Company Filing History:
Years Active: 1993
Title: The Innovations of Robert A Wilkinson, Jr.
Introduction
Robert A Wilkinson, Jr. is an accomplished inventor based in Hyattstown, MD (US). He has made significant contributions to the field of neural network segmentation, showcasing his expertise through his innovative patent.
Latest Patents
Wilkinson holds a patent for an invention titled "Object/anti-object neural network segmentation." This system applies self-organizing and supervised learning network methods to the problem of segmentation. The segmenter receives a visual field, implemented as a sliding window, and distinguishes occurrences of complete characters from occurrences of parts of neighboring characters. Images of isolated whole characters are classified as true objects, while the opposite of true objects are anti-objects, centered on the space between two characters. The window is moved across a line of text, producing a sequence of images, and the segmentation system distinguishes true objects from anti-objects. Frames classified as anti-objects demarcate character boundaries, while frames classified as true objects represent detected character images. The system may utilize a feedforward adaptation using a symmetric triggering network, with inputs applied directly to the separate associative memories of the network. These associative memories produce a best match pattern output for each part of the input data. The system may also employ a multi-layer perceptron architecture, offering tradeoffs in training time but advantages in speed.
Career Highlights
Wilkinson's career is marked by his work with the Government of the United States of America, as represented by the Secretary of Commerce. His innovative approach to neural networks has positioned him as a notable figure in the field.
Collaborations
Throughout his career, Wilkinson has collaborated with esteemed colleagues, including Charles L Wilson and Michael D Garris. Their combined expertise has contributed to advancements in neural network technologies.
Conclusion
Robert A Wilkinson, Jr. is a pioneering inventor whose work in neural network segmentation has made a lasting impact. His innovative patent demonstrates his commitment to advancing technology in this field.