Abstract: Method and device are described for customizing the content selection to present on a display device based on identifying the viewer of the device. In one embodiment, the present disclosure relates to selecting from among a group of digital images, those images that are most likely to be of interest to the viewer. In general, many of the images available to the display device will be comprised of images containing subject faces. Using the relationship information to predict subject affinity, the display device computes an image affinity for each image by accumulating the individual subject affinity predictions between the viewer and each subject identified in each image. The image affinities are used to select images for presentation on the display device.

Abstract: Methods and systems for the contextual display of image tags in a social network are disclosed. According to an aspect, a method includes obtaining text for display with an image. The method also includes displaying the image in a first display area. Further, for a portion of the text, the method includes determining whether the portion is designated as a recommended tag or not. In response to determining that the portion is designated as the recommended tag, displaying the portion in a second display area and indicating that the portion is the recommended tag, and in response to determining that the portion is not designated as the recommended tag, displaying the portion in the second display area and indicating that the portion is not the recommended tag.

Abstract: Apparatus are described for performing an action based on determining that the contents of a first image collection and a second image collection are similar. In one aspect, the present disclosure relates to comparing digests representing the two image collections to determine proximity. The digest may be obtained and the comparison made at a server. The actions performed based on a proximity determination may comprise notifying a user of a first collection sharing device of the availability of a second collection sharing device, and/or the retrieval of one or more images from the second image collection. In another aspect of the present disclosure, proximity may be measured by comparing subject faces present in a first image collection to subject faces present in the second image collection.

Abstract: Systems, methods, and computer readable medium are described for performing an action based on determining that the contents of a first image collection and a second image collection are similar. In one aspect, the present disclosure relates to comparing digests representing the two image collections to determine proximity. The digest may be obtained and the comparison made at either a collection sharing device or at a proxy server. The actions performed based on a proximity determination may comprise notifying a user of a first collection sharing device of the availability of other collection sharing devices, or the retrieval of one or more images from the other image collections. In another aspect of the present disclosure, proximity may be measured by comparing subject faces comparing in a first image collection to the faces present in a second image collection.