SUMMARIZING VIDEOS VIA SIDE INFORMATION

Patent №

US 11,538,248

Granted

2022-12-27

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17081239

Machine learning-based techniques for summarizing collections of data such as image and video data leveraging side information obtained from related (e.g., video) data are provided. In one aspect, a method for video summarization includes: obtaining related videos having content related to a target video; and creating a summary of the target video using information provided by the target video and side information provided by the related videos to select portions of the target video to include in the summary. The side information can include video data, still image data, text, comments, natural language descriptions, and combinations thereof.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 16/739G06V 20/47G06F 16/7844G06N 3/045G06N 3/0464G06N 5/022G06N 20/00G06V 10/82+1 more

AI classification

Natural language1.00
Vision1.00
Machine learning1.00
Speech1.00
Knowledge representation1.00
AI hardware0.96
Planning0.36
Evolutionary computation0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 541820426

Assignors

PANDA, RAMESWAR, GAN, CHUANG, CHEN, PIN-YU, WU, BO

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

From the same owner

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