Company Filing History:
Years Active: 2023
Title: Pramuditha Perera: Innovator in Image Classification Technology
Introduction
Pramuditha Perera is a notable inventor based in Baltimore, MD (US). He has made significant contributions to the field of image classification through his innovative patent. His work focuses on utilizing advanced techniques to enhance the accuracy and efficiency of image classification systems.
Latest Patents
Pramuditha Perera holds a patent titled "Classifying images utilizing generative-discriminative feature representations." This patent describes systems, non-transitory computer-readable media, and methods for classifying an input image using a classification model that is conditioned by a generative model and/or self-supervision. The disclosed systems can generate a reconstructed image from an input image to be classified. By combining the reconstructed image with the input image, the systems utilize a classification model to determine the classification for the input image. Additionally, self-supervised learning is employed to help the classification model learn discriminative features for better classification of both known classes and open-set categories.
Career Highlights
Pramuditha Perera is currently associated with Adobe, Inc., where he continues to innovate and develop cutting-edge technologies. His work at Adobe has allowed him to explore various aspects of image processing and classification, contributing to the company's reputation as a leader in digital media solutions.
Collaborations
Pramuditha has collaborated with talented individuals such as Vlad Ion Morariu and Rajiv Jain. These collaborations have fostered a creative environment that encourages the exchange of ideas and advancements in technology.
Conclusion
Pramuditha Perera's contributions to image classification technology exemplify the impact of innovative thinking in the field. His patent and work at Adobe, Inc. highlight his commitment to advancing technology and improving image processing systems.