公开(公告)号：JP2013200885A

公开(公告)日：2013-10-03

申请号：JP2013108568

申请日：2013-05-23

Applicant: Google Inc ,  グーグル・インコーポレーテッド

Inventor： AMEESH MAKADIA ,  SANJIV KUMAR

IPC: G06F17/30

CPC classification number: G06F17/241 ,  G06F17/30265 ,  G06K9/00664 ,  G06K9/46

Abstract: PROBLEM TO BE SOLVED: To provide methods, systems, and apparatus, including computer program products, for generating data for annotating images automatically.SOLUTION: In one aspect, a method includes: receiving an input image; identifying one or more nearest neighbor images of the input image from among a collection of images, in which each of the one or more nearest neighbor images is associated with a corresponding one or more image labels; assigning a plurality of image labels to the input image, in which the plurality of image labels are selected from the image labels associated with the one or more nearest neighbor images; and storing in a data repository the input image having the assigned plurality of image labels.

Abstract translation: 要解决的问题：提供方法，系统和装置，包括计算机程序产品，用于自动生成用于注释图像的数据。解决方案：一方面，一种方法包括：接收输入图像; 从图像集合中识别输入图像的一个或多个最近邻图像，其中所述一个或多个最近邻图像中的每一个与对应的一个或多个图像标签相关联; 将多个图像标签分配给所述输入图像，其中从与所述一个或多个最近邻图像相关联的图像标签中选择所述多个图像标签; 以及在数据存储库中存储具有分配的多个图像标签的输入图像。

公开(公告)号：US20160014440A1

公开(公告)日：2016-01-14

申请号：US13632591

申请日：2012-10-01

Applicant: Google Inc.

Inventor： CORINNA CORTES ,  SANJIV KUMAR ,  Ameesh Makadia ,  Gideon Mann ,  Jay Yagnik ,  Ming Zhao

IPC: H04N21/24

CPC classification number: H04N21/2407 ,  G06F16/735 ,  G06F16/78 ,  G06F16/783 ,  G06F16/7867 ,  G06K9/00711 ,  H04N21/23418 ,  H04N21/25883 ,  H04N21/4668 ,  H04N21/4826

Abstract: A video demographics analysis system selects a training set of videos to use to correlate viewer demographics and video content data. The video demographics analysis system extracts demographic data from viewer profiles related to videos in the training set and creates a set of demographic distributions, and also extracts video data from videos in the training set. The video demographics analysis system correlates the viewer demographics with the video data of videos viewed by that viewer. Using the prediction model produced by the machine learning process, a new video about which there is no a priori knowledge can be associated with a predicted demographic distribution specifying probabilities of the video appealing to different types of people within a given demographic category, such as people of different ages within an age demographic category.

Abstract translation: 视频人口统计分析系统选择用于将观众人口特征和视频内容数据相关联的一组视频。 视频人口统计分析系统从与训练集中的视频相关的观众简档中提取人口统计学数据，并创建一组人口分布，并从训练集中的视频中提取视频数据。 视频人口统计分析系统将观众人口统计学与观众观看的视频的视频数据相关联。 使用机器学习过程产生的预测模型，可以将预测的人口分布与预测的人口分布相关联，所述预测人口统计分布规定了给定人口统计学类别中的不同类型的人的视频的概率，例如人 在不同年龄的人口统计学类别。