Company Filing History:
Years Active: 2022-2023
Title: Hanchao Yu: Innovator in Motion Estimation Technologies
Introduction
Hanchao Yu is a prominent inventor based in Champaign, IL (US). He has made significant contributions to the field of motion estimation through his innovative patents. With a total of 3 patents, Yu's work focuses on advanced neural network systems that enhance the understanding and processing of motion in anatomical structures.
Latest Patents
One of Hanchao Yu's latest patents is titled "Systems and methods for motion estimation." This patent describes neural network-based systems and methods that estimate the motion of anatomical structures. The motion estimation utilizes a feature pyramid and/or a motion pyramid that correspond to multiple image scales. The process involves neural networks and parameters learned through a training process that includes a student network and a teacher network, which are pre-trained to apply progressive motion compensation.
Another notable patent is "Online adaptation of neural networks." This invention outlines neural network-based systems and methods for processing imagery data. The neural networks are pre-trained to learn parameters or models for imagery data processing. Upon deployment, these networks can automatically optimize the learned parameters based on a small set of online data samples. The optimization process is facilitated through offline meta-learning, allowing for quick adjustments in just a few steps.
Career Highlights
Hanchao Yu is currently employed at Shanghai United Imaging Intelligence Co., Ltd. His work at this company has allowed him to further develop his expertise in neural networks and motion estimation technologies. His innovative contributions have positioned him as a key figure in the field.
Collaborations
Yu has collaborated with notable colleagues, including Shanhui Sun and Terrence Chen. These collaborations have fostered an environment of innovation and have led to advancements in their respective fields.
Conclusion
Hanchao Yu's contributions to motion estimation technologies through his patents demonstrate his commitment to innovation. His work continues to influence the field and showcases the potential of neural networks in processing complex imagery data.