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High-efficiency similar picture identification method based on picture mining technology

A technology of similar pictures and recognition methods, which is applied in the field of efficient similar picture recognition, can solve problems such as time-consuming and complicated applications, and achieve the effect of improving extraction efficiency and promoting application value

Inactive Publication Date: 2017-03-22
SHANDONG INSPUR CLOUD SERVICE INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This process needs to scale the image, calculate the gray level, calculate the average value, calculate the hash value, etc., so it takes a lot of time
and can be overly complex for some applications

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0017] The present invention will be further described below in conjunction with specific examples.

[0018] The present invention provides an efficient similar image recognition method based on image mining technology. By uniformly converting the format of the image, and then segmenting the image according to certain rules, and calculating the feature value of the segmented part, this matching is become simpler and more efficient. For example, image retrieval based on image content, that is, when searching an image by image, give you a certain person to list some of the most matching images in the massive image database, and you can quickly retrieve the results. The influence of the image format is avoided through the unified conversion of the format. The size of the image itself and the influence of the watermark on the feature value are resolved by segmenting the image.

[0019] Its specific implementation process is:

[0020] Convert the pictures in a unified format. Th...

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PUM

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Abstract

The invention discloses a high-efficiency similar picture identification method based on a picture mining technology. The high-efficiency similar picture identification method comprises the following implementation processes of: performing unified conversion of formats of pictures, wherein the pictures are pictures in a picture database; and the picture database P is {P1, P2, P3, P4, ......, Pn}, and includes n pictures; performing segmentation according to a certain rule, and performing calculation of a characteristic value of a segmented part; and warehousing and storing the pictures, wherein when the pictures are warehoused, the characteristic values thereof together with picture contents are stored in a characteristic value database; the characteristic value database D is {T1, T2, T3, T4, ......, Tn}; and the characteristic value stored by the Ti in the D corresponds to a Pi picture in the P. Compared with the prior art, the high-efficiency similar picture identification method based on the picture mining technology disclosed by the invention has the advantages that: zooming and gray calculation of pictures are unnecessary; the characteristic value extraction efficiency is increased; and the high-efficiency similar picture identification method is high in practicability, wide in application range and easy to popularize.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an efficient similar picture recognition method based on picture mining technology. Background technique [0002] Due to the continuous development of computer technology and information technology, image recognition technology is used more and more widely: such as fingerprint recognition, iris recognition, handwritten Chinese character recognition, traffic sign recognition, gesture recognition, face recognition, robot vision, etc. , and with the needs of the socialization of practical activities, there are more and more types of things that need to be classified and identified, and the content of the identified objects is becoming more and more complex. Image recognition not only plays a very important role in the fields of agriculture, industry, medicine and high-tech industries, but also has penetrated more and more into our lives. [0003] In image processing, the calculat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/51G06F16/583
Inventor 王洪添王树峥
Owner SHANDONG INSPUR CLOUD SERVICE INFORMATION TECH CO LTD