Company Filing History:
Years Active: 2021-2023
Title: The Innovative Contributions of Wenqi Xian
Introduction
Wenqi Xian is a prominent inventor based in New York, NY (US), known for her significant contributions to the fields of computer vision and machine learning. With a total of 4 patents, she has developed innovative technologies that enhance the way we interact with digital images and video content.
Latest Patents
One of her latest patents is titled "Determining camera parameters from a single digital image." This invention relates to systems, non-transitory computer-readable media, and methods for utilizing a critical edge detection neural network and a geometric model to determine camera parameters from a single digital image. The disclosed systems can train and utilize a critical edge detection neural network to generate a vanishing edge map indicating vanishing lines from the digital image. This technology allows for more accurate and efficient determination of camera parameters by applying a geometric model to the vanishing edge map. Additionally, the system can generate ground truth vanishing line data from a set of training digital images for training the critical edge detection neural network.
Another notable patent is "Video inpainting via machine-learning models with motion constraints." This invention involves video inpainting, where content is propagated from a user-provided reference frame to other video frames depicting a scene. The computing system accesses a set of video frames with annotations identifying a target region to be modified. It determines the motion of the target region's boundary across the set of video frames and interpolates pixel motion within the target region. The system can then use reference color data from a user-specified modification to update color data in the target region across the set of video frames.
Career Highlights
Wenqi Xian has worked with leading companies in the technology sector, including Adobe, Inc. and Meta Platforms Technologies, LLC. Her experience in these organizations has allowed her to refine her skills and contribute to groundbreaking projects in the realm of digital media.
Collaborations
Wenqi has collaborated with notable professionals in her field, including Matthew David Fisher and Geoffrey Oxholm. These collaborations have further enriched her work and expanded the impact of her inventions.
Conclusion
Wenqi Xian's innovative work in camera parameter determination and video inpainting showcases her expertise and dedication to advancing technology. Her contributions continue to influence the fields of computer vision and machine learning, making her a significant figure in the world of