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Computer imaging control method based on image identification

A technology of image recognition and imaging control, which is applied in computer parts, calculation, character and pattern recognition, etc., can solve problems such as difficult to handle, large amount of waveform space-time data, and large amount of waveform data, so as to reduce data volume and reduce data loss. volume effect

Active Publication Date: 2017-05-31
NANJING UNIV OF POSTS & TELECOMM
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Problems solved by technology

[0009] The present invention preprocesses the problem that the waveform data volume is large and difficult to process, that is, the technical problem to be solved by the present invention is to provide a computer imaging control method based on image recognition, which can solve the problem that the waveform data volume is large and difficult to quickly calculate and process. and the problem of image sensitive area recognition and detection

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Embodiment Construction

[0023] The present invention is described in further detail now in conjunction with accompanying drawing. The accompanying drawings are used to provide a further understanding of the present invention, and constitute a part of the description, and are used together with the embodiments of the present invention to explain the present invention, and do not constitute a limitation to the present invention.

[0024] Such as figure 1 As shown, the present invention discloses a computer imaging control method based on image recognition, comprising the following steps:

[0025] S1. Acquisition and processing of waveform data and establishing an initial image, using image recognition and optimization classification to select representative spatio-temporal data, performing computer inversion imaging on the optimized data to output an image of unknown object parameters, and using machine learning-based technology to image Identify the abnormal area and determine whether more abnormal a...

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Abstract

The invention discloses a computer imaging control method based on image identification. The computer imaging control method comprises the following steps of firstly, obtaining and processing waveform data, establishing an initializing image, utilizing image identification and optimizing classification to select representative time and space data, performing computer reverse revolution imaging on the optimized data, and outputting a parameter image of an unknown object; building a parameter image model with a fuzzy structure, and setting a threshold value to classify a data set, so as to reduce the data amount; utilizing an image identifying technique to identify an abnormal area with liability of energy storage from a high-dimensional parameter image of the unknown object structure outputted by the reverse revolution imaging; feeding back to judge whether more data of the abnormal area is required for computer imaging again. The computer imaging control method has the advantage that on the basis of image identification and machine learning algorithm, waveform data and image data after computer imaging, the time and space data is subjected to image identification and optimizing classification in the data pre-processing phase; the image data with higher similarity can be interchanged, so as to reduce the data amount.

Description

technical field [0001] The invention belongs to the field of computer imaging, in particular to a computer imaging control method based on image recognition. Background technique [0002] With the enhancement of hardware computing power, computer imaging has been more widely and deeply applied in various practical problems such as energy survey, CT imaging and weather forecast. Due to the huge amount of spatio-temporal data collected by sensors and their related networks, if these data are used as direct input for imaging, although the data can be fully utilized to a certain extent, it cannot guarantee high imaging quality and will also cost At the same time, if the data is not preprocessed, it is easy to cause confusing pixels in the output structure parameter image. Image recognition method is an important tool to solve this series of problems. [0003] At present, almost all energy survey companies, such as: Chevron, PetroChina, BP, ExxonMobil, etc. have used various im...

Claims

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Application Information

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IPC IPC(8): G06K9/54
CPCG06V10/20
Inventor 余瀚吴彬李涛李华康陈向东
Owner NANJING UNIV OF POSTS & TELECOMM
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