Abstract: A method for generating content links between a first digital file and a second digital file by detecting a content feature of a first digital file segment of the first digital file during playback of the first digital file segment of the first digital file, searching an index of a plurality of content features for a plurality of segments including a second digital file segment of the second digital file, and dynamically generating a link between the first digital file one segment of the first digital file and the second digital file segment of the second digital file when a content feature of the first digital file segment of the first digital file is related to the content feature of the at least one segment of the second digital file.

Abstract: A method identifies user demographic characteristics, such as age and gender. First, a plurality of photos are acquired from postings to a social media site by a specific user. A plurality of facial images are identified in the acquired photos. Using a selected subset of the facial images, the method estimates one or more demographic characteristics of the user. In some cases, the estimation uses a profile photograph of the user. In some cases, the facial images are clustered based on similarity. The cluster that most closely matches the profile photo is used for demographic analysis to estimate the characteristics of the user. In some cases, a cluster is selected based on cluster purity, and the images in the cluster are used to estimate the characteristics of the user. In some cases, other self-portrait features are used, such as large facial images or arms along the perimeter of photographs.

Abstract: A video segment selection method and system that determines a set of segment boundaries in the video, determines a segment boundary tree from the set of segment boundaries, presents a video timeline that shows a plurality of segment boundaries from a first level of the segment boundary tree, receives a first selection point and a first request to change a zoom factor for an interval of the video timeline around the first selection point, and, in response to the first request to change the zoom factor for the interval of the video timeline around the first selection point, updates the video timeline in the interval around the first selection point to show a plurality of segment boundaries from a second level of the segment boundary tree corresponding to the changed zoom factor.

Abstract: A video segment selection method and system that determines a set of segment boundaries in the video, determines a segment boundary tree from the set of segment boundaries, presents a video timeline that shows a plurality of segment boundaries from a first level of the segment boundary tree, receives a first selection point and a first request to change a zoom factor for an interval of the video timeline around the first selection point, and, in response to the first request to change the zoom factor for the interval of the video timeline around the first selection point, updates the video timeline in the interval around the first selection point to show a plurality of segment boundaries from a second level of the segment boundary tree corresponding to the changed zoom factor.

Abstract: Provided is an off-center embedded media marker, which may have a form of an iconic marker printed outside the boundary of a region of interest in a document or other article and indicating an available media object or a function associated with the aforesaid region of interest. This marker is used by defining a sight element with the boundary shape of the marker near the edge of a viewable portion of a display, aligning the sight element with the marker and capturing an image of a predetermined region of the document without using a visible region boundary on the hardcopy document. The media or function associated with the marker is automatically determined by performing a feature-based analysis of the captured image similarly to the techniques developed in connection with the conventional embedded media markers. Upon the determination, the associated media is retrieved of the associated function is performed.

Abstract: A method for generating content links between a first digital file and a second digital file by detecting a content feature of a first digital file segment of the first digital file during playback of the first digital file segment of the first digital file, searching an index of a plurality of content features for a plurality of segments including a second digital file segment of the second digital file, and dynamically generating a link between the first digital file one segment of the first digital file and the second digital file segment of the second digital file when a content feature of the first digital file segment of the first digital file is related to the content feature of the at least one segment of the second digital file.

Abstract: Systems and methods provide for determining a location and size of a visual link to digital media on physical media such as a paper document. An authoring tool for creating a link on a paper document, such as an Embedded Media Marker (EMM), identifies and scores other EMMs and related keypoints on the document to determine similarities between a newly-created EMM and other EMMs and keypoints on the paper document. The scores are visualized for a user on a display in order to position and size the newly-created EMM in a location on the paper document that will avoid confusion with other EMMs and related content. The location and size of the newly-created EMM may be automatically adjusted based on the scoring of the keypoints and related EMMs.

Abstract: Systems and methods provide for determining a location and size of a visual link to digital media on physical media such as a paper document. An authoring tool for creating a link on a paper document, such as an Embedded Media Marker (EMM), identifies and scores other EMMs and related keypoints on the document to determine similarities between a newly-created EMM and other EMMs and keypoints on the paper document. The scores are visualized for a user on a display in order to position and size the newly-created EMM in a location on the paper document that will avoid confusion with other EMMs and related content. The location and size of the newly-created EMM may be automatically adjusted based on the scoring of the keypoints and related EMMs.