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    • 34. 发明申请
    • Generating clusters of images for search results
    • 为搜索结果生成图像群集
    • US20070174269A1
    • 2007-07-26
    • US11337825
    • 2006-01-23
    • Feng JingLei ZhangMingjing LiWei-Ying MaChang-Hu Wang
    • Feng JingLei ZhangMingjing LiWei-Ying MaChang-Hu Wang
    • G06F17/30
    • G06F17/30265
    • A method and system for generating clusters of images for a search result of an image query is provided. When an original image query is received, the search system identifies text associated with the original image query by submitting the original image query to a search engine. The search system identifies phrases from the text of the web page containing the search result. The search system uses each of the identified phrases as an image query and submits the image queries to an image search engine. The search system considers the image search result for each image query to represent a cluster of related images. The search system then presents the clusters of images as the images of the image search result of the original image query.
    • 提供了一种用于生成用于图像查询的搜索结果的图像群集的方法和系统。 当接收到原始图像查询时,搜索系统通过将原始图像查询提交给搜索引擎来识别与原始图像查询相关联的文本。 搜索系统从包含搜索结果的网页的文本中识别短语。 搜索系统使用每个识别的短语作为图像查询,并将图像查询提交给图像搜索引擎。 搜索系统考虑每个图像查询的图像搜索结果来表示相关图像的集群。 然后,搜索系统将图像集合呈现为原始图像查询的图像搜索结果的图像。
    • 38. 发明申请
    • Text to Image Translation
    • 文本到图像翻译
    • US20120296897A1
    • 2012-11-22
    • US13110282
    • 2011-05-18
    • Wang Xin-JingLei ZhangWei-Ying Ma
    • Wang Xin-JingLei ZhangWei-Ying Ma
    • G06F17/30
    • G06F17/30265G06F15/18G06F17/30247
    • Techniques are described for online real time text to image translation suitable for virtually any submitted query. Semantic classes and associated analogous items for each of the semantic classes are determined for the submitted query. One or more requests are formulated that are associated with analogous items. The requests are used to obtain web based images and associated surrounding text. The web based images are used to obtain associated near-duplicate images. The surrounding text of images is analyzed to create high-quality text associated with each semantic class of the submitted query. One or more query dependent classifiers are trained online in real time to remove noisy images. A scoring function is used to score the images. The images with the highest score are returned as a query response.
    • 描述了在线实时文本的技术,用于几乎任何提交的查询的图像翻译。 为所提交的查询确定每个语义类的语义类和相关联的类似项。 制定与类似项目相关联的一个或多个请求。 这些请求用于获取基于网络的图像和相关的周围文本。 基于网络的图像用于获取相关的近似重复图像。 分析图像的周围文本,以创建与提交的查询的每个语义类相关联的高质量文本。 一个或多个查询相关分类器在线实时训练,以消除嘈杂的图像。 评分功能用于评分图像。 具有最高分数的图像作为查询响应返回。