公开(公告)号：US11804069B2

公开(公告)日：2023-10-31

申请号：US17397497

申请日：2021-08-09

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Lu Gan ,  Yan Fu ,  Yangjie Zhou ,  Lianghui Chen ,  Shunnan Xu

IPC: G06V40/16 ,  G06F18/232 ,  G06F18/22 ,  G06F18/25 ,  G06V10/762 ,  G06V10/778 ,  G06V10/82 ,  G06V10/44 ,  G06F18/23 ,  G06N3/045 ,  G06N20/00 ,  G06F18/23213 ,  G06F18/2413 ,  G06N3/08

CPC classification number: G06V40/168 ,  G06F18/22 ,  G06F18/23 ,  G06F18/232 ,  G06F18/23213 ,  G06F18/24137 ,  G06F18/25 ,  G06F18/253 ,  G06N3/045 ,  G06N20/00 ,  G06V10/454 ,  G06V10/762 ,  G06V10/763 ,  G06V10/778 ,  G06V10/82 ,  G06N3/08

Abstract: The disclosure provides an image clustering method and an image clustering apparatus. The method includes: obtaining new images, and clustering the new images to obtain a first cluster; determining a historical cluster similar to the first cluster as a second cluster from existing historical clusters; obtaining a distance between the first cluster and the second cluster; and generating a target cluster by fusing the first cluster and the second cluster based on the distance. In the image clustering method, with the image clustering apparatus of the disclosure, secondary clustering processing performed on the existing historical clusters based on newly added images is not required, new and old clusters are directly fused.