Company Filing History:
Years Active: 2022-2023
Title: Tianshu Yu: Innovator in Panoptic Labeling Neural Networks
Introduction
Tianshu Yu is a prominent inventor based in Tempe, AZ (US). He has made significant contributions to the field of artificial intelligence, particularly in the area of image processing and labeling techniques. With a total of 2 patents to his name, Tianshu is recognized for his innovative approaches to neural networks.
Latest Patents
Tianshu Yu's latest patents focus on advanced labeling techniques for a modified panoptic labeling neural network. This panoptic labeling system includes a modified panoptic labeling neural network (referred to as 'modified PLNN') that is specifically trained to generate labels for pixels in an input image. The system generates modified training images by combining training images with mask instances from annotated images. The modified PLNN determines a set of labels representing categories of objects depicted in the modified training images. Additionally, it identifies a subset of labels representing categories of objects in the input image. For each mask pixel in a modified training image, the modified PLNN calculates a probability indicating whether the mask pixel shares the same label as an object pixel. Based on this probability, the modified PLNN generates a mask label for each mask pixel. The panoptic labeling system then provides these mask labels to digital graphics editing systems, which utilize them to complete infill operations.
Career Highlights
Tianshu Yu is currently employed at Adobe, Inc., where he continues to develop and refine his innovative technologies. His work at Adobe has positioned him as a key player in the advancement of image processing techniques.
Collaborations
Tianshu has collaborated with notable coworkers, including Sohrab Amirghodsi and Zhe Lin, contributing to a dynamic and innovative work environment.
Conclusion
Tianshu Yu's contributions to the field of panoptic labeling neural networks exemplify his commitment to innovation and excellence in technology. His work not only enhances image processing capabilities but also sets a foundation for future advancements in artificial intelligence.