Yinhao Zhu

Title: Yinhao Zhu: Innovator in Media Compression and Machine Learning

Introduction

Yinhao Zhu is a prominent inventor based in La Jolla, California. He has made significant contributions to the fields of media compression and machine learning, holding a total of nine patents. His innovative work has advanced the capabilities of technology in processing and analyzing media data.

Latest Patents

One of Yinhao Zhu's latest patents is titled "Entropy coding for neural-based media compression." This patent describes entropy coding techniques for media data that is coded using neural-based methods. The media coder is designed to determine a probability distribution function parameter for a data element within a data stream, which is coded by a neural-based media compression technique. This involves determining a code vector based on the probability distribution function parameter and entropy coding the data element using that code vector.

Another notable patent is "Three-dimensional object part segmentation using a machine learning model." This patent outlines systems and techniques for part segmentation. The process includes obtaining a three-dimensional capture of an object and generating one or more two-dimensional images from that capture. The method further processes these images to create at least one two-dimensional bounding box associated with a part of the object, ultimately performing three-dimensional part segmentation based on a generated point cloud and semantically labeled super points.

Career Highlights

Yinhao Zhu is currently employed at Qualcomm Incorporated, a leading technology company known for its innovations in telecommunications and semiconductor technology. His work at Qualcomm has allowed him to explore and develop cutting-edge technologies that enhance media processing and machine learning applications.

Collaborations

Yinhao Zhu has collaborated with notable colleagues, including Amir Said and Yang Yang. These collaborations have contributed to the advancement of his research and the successful development of his patented technologies.

Conclusion

Yinhao Zhu's contributions to media compression and machine learning exemplify the impact of innovative thinking in technology. His patents reflect a commitment to advancing the capabilities of media processing, making him a significant figure in his field.