Company Filing History:
Years Active: 2019-2025
Title: Yang Liu: Innovator in 3D Representation and Text Recognition Technologies
Introduction
Yang Liu is a prominent inventor based in Cambridge, GB. He has made significant contributions to the fields of three-dimensional representations and text recognition systems. With a total of six patents to his name, Liu's work has advanced the way digital objects are represented and recognized in various applications.
Latest Patents
One of Liu's latest patents focuses on generating three-dimensional representations for digital objects utilizing mesh-based thin volumes. This patent describes systems, methods, and non-transitory computer-readable media that create hybrid mesh-volumetric representations for digital objects. The disclosed systems generate a mesh from multiple digital images of the object using a multi-view stereo model. They also determine a set of sample points for a thin volume around the mesh, employing a neural network to produce a three-dimensional hybrid representation.
Another notable patent involves training text recognition systems. This innovation addresses the challenge of recognizing text in images by training systems using noisy images with nuisance factors and corresponding clean images. The clean images serve as supervision at both feature and pixel levels, allowing the systems to become feature invariant and robust to nuisance factors. This approach significantly reduces the number of training images required, thus saving time and resources.
Career Highlights
Yang Liu is currently employed at Adobe, Inc., where he continues to develop innovative technologies. His work at Adobe has positioned him as a key player in the advancement of digital imaging and text recognition technologies.
Collaborations
Liu collaborates with talented individuals such as Zhaowen Wang and Hailin Jin, contributing to a dynamic and innovative work environment.
Conclusion
Yang Liu's contributions to the fields of three-dimensional representation and text recognition have made a lasting impact on technology. His innovative patents and work at Adobe, Inc. highlight his role as a leading inventor in these areas.
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