公开(公告)号：US20180210898A1

公开(公告)日：2018-07-26

申请号：US15924923

申请日：2018-03-19

Applicant: OATH INC.

Inventor： Jia Li ,  Nadav Golbandi ,  XianXing ZHANG

IPC: G06F17/30 ,  G06K9/62 ,  G06K9/46

CPC classification number: G06F17/30274 ,  G06F17/30253 ,  G06F17/30256 ,  G06F17/30687 ,  G06F17/30713 ,  G06K9/4642 ,  G06K9/6223 ,  G06K9/6226 ,  G06K9/6262

Abstract: Disclosed herein is a system and method that facilitate searching and/or browsing of images by clustering, or grouping, the images into a set of image clusters using facets, such as without limitation visual properties or visual characteristics, of the images, and representing each image cluster by a representative image selected for the image cluster. A map-reduce based probabilistic topic model may be used to identify one or more images belonging to each image cluster and update model parameters.