Company Filing History:
Years Active: 2019-2025
Title: **Innovator Spotlight: Tianye Li**
Introduction
Tianye Li is a prominent inventor based in Los Angeles, California, known for his significant contributions to the field of technology. With two patents to his name, Li is making strides in advanced video synthesis and facial performance capture.
Latest Patents
Tianye Li's latest innovations include two groundbreaking patents. The first is in the area of **Neural 3D video synthesis**, which introduces a method for initializing latent codes corresponding to frames in a training video captured by a camera. This system generates rendered pixel values for a set of pixels in each frame by querying Neural Radiance Fields (NeRF). It updates latent codes based on comparisons between rendered and original pixel values, ultimately rendering output frames for a video scene.
The second patent focuses on **Segmentation-guided real-time facial performance capture**. This method involves generating a lower-resolution image from RGB data, performing convolutions to create a probability map that identifies potential facial and non-facial regions. It includes a two-step deconvolution process to derive both coarse and fine facial segments, which are then combined into an image matrix. This innovation facilitates the generation of a binary facial mask, enhancing facial recognition capabilities.
Career Highlights
Tianye Li has made remarkable strides in his career, holding positions at notable companies such as Pinscreen, Inc. and Meta Platforms Technologies, LLC. These roles allowed him to apply his skills in cutting-edge technologies and contribute to significant advancements in his fields of expertise.
Collaborations
Throughout his career, Tianye Li has collaborated with talented individuals in the tech industry, including Hao Li and Shunsuke Saito. These partnerships have enriched his work and furthered the development of innovative technologies.
Conclusion
Tianye Li's contributions to neural video synthesis and facial recognition exemplify the impact of inventors on the technological landscape. As he continues to innovate, Li stands as a notable figure in the field, inspiring future advancements in technology and enhancing user experiences in digital interactions.