This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Adobe, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Linzi Xing: Innovator in Video Segmentation Technology
Introduction
Linzi Xing is a prominent inventor based in Vancouver, Canada, known for his contributions to the field of digital video segmentation. With a focus on utilizing machine learning models, Linzi has developed innovative methods that enhance the way digital videos are organized and presented.
Latest Patents
Linzi Xing holds 2 patents that showcase his expertise in video segmentation technology. His latest patents include:
1. **Determining topic chapters for digital videos utilizing video segmentation machine learning models** - This patent relates to systems and methods for segmenting digital videos into topic chapters. The disclosed systems generate text representations for video transcripts and frame representations for associated video frames. They also utilize a cross-modal attention model to create a text-aware visual representation, ultimately determining topic-boundary labels for transcript sentences.
2. **Determining topic chapters for digital videos utilizing a sliding window and video segmentation machine learning models** - This patent focuses on segmenting digital videos into topic chapters using a sliding window approach. The systems divide videos into overlapping segments, generating topic-boundary label predictions based on text and frame representations. This innovative method enhances the organization of video content.
Career Highlights
Linzi Xing is currently employed at Adobe Inc., where he continues to push the boundaries of video technology. His work at Adobe has allowed him to collaborate with leading experts in the field and contribute to cutting-edge projects that leverage machine learning for video analysis.
Collaborations
Linzi has worked alongside talented colleagues, including Zhaowen Wang and Seunghyun Yoon, who have contributed to his innovative projects and research endeavors.
Conclusion
Linzi Xing's work in video segmentation technology exemplifies the intersection of innovation and practical application. His patents reflect a commitment to enhancing digital video experiences through advanced machine learning techniques.