Han-Kai Hsu

Title: Innovations of Han-Kai Hsu

Introduction

Han-Kai Hsu is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of technology, particularly in the areas of video indexing and product placement through innovative systems and methods. With a total of 3 patents to his name, Hsu continues to push the boundaries of what is possible in multimedia applications.

Latest Patents

Hsu's latest patents include groundbreaking work on systems and methods for multimodal indexing of video using machine learning. This patent describes a method that involves a video encoder and an audio encoder working together to generate embeddings for both video and audio segments. The system utilizes a multimodal bottleneck token to fuse these embeddings, ultimately determining classifications for video portions based on the output.

Another notable patent focuses on selecting product placement locations and products within media content. This system identifies shot segments and determines suitable product placement opportunities by analyzing contextual information. It also evaluates expected revenue and projected insertion costs for each product placement, enhancing the effectiveness of virtual product placements in media.

Career Highlights

Han-Kai Hsu is currently employed at Amazon Technologies, Inc., where he applies his expertise in machine learning and multimedia technologies. His work has been instrumental in developing advanced systems that enhance user experiences in digital content.

Collaborations

Hsu collaborates with talented individuals such as Mohamed Kamal Omar and Xiaohang Sun, contributing to a dynamic team focused on innovation and technological advancement.

Conclusion

Han-Kai Hsu's contributions to the fields of video indexing and product placement demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of technology and its applications in modern media.