Company Filing History:
Years Active: 2023-2024
Title: Innovations of Frederick Mandia
Introduction
Frederick Mandia is an accomplished inventor based in San Jose, CA, known for his contributions to image processing technologies. He holds two patents that showcase his expertise in harmonizing composite images and enhancing image editing systems. His work has significant implications for various applications in digital media.
Latest Patents
One of Mandia's latest patents is titled "Harmonizing composite images utilizing a transformer neural network." This patent describes a dual-branched neural network architecture designed to harmonize composite images. The system employs a convolutional branch to extract localized information and a transformer branch to gather global information, ultimately generating a harmonized composite image. Another notable patent is for "Sky replacement," which provides systems and methods for image editing. This invention allows for the replacement of specific regions in an image, such as the sky, with more desirable elements from another image, resulting in aesthetically pleasing composites.
Career Highlights
Frederick Mandia is currently employed at Adobe, Inc., where he continues to innovate in the field of image processing. His work at Adobe has allowed him to push the boundaries of what is possible in digital image editing and manipulation.
Collaborations
Mandia has collaborated with talented individuals such as Jianming Zhang and Kalyan Krishna Sunkavalli, contributing to the advancement of image processing technologies.
Conclusion
Frederick Mandia's innovative patents and contributions to Adobe, Inc. highlight his significant role in the field of image processing. His work continues to influence the way images are edited and harmonized in the digital age.