Ishwinder Kaur Banga

Title: Ishwinder Kaur Banga: Innovator in Object Movement Prediction

Introduction

Ishwinder Kaur Banga is a notable inventor based in Cambridge, MA (US). She has made significant contributions to the field of object movement prediction through her innovative patent. Her work focuses on utilizing surveillance data to model and predict the movement of objects in various environments.

Latest Patents

Ishwinder holds a patent titled "System and method for modeling movement of objects using probabilistic graphs obtained from surveillance data." This patent describes a method and system that tracks models and predicts object movement in an environment. The system links sequences of temporally and spatially adjacent events sensed by a set of sensors to form a set of tracklets. Each tracklet has an associated starting and terminating location. These tracklets are then used to construct a directed graph that includes starting nodes, terminating nodes, and intermediate nodes connected by edges. The intermediate nodes can be split nodes where tracklets diverge onto different tracks, and join nodes where multiple tracklets converge onto a single path. Probabilities are assigned to the edges to effectively model and predict the movement of objects in the environment. Ishwinder has 1 patent to her name.

Career Highlights

Ishwinder is currently employed at Mitsubishi Electric Research Laboratories, Inc. Her role involves advancing research in object movement prediction and enhancing the capabilities of surveillance systems. Her innovative approach has garnered attention in the field and has the potential to impact various applications.

Collaborations

Ishwinder has collaborated with notable colleagues, including Christopher Richard Wren and Yuri A Ivanov. These collaborations have contributed to her research and development efforts in the field of object movement prediction.

Conclusion

Ishwinder Kaur Banga is a pioneering inventor whose work in modeling object movement using probabilistic graphs showcases her expertise and innovation. Her contributions are significant in advancing technology in surveillance and object tracking.