Shi Hui Gui

Title: Innovations by Shi Hui Gui

Introduction

Shi Hui Gui is a notable inventor based in Shanghai, China. He has made significant contributions to the field of video retrieval techniques and animation effect reproduction. With a total of 2 patents, his work showcases innovative approaches to enhancing video processing and retrieval.

Latest Patents

One of Shi Hui Gui's latest patents is focused on video retrieval techniques using video contrastive learning. This invention provides a method, computer system, and computer program product for training a neural network to find queried videos. The process involves obtaining two pairs of video clips and associated text from different datasets. The first dataset is utilized to train two video encoders, while the second dataset trains a multi-mentor paradigm with two mentors. This innovative approach calculates a contrastive loss to differentiate the similarity and dissimilarity of video clips, enhancing the efficiency of video retrieval.

Another significant patent by Shi Hui Gui is related to animation effect reproduction. In this invention, a source object in a video is identified, and its attribute information across a sequence of frames is analyzed. This attribute information represents an animation effect associated with the source object. The invention allows for the reproduction of this animation effect in a target video, showcasing the potential for advanced video editing techniques.

Career Highlights

Shi Hui Gui is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative technologies. His work at IBM has positioned him as a key player in the field of video processing and machine learning.

Collaborations

Shi Hui Gui collaborates with talented coworkers, including Xiao Xia Mao and Wei Jun Zheng. Their combined expertise contributes to the advancement of their projects and innovations.

Conclusion

Shi Hui Gui's contributions to video retrieval techniques and animation effect reproduction highlight his innovative spirit and technical expertise. His patents reflect a commitment to advancing technology in the field of video processing.