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Information acquisition method and device, electronic equipment and storage medium

An acquisition method and technology of an acquisition device are applied in the fields of electronic equipment and storage media, information acquisition methods and devices, and can solve the problems of video frame accuracy and high cost of video frames.

Pending Publication Date: 2021-10-01
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to overcome the problems existing in the related art, the present disclosure provides an information acquisition method, device, electronic equipment and storage medium to at least solve the problems in the related art of realizing the high cost of determining whether a video frame is an abnormal video frame and determining whether the video frame is abnormal. Whether the accuracy of abnormal video frames is affected by the negative samples collected

Method used

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  • Information acquisition method and device, electronic equipment and storage medium
  • Information acquisition method and device, electronic equipment and storage medium
  • Information acquisition method and device, electronic equipment and storage medium

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Embodiment Construction

[0021] In order to make those skilled in the art better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings.

[0022] It should be noted that the terms "first", "second" and the like in the description and claims of the present disclosure and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used may be interchanged under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with this disclosure. Rather, they are merely examples of apparatus and methods ...

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PUM

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Abstract

The invention relates to an information acquisition method and device, electronic equipment and a storage medium, and the method comprises the steps: inputting a to-be-judged video frame into a first encoder, obtaining an apparent feature corresponding to the to-be-judged video frame, inputting motion information corresponding to the to-be-judged video frame into a second encoder, and obtaining a motion feature corresponding to the to-be-judged video frame; searching a priori preset apparent feature having the shortest distance with the apparent feature corresponding to the to-be-judged video frame from the plurality of preset apparent features, and searching a priori preset motion feature having the shortest distance with the motion feature corresponding to the to-be-judged video frame from the plurality of preset motion features; inputting the priori preset apparent features into a first decoder to obtain a predicted video frame, and inputting the priori preset motion features into a second decoder to obtain predicted motion information; and determining whether the to-be-judged video frame is an abnormal video frame based on the first error corresponding to the to-be-judged video frame and the second error corresponding to the to-be-judged video frame.

Description

technical field [0001] The present disclosure relates to the field of video, and in particular, to a method, an apparatus, an electronic device, and a storage medium for acquiring information. Background technique [0002] When reviewing whether a video is compliant, it can be determined whether a part of the video frame, that is, the video frame, is an abnormal video frame, so as to determine whether the video is related to an abnormal event. In the related art, a neural network for identifying abnormal video frames is trained in a supervised manner. In order to make the neural network used to identify abnormal video frames achieve high accuracy, it is necessary to collect a large number of positive samples, that is, normal video frames, and a large number of negative samples, that is, abnormal video frames. Annotated video frames and a large number of abnormal video frames, thus resulting in a high cost to implement determining whether a video frame is an abnormal video f...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04N19/124H04N19/51H04N21/44H04N21/466
CPCH04N19/124H04N19/51H04N21/44008H04N21/4666
Inventor 章浩郭晓锋张德兵
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD