Company Filing History:
Years Active: 2019-2023
Title: Innovations by Inventor Li Liu
Introduction
Li Liu is a prominent inventor based in Abu Dhabi, AE. He has made significant contributions to the field of artificial intelligence, particularly in image retrieval and clustering techniques. With a total of 5 patents, his work has garnered attention for its innovative approaches and practical applications.
Latest Patents
One of Li Liu's latest patents is titled "Sketch-based image retrieval techniques using generative domain migration hashing." This disclosure relates to improved sketch-based image retrieval (SBIR) techniques. The SBIR techniques utilize a neural network architecture to train a domain migration function and a hashing function. The domain migration function is configured to transform sketches into synthetic images, while the hashing function generates hash codes from synthetic images and authentic images, preserving semantic consistency across the sketch and image domains. The hash codes generated from the synthetic images can be used for accurately identifying and retrieving authentic images corresponding to sketch queries, or vice versa.
Another notable patent is "Multi-view image clustering techniques using binary compression." This disclosure relates to improved techniques for performing multi-view image clustering. The techniques utilize machine learning functions to optimize the image clustering process. Multi-view features are extracted from a collection of images, and a machine learning function is configured to jointly learn a fused binary representation that combines the multi-view features and one or more binary cluster structures. A clustering function utilizes the fused binary representation and the binary cluster structures to generate one or more image clusters based on the collection of images.
Career Highlights
Li Liu is currently employed at the Inception Institute of Artificial Intelligence, Ltd. His work at this institute has allowed him to explore and develop cutting-edge technologies in artificial intelligence. His innovative contributions have positioned him as a key figure in the field.
Collaborations
Li Liu has collaborated with notable colleagues, including Ling Shao and Fan Zhu. These collaborations have further enhanced the impact of his research and innovations in artificial intelligence.
Conclusion
Li Liu's contributions to the field of artificial intelligence through his patents and collaborations highlight his role as an influential inventor. His work continues to push the boundaries of technology and innovation in image retrieval and clustering techniques.