Company Filing History:
Years Active: 2022-2024
Title: Christopher Harris: Innovator in Machine Learning Technologies
Introduction
Christopher Harris is a notable inventor based in Dallas, TX (US). He has made significant contributions to the field of machine learning, holding a total of 3 patents. His work focuses on developing advanced systems and methods that enhance the capabilities of machine learning models.
Latest Patents
Harris's latest patents include innovative technologies such as feature extraction, labeling, and object feature mapping. One of his notable inventions involves devices, systems, and methods for machine learning model generation. This method includes generating image chips of an image, where each chip provides a view of a different extent of an object. By utilizing an object definition that indicates respective features and their locations, it can be determined whether any of the image chips include the respective features. The image chips can be labeled to indicate the features they contain, leading to the creation of labeled image chips. This method also encompasses training an ensemble classifier based on these labeled chips, resulting in a trained ensemble classifier.
Another significant patent focuses on systems and methods for feature extraction and artificial decision explainability. This invention includes an automatic target recognizer system that comprises a database storing target recognition data, a pre-selector for selecting relevant data, and a preprocessor that processes images from an acquisition system. The system discriminates acquired features and generates classification decision reports, enhancing the decision-making process in target recognition.
Career Highlights
Christopher Harris is currently employed at Raytheon Company, where he applies his expertise in machine learning and artificial intelligence. His work has been instrumental in advancing the company's capabilities in these fields.
Collaborations
Harris collaborates with talented individuals such as Christopher M Pilcher and John R Goulding, contributing to innovative projects and research within the company.
Conclusion
Christopher Harris is a prominent inventor whose work in machine learning technologies has led to significant advancements in the field. His patents reflect a commitment to innovation and excellence, making him a valuable asset in the tech industry.