The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 05, 2021
Filed:
Sep. 04, 2018
Inception Institute of Artificial Intelligence, Ltd., Abu Dhabi, AE;
Zheng Zhang, Shenzhen, CN;
Li Liu, Abu Dhabi, AE;
Jie Qin, Abu Dhabi, AE;
Fan Zhu, Abu Dhabi, AE;
Fumin Shen, Chengdu, CN;
Yong Xu, Shenzhen, CN;
Ling Shao, Abu Dhabi, AE;
Heng Tao Shen, Chengdu, CN;
INCEPTION INSTITUTE OF ARTIFICIAL INTELLIGENCE, LTD., Al Maryah Island, AE;
Abstract
This disclosure relates to improved techniques for performing multi-view image clustering. The techniques described herein utilize machine learning functions to optimize the image clustering process. Multi-view features are extracted from a collection of images. 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 that can be used to partition the images. A clustering function utilizes the fused binary representation and the one or more binary cluster structures to generate one or more image clusters based on the collection of images.