This inventor holds 5 USPTO granted patents and 4 published patent applications. Top assignee: 3M Innovative Properties Company. Active years: 2006-2025.
Company Filing History:
Years Active: 2006-2025
Title: Discovering the Innovations of Elisa J Collins
Introduction
Elisa J Collins, an accomplished inventor based in Oakdale, MN, has made significant contributions to the fields of image recognition and power transmission technology. With a total of four patents to her name, Collins has been instrumental in developing innovative solutions that leverage advanced technologies in impactful ways.
Latest Patents
Two of Collins' notable inventions include:
1. **Neural Style Transfer for Image Varietization and Recognition**: This patent describes systems and methods for image recognition that utilize a style-transfer neural network. By training a neural network on real images, the texture and style features can be applied to target images, generating styled images for training image-recognition machine learning models. This approach not only enhances the capabilities of image recognition systems but also optimizes the training process through the use of clustered real images.
2. **Overhead Power Transmission Line Conductor Selection**: Collins has developed a method aimed at efficiently identifying conductors for overhead power transmission lines. The invention involves a computer-implemented method that evaluates multiple conductors based on predefined requirements. By modeling expected performance using conductor assessment software, the invention helps identify suitable conductors that meet operational constraints, ultimately enhancing the reliability of power transmission systems.
Career Highlights
Elisa J Collins is an integral part of 3M Innovative Properties Company, where she applies her expertise in innovation and technology. Her work showcases the intersection of creativity and technical proficiency, leading to advancements that benefit various industries.
Collaborations
Throughout her career, Collins has collaborated with esteemed colleagues, including Jonathan R Andersh and Stephen D Herbert. These partnerships foster a collaborative environment that promotes knowledge sharing and innovation, which are critical for developing cutting-edge solutions.
Conclusion
Elisa J Collins’ contributions to the fields of image recognition and power transmission underline her role as a leading innovator. With her advanced patents and collaborative spirit, she continues to pave the way for future technological advancements that can impact various sectors positively.