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1. 发明申请

US20130085893A1 ACQUISITION AND USE OF QUERY IMAGES WITH IMAGE FEATURE DATA 审中-公开
标题翻译：获取和使用查询图像与图像特征数据
公开(公告)号：US20130085893A1
公开(公告)日：2013-04-04
申请号：US13631848
申请日：2012-09-28
申请人： Anurag Bhardwaj , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06Q30/00
CPC分类号： G06K9/66 , G06F16/24578 , G06F16/532 , G06F16/583 , G06F16/5838 , G06F16/5866 , G06F16/9535 , G06K9/4642 , G06K9/4647 , G06K9/4652 , G06K9/6215 , G06K9/6217 , G06Q30/0629 , G06Q30/0631 , G06Q30/0643 , G06T7/13 , G06T7/41 , G06T7/90 , G06T2207/10024
摘要： An apparatus and method for providing recommendations are disclosed herein. A query image is received from a remote device, the query image comprising an image included in a web page and the image being of interest to a user viewing the web page. Item recommendations corresponding to the query image are provided for automatic display at the web page at the remote device. The item recommendations are obtained by comparing a first image attribute associated with the query image to a second image attribute of each of a plurality of inventory images for a plurality of inventory items. Item details corresponding to an item of interest by the user from among the item recommendations are provided for automatic display at the web page at the remote device.
摘要翻译：本文公开了一种用于提供建议的装置和方法。从远程设备接收查询图像，所述查询图像包括网页中包括的图像，并且所述图像对于观看网页的用户感兴趣。提供与查询图像相对应的项目建议，用于在远程设备的网页上自动显示。通过将与查询图像相关联的第一图像属性与多个库存物品的多个库存图像中的每一个的第二图像属性进行比较来获得项目建议。提供了与项目建议中的用户感兴趣的项目相对应的项目细节用于在远程设备的网页处的自动显示。

2. 发明申请

US20130084001A1 ITEM RECOMMENDATIONS USING IMAGE FEATURE DATA 有权
公开(公告)号：US20130084001A1
公开(公告)日：2013-04-04
申请号：US13631842
申请日：2012-09-28
申请人： Anurag Bhardwaj , Wei Di , Muhammad Raffay Hamid , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Wei Di , Muhammad Raffay Hamid , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06K9/62
CPC分类号： 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
摘要： An apparatus and method to facilitate finding recommendations for a query image are disclosed herein. A color histogram is determined corresponding to the query image. Determining at least one of a visual pattern included in the query image, a dominant color of the query image, or an orientation histogram corresponding to the query image. Performing comparison of a first image attribute of the query image to a second image attribute of an inventory image corresponding to an inventory item, wherein the first image attribute used in the comparison is selected from among the color histogram, the dominant color, and the orientation histogram. The selection of the first image attribute is based on a confidence score associated with the visual pattern, the dominant color, or a directionality present in the query image.

3. 发明申请

US20130084000A1 COMPLEMENTARY ITEM RECOMMENDATIONS USING IMAGE FEATURE DATA 有权
标题翻译：使用图像特征数据的补充项目建议
公开(公告)号：US20130084000A1
公开(公告)日：2013-04-04
申请号：US13631839
申请日：2012-09-28
申请人： Anurag Bhardwaj , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06K9/00
CPC分类号： 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
摘要： 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.
摘要翻译：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。

4. 发明申请

US20150286898A1 IMAGE EVALUATION 有权
标题翻译：图像评估
公开(公告)号：US20150286898A1
公开(公告)日：2015-10-08
申请号：US14319224
申请日：2014-06-30
申请人： Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Elizabeth Churchill , Anurag Bhardwaj
发明人： Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Elizabeth Churchill , Anurag Bhardwaj
IPC分类号： G06K9/62 , G06Q30/06 , G06K9/46
CPC分类号： G06K9/6277 , G06F17/30259 , G06F17/30265 , G06K9/46 , G06K9/6267 , G06Q30/0201 , G06Q30/0601 , G06Q30/0613
摘要： A machine may be configured to perform image evaluation of images depicting items for sale and to provide recommendations for improving the images depicting the items to increase the sales of the items depicted in the images. For example, the machine accesses a result of a user behavior analysis. The machine receives an image of an item from a user device. The machine performs an image evaluation of the received image based on an analysis of the received image and the result of the user behavior analysis. The performing of the image evaluation may include determining a likelihood of a user engaging in a desired user behavior in relation to the received image. Then, the machine generates, based on the evaluation of the received image, an output that references the received image and indicates the likelihood of a user engaging in the desired behavior.
摘要翻译：机器可以被配置为对描绘要出售的物品的图像执行图像评估，并提供用于改进描绘物品的图像以增加图像中描绘的物品的销售的建议。例如，机器访问用户行为分析的结果。机器从用户设备接收项目的图像。基于对接收到的图像的分析和用户行为分析的结果，机器对接收到的图像进行图像评估。图像评估的执行可以包括确定与所接收的图像有关的用户参与期望的用户行为的可能性。然后，机器基于接收到的图像的评估生成引用接收到的图像的输出，并且指示用户参与所期望的行为的可能性。

