Xerox Corporation highlight his commitment to advancing technology for practical applications.