Location History:
- Bengaluru, IN (2021 - 2023)
- West Bengal, IN (2023)
Company Filing History:
Years Active: 2021-2025
Title: Innovations of Siddhartha Chaudhuri in 3D Digital Shape Completion
Introduction
Siddhartha Chaudhuri is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning and 3D digital shape processing. With a total of 10 patents to his name, Chaudhuri is recognized for his innovative approaches to enhancing digital technologies.
Latest Patents
One of his latest patents focuses on utilizing machine learning models for patch retrieval and deformation in completing three-dimensional digital shapes. This invention discloses methods, systems, and non-transitory computer-readable storage media that leverage machine learning to predict a coarse completion shape from an incomplete 3D digital shape. The systems sample coarse 3D patches and learn a shape distance function to retrieve detailed 3D shape patches, ultimately integrating them into a continuous surface.
Another notable patent involves generating mappings of three-dimensional meshes utilizing neural network gradient fields. This invention outlines methods and systems for creating digital chain pull paintings in digital images. The disclosed system generates matrices over an ambient space for polygons of a three-dimensional mesh based on various features, determining a gradient field and generating a mapping for the mesh.
Career Highlights
Siddhartha Chaudhuri currently works at Adobe Inc., where he continues to push the boundaries of technology in digital design and machine learning. His work has been instrumental in advancing the capabilities of 3D modeling and digital image processing.
Collaborations
He collaborates with notable coworkers such as Vladimir Kim and Noam Aigerman, contributing to a dynamic and innovative work environment.
Conclusion
Siddhartha Chaudhuri's contributions to the field of machine learning and 3D digital shape processing highlight his role as a leading inventor. His patents reflect a commitment to innovation and the advancement of technology in digital design.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.