5. 发明授权

US08908962B2 Item recommendations using image feature data 有权
标题翻译：使用图像特征数据的项目建议
公开(公告)号：US08908962B2
公开(公告)日：2014-12-09
申请号：US13631842
申请日：2012-09-28
申请人： Anurag Bhardwaj , Wei Di , Muhammad Raffay Hamid , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Wei Di , Muhammad Raffay Hamid , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06K9/00 , G06K9/46 , G06Q30/06 , G06F17/30
CPC分类号： 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
摘要： An apparatus and method to facilitate finding recommendations for a query image are disclosed herein. A color histogram is determined corresponding to the query image. Determining at least one of a visual pattern included in the query image, a dominant color of the query image, or an orientation histogram corresponding to the query image. Performing comparison of a first image attribute of the query image to a second image attribute of an inventory image corresponding to an inventory item, wherein the first image attribute used in the comparison is selected from among the color histogram, the dominant color, and the orientation histogram. The selection of the first image attribute is based on a confidence score associated with the visual pattern, the dominant color, or a directionality present in the query image.
摘要翻译：本文公开了一种便于查找查询图像的建议的装置和方法。根据查询图像确定颜色直方图。确定包括在查询图像中的视觉图案中的至少一个，查询图像的主要颜色，或与查询图像对应的方向直方图。执行查询图像的第一图像属性与对应于库存物品的库存图像的第二图像属性的比较，其中在比较中使用的第一图像属性从颜色直方图，主色和取向中选择直方图。第一图像属性的选择基于与视觉图案相关联的置信度得分，主要颜色或查询图像中存在的方向性。

6. 发明申请

US20140310131A1 SEARCHABLE TEXTURE INDEX 有权
标题翻译：可搜索纹理索引
公开(公告)号：US20140310131A1
公开(公告)日：2014-10-16
申请号：US13863191
申请日：2013-04-15
申请人： Neelakantan Sundaresan , Anurag Bhardwaj , Robinson Piramuthu
发明人： Neelakantan Sundaresan , Anurag Bhardwaj , Robinson Piramuthu
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0627 , G06F3/016
摘要： Electronic content that has a tactile dimension when presented on a tactile-enabled computing device may be referred to as tactile-enabled content. A tactile-enabled device is a device that is capable of presenting tactile-enabled content in a manner that permits a user to experience tactile quality of electronic content. In one example embodiment, a system is provided for generating content that has a tactile dimension when presented on a tactile-enabled device.
摘要翻译：在触觉启用的计算设备上呈现触觉维度的电子内容可被称为触觉启用内容。触觉启用设备是能够以允许用户体验电子内容的触觉质量的方式呈现触觉启用内容的设备。在一个示例性实施例中，提供了一种系统，用于在呈现在触觉启用的设备上时产生具有触觉维度的内容。

7. 发明申请

US20140282060A1 SYSTEMS AND METHODS TO FIT AN IMAGE OF AN INVENTORY PART 审中-公开
标题翻译：存放库存图像的系统和方法
公开(公告)号：US20140282060A1
公开(公告)日：2014-09-18
申请号：US14214357
申请日：2014-03-14
申请人： Anurag Bhardwaj , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06F3/0484
CPC分类号： G07C5/0825 , G06F3/04842 , G06T11/00
摘要： Systems and methods to fit an image of an inventory part are described. The system receives, over a network, a selection that identities a part type and further receives, over the network, an image of a vehicle. The system antomatically identifies an image of a first inventory part based on the selection of the part type and the image of the vehicle. The system automatically positions two boundaries of a rectangle over the image of the vehicle based on the part type, the rectangle including an image of a first vehicle part. The system fits the image of the first inventory part over the image of the first vehicle part based on the rectangle. The system communicates, over the network, a user interface including the image of the vehicle including the image of the first inventory part fitted over the image of the first vehicle part.
摘要翻译：描述适合库存部件的图像的系统和方法。系统通过网络接收对部件类型进行识别并通过网络进一步接收车辆图像的选择。系统基于对车辆的部件类型和图像的选择来自动地识别第一库存部件的图像。系统基于部件类型自动定位在车辆图像上的矩形的两个边界，该矩形包括第一车辆部件的图像。该系统基于该矩形将第一车辆部件的图像上的第一库存部件的图像进行适配。该系统通过网络通信包括车辆的图像的用户界面，包括安装在第一车辆部分的图像上的第一库存部件的图像。

