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1. 发明申请

US20140355881A1 EVALUATING IMAGE SHARPNESS 有权
标题翻译：评估图像锐度
公开(公告)号：US20140355881A1
公开(公告)日：2014-12-04
申请号：US14073788
申请日：2013-11-06
申请人： Anurag Bhardwaj , Wei Di , Robinson Piramuthu , Neelakantan Sundaresan , Nate Lyman
发明人： Anurag Bhardwaj , Wei Di , Robinson Piramuthu , Neelakantan Sundaresan , Nate Lyman
IPC分类号： G06T7/00
CPC分类号： G06T7/0002 , G06T5/003 , G06T2207/10024 , G06T2207/20076 , G06T2207/30168
摘要： A system may be configured to calculate and use image sharpness results. In some example embodiments, a content-aware image sharpness evaluation scheme is implemented by the system to calculate the degree of sharpness or blur of photographs taken of objects of interest. In certain example embodiments, a calculated sharpness score from the image sharpness evaluation scheme is converted into a score that is meaningful relative to other photographs of the same category as the object depicted in the photograph. In various example embodiments, a mobile-based assistant is configured to provide instant (or near instant) feedback to users uploading photographs using a mobile device. In alternative example embodiments, a web-based assistant is configured to provide instant (or near instant) feedback to users uploading one or more photographs simultaneously to an electronic commerce or marketplace website.
摘要翻译：系统可以被配置为计算和使用图像清晰度结果。在一些示例性实施例中，内容感知图像清晰度评估方案由系统实现以计算拍摄的感兴趣对象的照片的锐度或模糊度。在某些示例性实施例中，来自图像清晰度评估方案的计算的锐度得分被转换为相对于与照片中描绘的对象相同类别的其他照片有意义的分数。在各种示例性实施例中，基于移动的助理被配置为向使用移动设备上载照片的用户提供即时（或近即时）反馈。在替代示例实施例中，基于网络的助理被配置为向用户将即时（或即时即时）反馈提供给同时上载一个或多个照片的用户到电子商务或市场网站。

2. 发明申请

US20140310304A1 SYSTEM AND METHOD FOR PROVIDING FASHION RECOMMENDATIONS 审中-公开
标题翻译：提供时尚建议的系统和方法
公开(公告)号：US20140310304A1
公开(公告)日：2014-10-16
申请号：US14109516
申请日：2013-12-17
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： G06F17/30
CPC分类号： G06F16/532 , G06F16/583 , G06F16/951
摘要： Providing fashion recommendations based on an image of clothing. Color, pattern, and/or style information corresponding to the clothing may be identified and used to find relevant clothing and/or accessories in an inventory to recommend to a user. The image may be a video of clothing and/or accessories on a human body in motion. An area thereof may be sampled, detected and tracked across sequential frames of the video to obtain color, pattern, and/or style information which may be compared against clothing and/or accessories in an inventory to provide real-time (or near real-time) recommendations to the user. The image may comprise clothing of interest that is associated with a celebrity. The celebrity may be specified and the system returns recommendations of items in the inventory that are matching or complementary to the clothing/accessory of interest and which are consistent with the particular celebrity's fashion style.
摘要翻译：根据服装形象提供时尚推荐。可以识别与衣物相对应的颜色，图案和/或风格信息，并用于查找库存中的相关服装和/或附件以向用户推荐。该图像可以是运动中的人体上的服装和/或附件的视频。可以在视频的连续帧上对其区域进行采样，检测和跟踪，以获得可与库存中的服装和/或附件进行比较的颜色，图案和/或风格信息，以提供实时（或近似实时的）时间）推荐给用户。图像可以包括与名人相关联的感兴趣的衣服。可以指定名人，系统返回库存中符合或补充感兴趣的服装/配件的建议，并与特定名人的时尚风格一致。

3. 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。

4. 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。

5. 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.

6. 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。

7. 发明授权

US08798363B2 Extraction of image feature data from images 有权
标题翻译：从图像中提取图像特征数据
公开(公告)号：US08798363B2
公开(公告)日：2014-08-05
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： G06K9/00 , G06Q30/06 , 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。

8. 发明申请

US20140279265A1 SYSTEM AND METHOD TO RETRIEVE RELEVANT INVENTORY USING SKETCH-BASED QUERY 有权
标题翻译：使用基于草图的查询来检索相关库存的系统和方法
公开(公告)号：US20140279265A1
公开(公告)日：2014-09-18
申请号：US14207288
申请日：2014-03-12
申请人： Anurag Bhardwaj , Wei Di , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Wei Di , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06Q30/06 , G06K9/62
CPC分类号： G06Q30/0625 , G06F17/30247 , G06F17/30277 , G06K9/46 , G06K9/6267 , G06Q30/0627
摘要： In various example embodiments, a system and method for sketch based queries are presented. A sketch corresponding to a search item may be received from a user. At least a portion of the sketch may be generated by the user. An item attribute may be extracted from the sketch. The item attributed may correspond to a physical attribute of the search item. A set of inventory items similar to the search item may be identified based on the extracted item attribute and a search scope. The identified set of inventory items may be presented to the user.
摘要翻译：在各种示例性实施例中，呈现用于基于草图的查询的系统和方法。可以从用户接收与搜索项目对应的草图。草图的至少一部分可以由用户生成。可以从草图中提取项目属性。归因的项目可以对应于搜索项目的物理属性。可以基于提取的项目属性和搜索范围来识别与搜索项目相似的一组库存项目。所识别的一组库存物品可以呈现给用户。

9. 发明申请

US20140289069A1 SYSTEM AND METHOD FOR RECOMMENDING HOME DÉCOR ITEMS BASED ON AN IMAGE OF A ROOM 有权
标题翻译：基于房间图像推荐家庭用品的系统和方法
公开(公告)号：US20140289069A1
公开(公告)日：2014-09-25
申请号：US14073721
申请日：2013-11-06
申请人： Anurag Bhardwaj , Robinson Piramuthu , Neelakantan Sundaresan
发明人： Anurag Bhardwaj , Robinson Piramuthu , Neelakantan Sundaresan
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0631 , G06K9/20 , G06K9/4604 , G06K9/4652
摘要： A method, system, and article of manufacture for recommending items for a room. An image of a room is received, a box image is fitted to the image of the room. Information is extracted from the fitted box image and is used for recommending items for the room. The image is a color image and extracting information is done by extracting color histograms from the fitted box image. The color histograms are used to determine items that match the color scheme of the room, the lighting of the room, and/or the decorating style of the room.
摘要翻译：用于为房间推荐物品的方法，系统和制品。接收房间的图像，盒子图像被安装到房间的图像上。信息从装配的盒子图像中提取，并用于为房间推荐物品。图像是彩色图像，并且通过从拟合的盒子图像中提取颜色直方图来完成提取信息。颜色直方图用于确定与房间的配色方案，房间的照明和/或房间的装饰风格相匹配的物品。

10. 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。

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