Company Filing History:
Years Active: 2022-2025
Title: Innovator Zhengqi Li: Pioneering Advances in Dynamic Scene Synthesis
Introduction
Zhengqi Li is an accomplished inventor based in New York, NY, with a notable portfolio of four patents. His innovative contributions focus on the synthesis of dynamic scenes, leveraging advanced techniques in machine learning and computer vision.
Latest Patents
Li's most recent patents highlight his expertise in dynamic scene representation. One of his notable inventions, "View synthesis of a dynamic scene," introduces technology that synthesizes views and times of dynamic scenes captured by cameras. This method utilizes a deep neural network, particularly a multi-layer perceptron (MLP), to represent the dynamic scenes as continuous functions of space and time. The MLP is trained on video data of the dynamic scenes to predict new views under different conditions, showcasing an impressive advancement in video synthesis technology.
Another significant patent, "Depth determination for images captured with a moving camera and representing moving features," outlines a sophisticated method to derive depth information from reference and target images containing both static and moving features. This method uses an object mask to isolate moving features while preserving static ones. By analyzing motion parallax and generating depth images through machine learning models, Li has paved the way for enhanced image processing capabilities.
Career Highlights
Zhengqi Li has built a robust career with experience at leading technology companies, including Google Inc. and Adobe Inc. His roles in these organizations have allowed him to hone his skills in research and development, driving innovation in the fields of computer graphics and machine learning.
Collaborations
Throughout his career, Zhengqi Li has collaborated with esteemed colleagues, including Tali Dekel and Richard Tucker. These partnerships have further enriched his work and contributed to the advancement of technology in dynamic scene analysis and synthesis.
Conclusion
Zhengqi Li stands out as a significant figure in the realm of innovation, particularly in the synthesis of dynamic scenes. His patents reflect a commitment to advancing technology through inventive solutions and collaborative efforts. As the field of computer vision continues to evolve, Li's contributions will undoubtedly play a crucial role in shaping the future of dynamic content creation.