Abstract: A computer-assisted method for producing a space time summary for one or more original videos includes automatically recognizing a key element in an original video, extracting pixels related to the key element from a series of video frames of the original video, producing a video bit comprising a series of video frames comprising the pixels and audio information extracted from the original video, wherein at least one video frame of the video bit is formed by a subset of pixels of the corresponding video frame in the original video, automatically displaying a plurality of video bits in a user interface, wherein the plurality of video bits are extracted from one or more original videos, and provide a space time summary for the one or more original videos, and allowing two of the plurality of video bits to be played simultaneously with audio and motion in the user interface.

Abstract: A system and method is provided for generating summaries of video clips and then utilizing a source of data indicative of the consumption by viewers of those video summaries. In particular, summaries of videos are published and audience data is collected regarding the usage of those summaries, including which summaries are viewed, how they are viewed, the duration of viewing and how often. This usage information may be utilized in a variety of ways. In one embodiment, the usage information is fed into a machine learning algorithm that identifies, updates and optimizes groupings of related videos and scores of significant portions of those videos in order to improve the selection of the summary. In this way the usage information is used to find a summary that better engages the audience. In another embodiment usage information is used to predict popularity of videos. In still another embodiment usage information is used to assist in the display of advertising to users.

Abstract: A computer-assisted method for producing a space time summary for one or more original videos includes automatically recognizing a key element in an original video, extracting pixels related to the key element from a series of video frames of the original video, producing a video bit comprising a series of video frames comprising the pixels and audio information extracted from the original video, wherein at least one video frame of the video bit is formed by a subset of pixels of the corresponding video frame in the original video, automatically displaying a plurality of video bits in a user interface, wherein the plurality of video bits are extracted from one or more original videos, and provide a space time summary for the one or more original videos, and allowing two of the plurality of video bits to be played simultaneously with audio and motion in the user interface.