Yiping Duan

Title: Yiping Duan: Innovator in Semantic Analysis and Video Data Quality Assessment

Introduction

Yiping Duan is a prominent inventor based in Beijing, China. He has made significant contributions to the fields of semantic analysis and video data processing. With a total of 4 patents, his work showcases innovative methodologies that enhance data interpretation and quality assessment.

Latest Patents

Yiping Duan's latest patents include a "Method and apparatus for semantic analysis on confrontation scenario based on target-attribute-relation." This method involves pre-processing initial data of an acquired confrontation scenario to obtain triplet data marked in a graph data structure. The triplet data is then input into a pre-trained analyzing model to determine the semantic information of the confrontation scenario. The model includes multiple operator networks configured for analyzing various types of relations, providing detailed processing results.

Another notable patent is the "Method and apparatus for determining quality grade of video data." This invention relates to data processing technologies and involves acquiring initial EEG data to determine a quality evaluation grade of video data with degraded quality. The method utilizes a transfer learning algorithm to process emotional response electroencephalogram data, resulting in a comprehensive quality assessment.

Career Highlights

Yiping Duan has worked at esteemed institutions such as Tsinghua University and Nantong Advanced Communication Technology Research Institute Co., Ltd. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.

Collaborations

Throughout his career, Yiping has collaborated with notable colleagues, including Xiaoming Tao and Chaoyi Han. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and expertise.

Conclusion

Yiping Duan's contributions to semantic analysis and video data quality assessment highlight his innovative spirit and dedication to advancing technology. His patents reflect a commitment to improving data processing methodologies, making a significant impact in his field.