Big data analysis method based on image processing

Abstract

The invention belongs to the technical field of big data analysis, and particularly relates to a big data analysis method based on image processing, which comprises the following steps: data acquisition: receiving video image information transmitted by a wireless sensor network through a remote processing terminal, and preprocessing: correspondingly decompressing the video image information through the remote processing terminal. The image processing method is improved, based on the wireless sensor network technology, the defects that a traditional wiring video monitoring system and a network camera are high in cost, difficult to deploy and high in installation and maintenance difficulty are overcome, and through access integration of a remote processing terminal and a wireless sensor network, collection and processing integration of video image information is achieved, the classification processing of the image information is realized, a user can quickly and conveniently obtain the needed video image information through an intelligent terminal, the collected video image information can be transmitted to an aggregation node, and a real-time image classification function is provided.

Description

Technical field[0001]The present invention belongs to the field of large data analysis, and more particularly to a large data analysis method based on image processing.Background technique[0002]Big data analysis is to analyze the large data of the scale. Big data can be summarized as 5 V, Volume, Velocity, ValieTy, Value, Veracity, Greater Data as the hottest IT industry , With the data warehouse, data security, data analysis, data mining, etc., the use of commercial value around big data, gradually become a profit focus of the industry. As the big data era is coming, big data analysis also came into being.[0003]China Patent Network proposes a large data analysis method based on image processing (authorized notice number CN108549654A), which uses block chain technology to establish image processing database, each user node can participate in the establishment of image processing database, extending image processing Data set, while each node participant can synchronize image processi...

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Problems solved by technology

[0003] China Patent Network has proposed a big data analysis method based on image processing (authorization announcement number is CN108549654A). This patent uses block chain technology to establish an image processing database, and each user node can participate in the establishment of the image processing database, which expands the image processing At the same time, each node participant can synchronize the image processing data set in real time, thus expanding the entire image processing data sample data set. However, the traditional video surveillance system mainly provides the collection function of video image information, and cannot provide real-time image classification, etc. function, and this image processing method cannot extract portrait feature points from face images, and the efficiency of image analysis and processing is low

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