Company Filing History:
Years Active: 2023-2024
Title: Innovations by Guillermo Garcia-Hernando
Introduction
Guillermo Garcia-Hernando is an accomplished inventor based in London, GB. He has made significant contributions to the field of image processing and machine learning. With a total of two patents to his name, he is recognized for his innovative approaches to determining visual overlaps in images.
Latest Patents
Guillermo's latest patents focus on an image matching system that determines visual overlaps between images using box embeddings. This system receives two images depicting a 3D surface from different camera angles. It inputs these images into a machine learning model that generates box encodings for each image. These encodings define parameters in an embedding space. The system then calculates an asymmetric overlap factor that measures the surface overlaps between the two images based on the box encodings. This factor includes an enclosure factor, which indicates how much of the first image is visible in the second, and a concentration factor, which shows how much of the second image is visible in the first.
Career Highlights
Guillermo currently works at Niantic, Inc., where he continues to develop innovative technologies. His work has been instrumental in advancing the capabilities of image processing systems. His expertise in machine learning and image analysis has positioned him as a key player in his field.
Collaborations
Some of Guillermo's notable coworkers include Anita Rau and Gabriel J Brostow. Their collaborative efforts contribute to the innovative environment at Niantic, Inc.
Conclusion
Guillermo Garcia-Hernando is a notable inventor whose work in image processing and machine learning has led to significant advancements in the field. His patents reflect his commitment to innovation and his ability to solve complex problems through technology.