摘要:
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.
摘要:
Techniques are described for placing sponsored-content associated with an image. The techniques may include matching a first image for which a sponsored-content item is to be selected with a reference image. A sponsored-content item to be presented may be selected based on an association between the reference image with the sponsored-content item to be presented.
摘要:
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.
摘要:
Techniques for identifying groups of local features in an image and presenting advertisement information associated with stored images that match one or more features within the group of local features are described. The techniques include providing an image, identifying a region of interest in the image, providing a user-selectable link associated with the region of interest in the image, receiving a request for the region of interest in the image via the user-selectable link, and presenting advertisement information associated with a stored image that matches one or more features within the requested region of interest.
摘要:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for evaluating image similarity. In one aspect, a method includes receiving, by a data processing apparatus, image search data for different search sessions, a search session being a pre-specified period, the image search data for a search session including: search query data specifying search queries that were received during the search session; responsive image data specifying images that were identified in response to the search queries; and interaction data specifying images referenced by search results with which a user interacted. Sets of learning images are identified based on the image search data. The sets of learning images include co-selected images for the search sessions. A query-dependent image profile for a particular image is determined based in part on the co-selected images that were identified in response to the particular query.
摘要:
A system determines ranking scores for objects based on “virtual” links defined for the objects. A link-based ranking score may then be calculated for the objects based on the virtual links. In one implementation, the virtual links are determined based on a metric of content-based similarity between the objects.
摘要:
The subject matter of this specification can be embodied in, among other things, a computer-implemented method that includes receiving a plurality of images having human faces. The method further includes generating a data structure having representations of the faces and associations that link the representations based on similarities in appearance between the faces. The method further includes outputting a first gender value for a first representation of a first face that indicates a gender of the first face based on one or more other gender values of one or more other representations of one or more other faces that are linked to the first representation.
摘要:
Methods, systems, and apparatus, including computer program products are provided for ranking distinct book content items based on implicit links to other distinct book content items. The implicit links are defined based on the identification of matching features in the distinct book content items. In some implementations, the matching features are uncommon phrases in textual content of the distinct book content items. Edges representing implicit links are generated between distinct nodes representing distinct book content items in a weighted graph. Search results for distinct book content items can be ordered based on the edges connected to the distinct nodes in the weighted graph that represent the distinct book content items.
摘要:
The subject matter of this specification can be embodied in, among other things, a computer-implemented item identification method that includes identifying an item in an image received from a remote electronic device; transmitting search results containing information about the item for one or more vendors of the item; and transmitting to the remote device code for executing an order for the item from the one or more vendors of the item.
摘要:
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.