8. 发明申请

US20140229487A1 SYSTEM AND METHOD FOR USER PREFERENCE AUGMENTATION THROUGH SOCIAL NETWORK INNER-CIRCLE KNOWLEDGE DISCOVERY 审中-公开
标题翻译：用户偏好的系统和方法通过社会网络进行内部知识发现
公开(公告)号：US20140229487A1
公开(公告)日：2014-08-14
申请号：US14119202
申请日：2012-06-13
申请人： Smruthi Mukund , Venugopal Govindaraju , Anurag Bhardwaj , Achint Oommen Thomas , Srirangaraj Setlur
发明人： Smruthi Mukund , Venugopal Govindaraju , Anurag Bhardwaj , Achint Oommen Thomas , Srirangaraj Setlur
IPC分类号： G06F17/30
CPC分类号： G06F16/95 , G06F16/285 , G06F16/437 , G06Q50/01
摘要： A system and method are disclosed for user preference augmentation through social network inner-circle knowledge discovery. A user's activity may be captured allow a user preference model to be created. The user preference model is compared to other models in the user's social network. A inner-circle social network is created, and the user preference model is augmented based on other preference models in the inner-circle social network, and the user's own preference for certain categories of information element. Information elements can be provided to the user based on suggestions and the user's preference model. The information elements may be organized such that the more relevant information elements are more easily accessible to the user.
摘要翻译：公开了通过社交网络内圈知识发现的用户偏好增强的系统和方法。可以捕获用户的活动，允许创建用户偏好模型。用户偏好模型与用户社交网络中的其他模型进行比较。创建内圈社交网络，基于内圈社交网络中的其他偏好模型，以及用户自己对某些类别的信息元素的偏好来增强用户偏好模型。可以基于建议和用户的偏好模型向用户提供信息元素。信息元素可以被组织成使得更相关的信息元素更容易被用户访问。

9. 发明申请

US20130083999A1 EXTRACTION OF IMAGE FEATURE DATA FROM IMAGES 有权
标题翻译：从图像提取图像特征数据
公开(公告)号：US20130083999A1
公开(公告)日：2013-04-04
申请号：US13631833
申请日：2012-09-28
申请人： Anurag Bhardwaj , Wei Di , Muhammad Raffay Hamid , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Wei Di , Muhammad Raffay Hamid , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06K9/46
CPC分类号： 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
摘要： An apparatus and method for obtaining image feature data of an image are disclosed herein. A color histogram of the image is extracted from the image, the extraction of the color histogram including performing one-dimensional sampling of pixels comprising the image in each of a first dimension of a color space, a second dimension of the color space, and a third dimension of the color space. An edge map corresponding to the image is analyzed to detect a pattern included in the image. In response to a confidence level of the pattern detection being below a pre-defined threshold, extracting from the image an orientation histogram of the image. And identify a dominant color of the image.
摘要翻译：本文公开了一种用于获得图像的图像特征数据的装置和方法。从图像中提取图像的颜色直方图，提取颜色直方图，包括对颜色空间的第一维度，颜色空间的第二维度以及颜色空间的第一维度中的每一个执行包括图像的像素的一维采样颜色空间的第三维。分析与图像对应的边缘图，以检测图像中包括的图案。响应于图案检测的置信水平低于预定阈值，从图像中提取图像的取向直方图。并确定图像的主要颜色。

10. 发明授权

US10013710B2 Fashion preference analysis 有权
公开(公告)号：US10013710B2
公开(公告)日：2018-07-03
申请号：US14326125
申请日：2014-07-08
申请人： Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Elizabeth Churchill , Anurag Bhardwaj
发明人： Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Elizabeth Churchill , Anurag Bhardwaj
IPC分类号： G06Q30/00 , G06Q30/06 , G06K9/00
CPC分类号： G06Q30/0631 , G06K9/00362
摘要： A machine may be configured to determine fashion preferences of users and to provide item recommendations to the users based on the users' fashion preferences. For example, the machine receives an image of a user and a set of spatial data indicating a position of the body of the user in a three-dimensional space. The machine may perform an analysis of the image and the set of spatial data. The performing of the analysis may include extracting, from the image, an image swatch that depicts a portion of an item worn by the user. The machine may identify a fashion preference of the user based on the analysis of the image and of the set of spatial data. The machine may identify an item that corresponds to the fashion preference of the user within an inventory of fashion items and may generate a recommendation of the identified fashion item.

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