公开(公告)号：US09767382B2

公开(公告)日：2017-09-19

申请号：US15203715

申请日：2016-07-06

Applicant: eBay Inc.

Inventor： Ming Liu ,  Sumit Borar ,  Surya Kallumadi

IPC: G06K9/68 ,  G06K9/62 ,  G06T11/60 ,  G06K9/52 ,  G06T7/60 ,  G06K9/46 ,  G06Q30/02 ,  G06Q30/06 ,  G06F17/30

CPC classification number: G06K9/6215 ,  G06F17/30256 ,  G06K9/4652 ,  G06K9/52 ,  G06K9/62 ,  G06K9/6267 ,  G06Q30/0276 ,  G06Q30/0629 ,  G06T7/60 ,  G06T11/60

Abstract: A method to determine image similarities. The method may include obtaining a first image and a second image and determining a discrete transform difference between a first discrete transform of the first image and a second discrete transform of the second image. The method may also include determining multiple first intensity vectors for the first image and determining multiple second intensity vectors for the second image. The method may also include determining an intensity vector difference between the multiple first intensity vectors and the multiple second intensity vectors and determining a color difference between a first color histogram of the first image and a second color histogram of the second image. The method may also include determining a similarity between the first image and the second image based on the discrete transform difference, the intensity vector difference, and the color difference.

公开(公告)号：US09454713B2

公开(公告)日：2016-09-27

申请号：US14586318

申请日：2014-12-30

Applicant: EBAY INC.

Inventor： Ming Liu ,  Sumit Borar ,  Surya Kallumadi

IPC: G06K9/62 ,  G06T11/60 ,  G06K9/52 ,  G06T7/60 ,  G06K9/46 ,  G06T7/40 ,  G06Q30/02

CPC classification number: G06K9/6215 ,  G06F17/30256 ,  G06K9/4652 ,  G06K9/52 ,  G06K9/62 ,  G06K9/6267 ,  G06Q30/0276 ,  G06Q30/0629 ,  G06T7/60 ,  G06T11/60

Abstract: A method to determine image similarities. The method may include obtaining a first image and a second image and determining a discrete transform difference between a first discrete transform of the first image and a second discrete transform of the second image. The method may also include determining multiple first intensity vectors for the first image and determining multiple second intensity vectors for the second image. The method may also include determining an intensity vector difference between the multiple first intensity vectors and the multiple second intensity vectors and determining a color difference between a first color histogram of the first image and a second color histogram of the second image. The method may also include determining a similarity between the first image and the second image based on the discrete transform difference, the intensity vector difference, and the color difference.

Abstract translation: 确定图像相似性的方法。 该方法可以包括获得第一图像和第二图像，并且确定第一图像的第一离散变换和第二图像的第二离散变换之间的离散变换差。 该方法还可以包括确定第一图像的多个第一强度矢量并确定第二图像的多个第二强度矢量。 该方法还可以包括确定多个第一强度矢量与多个第二强度矢量之间的强度矢量差异，并且确定第一图像的第一颜色直方图与第二图像的第二颜色直方图之间的色差。 该方法还可以包括基于离散变换差，强度矢量差和色差来确定第一图像和第二图像之间的相似度。