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公开(公告)号：US20160210533A1
公开(公告)日：2016-07-21
申请号：US14967876
申请日：2015-12-14
Applicant: eBay Inc
Inventor： M. Hadi Kiapour , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu
CPC classification number: G06K9/6276 , G06K9/00979 , G06K9/3216 , G06K9/3241 , G06K9/4628 , G06K9/6229 , G06K9/6256 , G06K9/6857 , G06Q30/00
Abstract: An image is passed through an image identifier to identify a coarse category for the image and a bounding box for a categorized object. A mask is used to identify the portion of the image that represents the object. Given the foreground mask, the convex hull of the mask is located and an aligned rectangle of minimum area that encloses the hull is fitted. The aligned bounding box is rotated and scaled, so that the foreground object is roughly moved to a standard orientation and size (referred to as calibrated). The calibrated image is used as an input to a fine-grained categorization module, which determines the fine category within the coarse category for the input image.
Abstract translation: 图像通过图像标识符，以识别图像的粗略类别和分类对象的边界框。 使用掩码来识别代表对象的图像部分。 给定前景掩模，掩模的凸包被定位，并且装配包围船体的最小面积的对齐矩形。 对齐的边界框被旋转和缩放，使得前景对象粗略地移动到标准方向和大小（称为校准）。 校准图像用作细粒度分类模块的输入，该模块确定输入图像粗略类别内的精细类别。
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公开(公告)号：US20160189011A1
公开(公告)日：2016-06-30
申请号：US15065122
申请日：2016-03-09
Applicant: eBay Inc.
Inventor： Anurag Bhardwaj , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Neelakantan Sundaresan
CPC classification number: G06K9/66 , G06F17/30247 , G06F17/3025 , G06F17/30256 , G06F17/30268 , G06F17/30277 , G06F17/3053 , G06F17/30867 , G06K9/4642 , G06K9/4647 , G06K9/4652 , G06K9/6215 , G06K9/6217 , G06Q30/0629 , G06Q30/0631 , G06Q30/0643 , G06T7/13 , G06T7/41 , G06T7/90 , G06T2207/10024
Abstract: An apparatus and method to facilitate finding complementary recommendations are disclosed herein. One or more fashion trend or pleasing color combination rules are determined based on data obtained from one or more sources. One or more template images and rule triggers corresponding to the fashion trend or pleasing color combination rules are generated, each of the rule triggers associated with at least one of the template images. A processor compares a first image attribute of a particular one of the template images to a second image attribute of each of a plurality of inventory images corresponding to the plurality of inventory items to identify the inventory items complementary to the query image. The particular one of the template images is selected based on the rule trigger corresponding to the particular one of the template images being applicable for a query image.
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公开(公告)号：US09311666B2
公开(公告)日：2016-04-12
申请号：US14218772
申请日：2014-03-18
Applicant: eBay Inc.
Inventor： Anurag Bhardwaj , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Neelakantan Sundaresan
CPC classification number: G06K9/66 , G06F17/30247 , G06F17/3025 , G06F17/30256 , G06F17/30268 , G06F17/30277 , G06F17/3053 , G06F17/30867 , G06K9/4642 , G06K9/4647 , G06K9/4652 , G06K9/6215 , G06K9/6217 , G06Q30/0629 , G06Q30/0631 , G06Q30/0643 , G06T7/13 , G06T7/41 , G06T7/90 , G06T2207/10024
Abstract: An apparatus and method to facilitate finding complementary recommendations are disclosed herein. One or more fashion trend or pleasing color combination rules are determined based on data obtained from one or more sources. One or more template images and rule triggers corresponding to the fashion trend or pleasing color combination rules are generated, each of the rule triggers associated with at least one of the template images. A processor compares a first image attribute of a particular one of the template images to a second image attribute of each of a plurality of inventory images corresponding to the plurality of inventory items to identify the inventory items complementary to the query image. The particular one of the template images is selected based on the rule trigger corresponding to the particular one of the template images being applicable for a query image.
Abstract translation: 本文公开了一种便于查找补充建议的装置和方法。 基于从一个或多个源获得的数据来确定一个或多个时尚趋势或令人愉快的颜色组合规则。 产生与时尚趋势或令人愉悦的颜色组合规则相对应的一个或多个模板图像和规则触发器，每个规则触发器与至少一个模板图像相关联。 处理器将特定模板图像的第一图像属性与对应于多个清单项目的多个库存图像中的每一个的第二图像属性进行比较，以识别与查询图像互补的库存项目。 基于与适用于查询图像的特定模板图像相对应的规则触发来选择特定模板图像。
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公开(公告)号：US20140201028A1
公开(公告)日：2014-07-17
申请号：US14218772
申请日：2014-03-18
Applicant: eBay Inc.
Inventor： Anurag Bhardwaj , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Neelakantan Sundaresan
CPC classification number: G06K9/66 , G06F17/30247 , G06F17/3025 , G06F17/30256 , G06F17/30268 , G06F17/30277 , G06F17/3053 , G06F17/30867 , G06K9/4642 , G06K9/4647 , G06K9/4652 , G06K9/6215 , G06K9/6217 , G06Q30/0629 , G06Q30/0631 , G06Q30/0643 , G06T7/13 , G06T7/41 , G06T7/90 , G06T2207/10024
Abstract: An apparatus and method to facilitate finding complementary recommendations are disclosed herein. One or more fashion trend or pleasing color combination rules are determined based on data obtained from one or more sources. One or more template images and rule triggers corresponding to the fashion trend or pleasing color combination rules are generated, each of the rule triggers associated with at least one of the template images. A processor compares a first image attribute of a particular one of the template images to a second image attribute of each of a plurality of inventory images corresponding to the plurality of inventory items to identify the inventory items complementary to the query image. The particular one of the template images is selected based on the rule trigger corresponding to the particular one of the template images being applicable for a query image.
Abstract translation: 本文公开了一种便于查找补充建议的装置和方法。 基于从一个或多个源获得的数据来确定一个或多个时尚趋势或令人愉快的颜色组合规则。 产生与时尚趋势或令人愉悦的颜色组合规则相对应的一个或多个模板图像和规则触发器，每个规则触发器与至少一个模板图像相关联。 处理器将特定模板图像的第一图像属性与对应于多个清单项目的多个库存图像中的每一个的第二图像属性进行比较，以识别与查询图像互补的库存项目。 基于与适用于查询图像的特定模板图像相对应的规则触发来选择特定模板图像。
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