Video processing method and control platform

A control platform and video processing technology, which is applied in the field of video processing, can solve problems such as inconvenience, time and space constraints, and long processing time, and achieve the effect of improving analysis efficiency

Active Publication Date: 2018-05-08
深圳市华尊科技股份有限公司
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, traditional video surveillance recordings are generally processed locally based on CPU servers or CPU and GPU heterogeneous servers, which cannot be cloud-based and are limited by time and space, which is extremely inconvenient. Moreover, video decoding is usually performed on the CPU, resulting in CPU memory and GPU There is a large amount of data interaction in the video memory, causing bottlenecks, affecting the performance of video structural analysis, and the processing time is too long, which is often unbearable for users

Method used

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Embodiment Construction

[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0033] The terms "first", "second", "third" and "fourth" in the description and claims of the present invention and the drawings are used to distinguish different objects, rather than to describe a specific order . Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited ...

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Abstract

Embodiments of the invention provide a video processing method and a control platform. The method includes the steps of receiving a parsing request sent by a client, the parsing request carrying attribute information of to-be-processed image data, configuring the to-be-processed image data with GPU resources according to the attribute information, receiving the to-be-processed image data through the GPU resources, performing a decoding operation on the to-be-processed image data, performing an acceleration operation on a deep neural network model through a multi-stage compression optimizationmethod, obtaining a deep neural network model after the acceleration operation to perform a video structural analysis on the to-be-processed image data after the decoding operation, obtaining a feature set, and sending the feature set to the client. The embodiments of the invention can improve the efficiency of video structural analysis.

Description

technical field [0001] The invention relates to the technical field of video processing, in particular to a video processing method and a control platform. Background technique [0002] At present, traditional video surveillance recordings are generally processed locally based on CPU servers or CPU and GPU heterogeneous servers, which cannot be cloud-based and are limited by time and space, which is extremely inconvenient. Moreover, video decoding is usually performed on the CPU, resulting in CPU memory and GPU There is a large amount of data interaction in the video memory, causing bottlenecks, affecting the performance of video structural analysis, and the processing time is too long, which is often unbearable for users. Therefore, the problem of how to improve the efficiency of video structured analysis needs to be solved urgently. Contents of the invention [0003] Embodiments of the present invention provide a video processing method and a control platform, which can...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04N19/436H04N19/426H04N19/44G06F9/50G06N3/04G06T1/20
CPCH04N19/426H04N19/436H04N19/44G06F9/5027G06T1/20G06N3/045
Inventor 吴伟华贺武李殿平
Owner 深圳市华尊科技股份有限公司
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