CN103064981A - Method for searching images on basis of cloud computing - Google Patents
Method for searching images on basis of cloud computing Download PDFInfo
- Publication number
- CN103064981A CN103064981A CN2013100179394A CN201310017939A CN103064981A CN 103064981 A CN103064981 A CN 103064981A CN 2013100179394 A CN2013100179394 A CN 2013100179394A CN 201310017939 A CN201310017939 A CN 201310017939A CN 103064981 A CN103064981 A CN 103064981A
- Authority
- CN
- China
- Prior art keywords
- picture
- similarity
- digital model
- information
- sample
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Landscapes
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Processing Or Creating Images (AREA)
Abstract
本发明提供一种基于云计算的图片搜索方法，用户在终端上传要搜索的样本图片，云端服务器对样本图片进行数字信息分析，获取样本图片的曝光直方图、色相、亮度、饱和度、灰度数字信息，建立基本的图片数字模型，然后根据用户设置的搜索相似度，与云端服务器的海量图片信息数字模型匹配查询，返回与样本图片相似度匹配的图片信息，并且返回结果按照相似度排序，该方法不仅能够提高互联网图片搜索的效率和准确度，而且能够为移动终端提供图片精确搜索，同时，本发明还可以用于图片甄别技术。
The present invention provides a cloud computing-based picture search method. The user uploads a sample picture to be searched on the terminal, and the cloud server analyzes the digital information of the sample picture to obtain the exposure histogram, hue, brightness, saturation, and grayscale of the sample picture. Digital information, establish a basic image digital model, and then match and query with the massive image information digital model of the cloud server according to the search similarity set by the user, and return the image information that matches the similarity of the sample image, and the returned results are sorted according to the similarity. The method can not only improve the efficiency and accuracy of Internet picture search, but also provide accurate picture search for mobile terminals, and at the same time, the invention can also be used in picture discrimination technology.
Description
Technical field
The present invention relates to the cloud search field, be specifically related to a kind of image searching method based on cloud computing, but the fields such as widespread use and internet hunt, pictorial information examination, mobile terminal picture retrieval.
Background technology
Development along with Information technology, cloud computing progressively becomes the Hot spots for development of industry, and the cloud computing service platform of domestic and international all big enterprises also begins to put into one after another a plurality of fields such as science, education, culture, health, government, high-performance calculation, ecommerce, Internet of Things to be used.
Under modern network environment, picture often can the more information of expression ratio text description, and modern numerous search engine is confined to carry out picture searching by key word mostly, picture searching function imperfection, and accuracy and efficiency is all lower.The present invention proposes a kind of efficient, accurate, intelligent image searching method based on cloud computing.
Summary of the invention
Technical assignment of the present invention is to solve the deficiencies in the prior art, and a kind of image searching method based on cloud computing is provided.
Technical scheme of the present invention realizes in the following manner, the user uploads the samples pictures that will search in terminal, cloud server carries out the numerical information analysis to samples pictures, obtain exposure histogram, form and aspect, brightness, saturation degree, the gray scale numerical information of samples pictures, set up basic picture digital model, then the search similarity that arranges according to the user, mass picture message digit Model Matching inquiry with cloud server, return the pictorial information with samples pictures similarity coupling, and return results is according to sequencing of similarity, and concrete steps are as follows:
Step (1) user uploads samples pictures, and the user uploads the samples pictures that will search for by internet terminal or portable terminal;
Step (2) is set up the samples pictures digital model, and exposure histogram, form and aspect, brightness, saturation degree, the half-tone information of the samples pictures of cloud server analytical procedure (1) are set up digital model;
Mass picture message digit model on step (3) the inquiry cloud server, the retrieval similarity that arranges according to the user, digital model and the mass picture numerical information Model Matching of the samples pictures that step (2) is generated;
Step (4) is returned Search Results, with the matching result of step (3) according to sequencing of similarity after, return to the user.
Outstanding beneficial effect of the present invention: the method not only can improve efficient and the accuracy of internet picture searching, and can provide the picture precise search for portable terminal, and simultaneously, the present invention can also be used for picture and screen technology.
Description of drawings
Fig. 1 is the picture searching process flow diagram.
