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Video processing method and device, electronic equipment and storage medium

A video processing and video technology, which is applied in the computer field, can solve the problems of high computing overhead, etc., and achieve the effect of improving precision, expressing ability, and improving processing efficiency

Active Publication Date: 2019-12-31
SHENZHEN SENSETIME TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In related technologies, these timing information can be extracted and utilized through optical flow and 3D convolutional neural networks, but these methods have high computational overhead and are difficult to apply in practice

Method used

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  • Video processing method and device, electronic equipment and storage medium
  • Video processing method and device, electronic equipment and storage medium
  • Video processing method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0084] Various exemplary embodiments, features, and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0085] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as superior or better than other embodiments.

[0086] The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the term "at least one" herein mean...

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Abstract

The invention relates to a video processing method and device, electronic equipment and a storage medium. The video processing method comprises the steps: determining a plurality of target video frames in a plurality of video frames of a to-be-processed video; respectively carrying out feature extraction processing of a plurality of channels on the plurality of target video frames to obtain firstfeature maps of the plurality of channels of the target video frames; performing space-time extraction processing on the first feature map of the target video frame to obtain space-time feature information of the target video frame; and recognizing the to-be-processed video according to the space-time feature information to obtain a recognition result. The video processing method obtains the spatial-temporal feature information through sequential replacement processing and feature extraction processing, and does not need to use modes such as optical flow or three-dimensional convolution with large operation expenditure to obtain the spatial-temporal feature information, so that the processing efficiency is improved, and good spatial-temporal feature information expression capacity can be obtained under the condition that the number of parameters of the neural network is not increased.

Description

technical field [0001] The present disclosure relates to the technical field of computers, and in particular to a video processing method and device, electronic equipment and storage media. Background technique [0002] Video recognition is a very challenging task in the field of computer vision and artificial intelligence, and has a wide range of applications in the real world. For example, in terms of short video applications, if you can accurately understand the content of the entire short video, you can recommend different content for different customers, and realize personalized content recommendation for thousands of people. In the field of security monitoring, accurate identification of abnormal behavior events in the video can play a very positive role in preventing and suppressing dangerous behaviors in time. Compared with image recognition, video recognition includes video timing information, which can be used to further help video recognition. In related technol...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V20/46G06N3/045G06F18/214
Inventor 卢宇周瑶马平川张伟
Owner SHENZHEN SENSETIME TECH CO LTD
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