Patent ID: 11861909
Assignee: INHA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A video summarization system, comprising:
a memory medium comprising instructions;
a bus coupled to the memory medium; and
a processor coupled to the bus that when executing the instructions causes the system to:
anticipate a candidate importance score by training of the video summarization network using a set of video frames in a video;
interpolate the candidate importance score with respect to other candidate importance scores in the video in order to generate a frame selection probability for each frame of the video; and
generate a video summarization that includes a set of selected frames based on the generated frame selection probability,
wherein the anticipating further includes extracting characteristic information each video frame of the set of video frames using a convolutional neural network trained by image data set, and
wherein the extracted characteristic information is used to train the video summarization network.