Embodiment
Below in conjunction with accompanying drawing method of the present invention is described in further detail.
The technical solution used in the present invention is: the user uploads the samples pictures that will search in terminal, cloud server carries out the numerical information analysis to samples pictures, obtain the information such as exposure histogram, form and aspect, brightness, saturation degree, gray scale of samples pictures, set up basic picture digital model, then the search similarity that arranges according to the user, mass picture message digit Model Matching inquiry with cloud server, return the pictorial information that mates with the samples pictures similarity, and return results is according to sequencing of similarity.
The present invention is based on high efficiency, the reliability of cloud computing, the characteristics of multiple terminals, by the numerical information of analyzing samples picture, with the mass picture digital model coupling of cloud server, according to different similarities, return different Search Results.
The user uploads the samples pictures that will search for, and the exposure histogram of this picture of system acquisition, form and aspect, brightness, saturation degree, gray scale digital information are set up basic digital model.
Utilize the characteristics such as high efficiency, reliability of cloud computing, analyze the picture numerical information of magnanimity, according to different picture formats, set up respectively the pictorial information digital model, for picture searching provides Data support.
According to different similarities, return different Search Results, it is characterized in that: the user can arrange different search similarities according to oneself requirement, and similarity is higher, and Search Results is more accurate, and return data is fewer, otherwise the result is fuzzyyer, and return data is more.
As described in the summary of the invention, architecture of the present invention mainly comprises:
The user uploads samples pictures (1), sets up samples pictures digital model (2), and the mass picture message digit model (3) on the inquiry cloud server returns Search Results (4).
Step (1) user uploads samples pictures, and the user uploads the samples pictures that will search for by internet terminal or portable terminal;
Step (2) is set up the samples pictures digital model, and the information such as the exposure histogram of the samples pictures of cloud server analytical procedure (1), form and aspect, brightness, saturation degree, gray scale are set up digital model;
Mass picture message digit model on step (3) the inquiry cloud server, the retrieval similarity that arranges according to the user, digital model and the mass picture numerical information Model Matching of the samples pictures that step (2) is generated;
Step (4) is returned Search Results, with the matching result of step (3) according to sequencing of similarity after, return to the user.
Except the disclosed technical characterictic of instructions of the present invention, be the public office technology of those skilled in the art.
Claims (1)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2013100179394A CN103064981A (en) | 2013-01-18 | 2013-01-18 | Method for searching images on basis of cloud computing |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2013100179394A CN103064981A (en) | 2013-01-18 | 2013-01-18 | Method for searching images on basis of cloud computing |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN103064981A true CN103064981A (en) | 2013-04-24 |
Family
ID=48107611
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN2013100179394A Pending CN103064981A (en) | 2013-01-18 | 2013-01-18 | Method for searching images on basis of cloud computing |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103064981A (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104133816A (en) * | 2013-05-03 | 2014-11-05 | 三星电子（中国）研发中心 | Method and device for searching images |
| CN105095919A (en) * | 2015-09-08 | 2015-11-25 | 北京百度网讯科技有限公司 | Image recognition method and image recognition device |
| CN105095336A (en) * | 2014-05-23 | 2015-11-25 | 岳造宇 | Information inquiry method, information providing method, information inquiry system and server thereof |
| CN106844747A (en) * | 2017-02-16 | 2017-06-13 | 国网上海市电力公司 | Transmission line equipment association picture crawling method based on seed picture recognition |
| CN108021603A (en) * | 2017-09-25 | 2018-05-11 | 嘉善锐琦花边有限公司 | A kind of fabrics sample searches apparatus and method based on texture analysis and cloud computing |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7359578B2 (en) * | 2003-07-25 | 2008-04-15 | Ricoh Company, Ltd. | Information processing apparatus, and program, computer readable medium, and method for searching for image data |
