VANCOUVER, B.C., CANADA—Disney Researchers have come up with a way to auto-edit together footage from multiple social cameras. The team created an algorithm that takes in multiple video feeds and outputs a “single video of user-specified length that cuts between the multiple feeds automatically,” according to their research paper.
Researchers Ido Arev, Hyun Soo Park, Yaser Sheikh, Jessica Hodgins and Ariel Shamir, said their algorithm uses “existing cinematic rules.”
By determining the center of attention of the cameras and, by default, their operators, the algorithm indicates where the cuts should go. The center of attention is key. It is derived from the orientation of each person involved in a group activity and the footage they capture. The aggregate of the resulting viewing angles is referred to as the “gaze concurrence” or “3D joint attention,” which produces a metric for the “spatial and temporal location of the important ‘content’ of the activity.”
This information is used to plot a path on a trellis graph to determine edit cuts while avoiding jump cuts and crossing the line of action. The algorithm is said to cut according to the action and automatically switches between levels of zoom.
“While this indicator does not describe a complex narrative flow as a human editor might…. It does provide the information needed to create a watchable cutoff the video that condenses the video footage [a] hundredfold or more while retaining the important action that occurred during the event,” they said.
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