Company Filing History:
Years Active: 2019-2025
Title: Innovations of Xiaozhen Xue in Video Processing
Introduction
Xiaozhen Xue is an accomplished inventor based in Woodbridge, CT (US). She has made significant contributions to the field of digital video processing, holding a total of 4 patents. Her work primarily focuses on utilizing machine-learning models to enhance the efficiency of video inference systems.
Latest Patents
Xiaozhen's latest patents include innovative systems for efficiently inferring digital videos. One notable patent describes a video inference system that employs machine-learning models to process digital videos using improved architectures. This system enhances the efficiency of both central processing units (CPUs) and graphics processing units (GPUs). By utilizing a first video inference architecture, the system reduces the computing resources required for video inference by analyzing multiple digital videos through sets of CPU/GPU containers and parallel pipeline processing. Additionally, a second architecture allows multiple CPUs to preprocess several digital videos in parallel, while a GPU efficiently infers each video in a continuous and sequential manner.
Career Highlights
Xiaozhen Xue is currently employed at Adobe, Inc., where she continues to innovate in the realm of digital video processing. Her expertise in machine learning and video inference has positioned her as a key player in her field.
Collaborations
Xiaozhen collaborates with talented individuals such as Nicolas Huynh Thien and Brunno Fidel Maciel Attorre, contributing to a dynamic and innovative work environment.
Conclusion
Xiaozhen Xue's contributions to video processing through her patents and work at Adobe, Inc. highlight her role as a leading inventor in the field. Her innovative approaches to utilizing machine-learning models are paving the way for more efficient digital video processing systems.