Michael J Giancola

Title: Michael J Giancola: Innovator in Three-Dimensional Object Localization

Introduction

Michael J Giancola is a notable inventor based in Southwick, MA (US). He has made significant contributions to the field of technology, particularly in the area of object localization and obstacle avoidance.

Latest Patents

Giancola holds a patent for a groundbreaking invention titled "Three-dimensional object localization for obstacle avoidance using one-shot convolutional neural network." This patent involves a method where pixel image data of a scene is received, which includes a two-dimensional representation of an object. The invention utilizes point cloud data that contains three-dimensional point coordinates of a physical object within the scene. This data is then mapped to an image plane to create integrated pixel image data, allowing for the prediction of a three-dimensional bounding box for the object using a convolutional neural network.

Career Highlights

Michael J Giancola is associated with International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore innovative solutions in the realm of artificial intelligence and machine learning.

Collaborations

Giancola has collaborated with talented individuals such as Mudhakar Srivatsa and Swati Rallapalli, contributing to advancements in their respective fields.

Conclusion

Michael J Giancola's work in three-dimensional object localization showcases his innovative spirit and dedication to advancing technology. His contributions are paving the way for future developments in obstacle avoidance systems.