Company Filing History:
Years Active: 2022-2025
Title: Ricardo Martin-Brualla: Innovator in Three-Dimensional Object Modeling
Introduction
Ricardo Martin-Brualla is a prominent inventor based in Seattle, WA (US). He has made significant contributions to the field of three-dimensional object modeling, holding a total of 4 patents. His work focuses on utilizing advanced machine learning techniques to enhance the understanding and representation of complex scenes.
Latest Patents
Among his latest patents is the innovative work titled "Figure-ground neural radiance fields for three-dimensional object category modeling." This patent describes systems and methods that utilize figure-ground neural radiance fields for unsupervised training and inference. The systems include a foreground model and a background model that generate object outputs based on learned embeddings. These models process position and view direction data to output color and volume density data for respective positions and views.
Another notable patent is "View synthesis robust to unconstrained image data." This patent provides systems and methods for synthesizing novel views of complex scenes, particularly outdoor environments. The implementations utilize machine-learned models capable of learning from unstructured collections of imagery, such as photographs taken in natural settings. The technology focuses on learning volumetric scene density and radiance through multilayer perceptrons (MLPs).
Career Highlights
Ricardo Martin-Brualla is currently employed at Google Inc., where he continues to push the boundaries of innovation in three-dimensional modeling. His work has garnered attention for its potential applications in various fields, including computer vision and augmented reality.
Collaborations
Throughout his career, Martin-Brualla has collaborated with notable colleagues, including Matthew Alun Brown and Keunhong Park. These collaborations have contributed to the advancement of his research and the development of cutting-edge technologies.
Conclusion
Ricardo Martin-Brualla is a key figure in the realm of three-dimensional object modeling, with a focus on leveraging machine learning for innovative solutions. His patents reflect a commitment to advancing technology and enhancing our understanding of complex visual environments.