NEAR-LOSSLESS VIDEO SUMMARIZATION

Patent №

US 9,628,673

Granted

2017-04-18

Filed 2010

Owner

MICROSOFT CORPORATION

AI components

4

nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12768769

Described is perceptually near-lossless video summarization for use in maintaining video summaries, which operates to substantially reconstruct an original video in a generally perceptually near-lossless manner. A video stream is summarized with little information loss by using a relatively very small piece of summary metadata. The summary metadata comprises an image set of synthesized mosaics and representative keyframes, audio data, and the metadata about video structure and motion. In one implementation, the metadata is computed and maintained (e.g., as a file) to summarize a relatively large video sequence, by segmenting a video shot into subshots, and selecting keyframes and mosaics based upon motion data corresponding to those subshots. The motion data is maintained as a semantic description associated with the image set. To reconstruct the video, the metadata is processed, including simulating motion using the image set and the semantic description, which recovers the audiovisual content without any significant information loss.

Natural languageVisionKnowledge representationPlanningH04N 5/144G06V 20/47G11B 27/034G11B 27/105G11B 27/28H04N 19/159H04N 19/25H04N 19/61+6 more

AI classification

Vision1.00
Natural language0.96
Knowledge representation0.91
Planning0.89
Machine learning0.04
AI hardware0.02
Evolutionary computation0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 243410700

Assignors

MEI, TAO, HUA, XIAN-SHENG, LI, SHIPENG, TANG, LIN-XIE

On an employer assignment, the assignors are typically the inventors.

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