公开(公告)号：WO2014092908A1

公开(公告)日：2014-06-19

申请号：PCT/US2013/069632

申请日：2013-11-12

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： CAO, Liangliang ,  CODELLA, Noel C.F. ,  HUA, Gang ,  LEIGUANG, Gong ,  NATSEV, Apostol I. ,  SMITH, John R.

IPC: G06F17/00

CPC classification number: G06K9/6202 ,  G06K9/0063 ,  G06K9/00684 ,  G06K9/6263 ,  G06K9/6288

Abstract: Techniques for spatial semantic attribute matching on image regions for location identification based on a reference dataset are provided. In one aspect, a method for matching images from heterogeneous sources is provided. The method includes the steps of: (a) parsing the images into different semantic labeled regions; (b) creating a list of potential matches by matching the images based on two or more of the images having same semantic labeled regions; and (c) pruning the list of potential matches created in step (b) by taking into consideration spatial arrangements of the semantic labeled regions in the images.

Abstract translation: 提供了基于参考数据集的用于位置识别的图像区域上的空间语义属性匹配技术。 一方面，提供了一种用于匹配来自异构源的图像的方法。 该方法包括以下步骤：（a）将图像解析成不同的语义标记区域; （b）通过基于具有相同语义标记区域的两个或多个图像匹配图像来创建潜在匹配列表; 和（c）通过考虑图像中语义标记区域的空间排列来修剪步骤（b）中创建的潜在匹配列表。