| CN102012934A (en) * | 2010-11-30 | 2011-04-13 | 百度在线网络技术（北京）有限公司 | Method and system for searching picture |
| CN102231149A (en) * | 2010-12-22 | 2011-11-02 | 辜进荣 | Method for searching visual information of mobile phone based on local characteristics |
| CN102682091A (en) * | 2012-04-25 | 2012-09-19 | 腾讯科技（深圳）有限公司 | Cloud-service-based visual search method and cloud-service-based visual search system |
-
2013
- 2013-01-18 CN CN2013100179394A patent/CN103064981A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7359578B2 (en) * | 2003-07-25 | 2008-04-15 | Ricoh Company, Ltd. | Information processing apparatus, and program, computer readable medium, and method for searching for image data |
| CN102012934A (en) * | 2010-11-30 | 2011-04-13 | 百度在线网络技术（北京）有限公司 | Method and system for searching picture |
| CN102231149A (en) * | 2010-12-22 | 2011-11-02 | 辜进荣 | Method for searching visual information of mobile phone based on local characteristics |
| CN102682091A (en) * | 2012-04-25 | 2012-09-19 | 腾讯科技（深圳）有限公司 | Cloud-service-based visual search method and cloud-service-based visual search system |
Non-Patent Citations (1)
| Title |
|---|
| 白了少年头: "颜色的原理 三基色原理以及HLS原理", 《WWW.CNBLOGS.COM/YXNCHINAHLJ/ARCHIVE/2011/03/04/1970735.HTML》 * |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104133816A (en) * | 2013-05-03 | 2014-11-05 | 三星电子（中国）研发中心 | Method and device for searching images |
| CN104133816B (en) * | 2013-05-03 | 2017-11-07 | 三星电子（中国）研发中心 | The method and apparatus for searching for image |
| CN105095336A (en) * | 2014-05-23 | 2015-11-25 | 岳造宇 | Information inquiry method, information providing method, information inquiry system and server thereof |
| CN105095919A (en) * | 2015-09-08 | 2015-11-25 | 北京百度网讯科技有限公司 | Image recognition method and image recognition device |
| CN106844747A (en) * | 2017-02-16 | 2017-06-13 | 国网上海市电力公司 | Transmission line equipment association picture crawling method based on seed picture recognition |
| CN108021603A (en) * | 2017-09-25 | 2018-05-11 | 嘉善锐琦花边有限公司 | A kind of fabrics sample searches apparatus and method based on texture analysis and cloud computing |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11899681B2 (en) | Knowledge graph building method, electronic apparatus and non-transitory computer readable storage medium | |
| CN105843858B (en) | A method and device for pushing learning resources | |
| CN106372113B (en) | The method for pushing and system of news content | |
| CN102902821B (en) | The image high-level semantics mark of much-talked-about topic Network Based, search method and device | |
| CN102591867B (en) | Searching service method based on mobile device position | |
| CN105550190A (en) | Knowledge graph-oriented cross-media retrieval system | |
| CN106611015B (en) | Label processing method and device | |
| CN103064981A (en) | Method for searching images on basis of cloud computing | |
| CN104615715A (en) | Social network event analyzing method and system based on geographic positions | |
| CN102855317A (en) | Multimode indexing method and system based on demonstration video | |
| CN108829661B (en) | A News Subject Name Extraction Method Based on Fuzzy Matching | |
| CN111949806A (en) | A Cross-Media Retrieval Method Based on Resnet-Bert Network Model | |
| CN103064985B (en) | Priori knowledge based image retrieval method | |
| CN112015918A (en) | Data processing method and device | |
| CN114120064A (en) | Training data set generation method, neural network training method and device | |
| CN116881430B (en) | Industrial chain identification method and device, electronic equipment and readable storage medium | |
| CN118626615A (en) | Automatic question-answering method, device, electronic device, and computer storage medium | |
| CN115905284A (en) | A data processing method, device, equipment and storage medium | |
| CN106980639B (en) | Short text data aggregation system and method | |
| CN112364829A (en) | Face recognition method, device, equipment and storage medium | |
| CN104410533A (en) | Network user behavior identification system | |
| CN105701227A (en) | Cross-media similarity measure method and search method based on local association graph | |
| US10853429B2 (en) | Identifying domain-specific accounts | |
| CN114491010A (en) | Training method and device for information extraction model | |
| CN105930391A (en) | Update method and image server of image sample database of super-resolution image system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20130424 |