基于S3C6410和Linux的移動(dòng)目標(biāo)智能檢測(cè)系統(tǒng)設(shè)計(jì)與實(shí)現(xiàn)
發(fā)布時(shí)間:2019-06-22 19:53
【摘要】:嵌入式網(wǎng)絡(luò)視頻監(jiān)控相對(duì)于傳統(tǒng)的視頻監(jiān)控有著低成本、低功耗、可靠性高、可網(wǎng)絡(luò)管理和交互等諸多優(yōu)點(diǎn),而隨著嵌入式技術(shù)和圖像處理技術(shù)的發(fā)展,基于嵌入式網(wǎng)絡(luò)視頻監(jiān)控的移動(dòng)目標(biāo)檢測(cè)監(jiān)控系統(tǒng)因其主動(dòng)監(jiān)控性、大大提升了監(jiān)控效率等優(yōu)勢(shì)使得移動(dòng)目標(biāo)檢測(cè)監(jiān)控逐漸成為視頻監(jiān)控領(lǐng)域的研究熱點(diǎn)。 本文針對(duì)傳統(tǒng)的視頻監(jiān)控均屬被動(dòng)監(jiān)控、記錄的視頻圖像數(shù)據(jù)所需空間極大、監(jiān)控效率低下、往往需要特定人員24小時(shí)不間斷監(jiān)控等缺陷,設(shè)計(jì)了一種著重在主動(dòng)監(jiān)控技術(shù)的移動(dòng)目標(biāo)檢測(cè)監(jiān)控系統(tǒng),,移動(dòng)目標(biāo)檢測(cè)作為計(jì)算機(jī)視覺(jué)技術(shù)應(yīng)用的一個(gè)重要分支,目的是實(shí)現(xiàn)對(duì)監(jiān)控區(qū)域內(nèi)的移動(dòng)目標(biāo),如車(chē)輛,行人等進(jìn)行實(shí)時(shí)的視頻采集與檢測(cè),并將這些用戶感興趣的信息存儲(chǔ)起來(lái)作為分析現(xiàn)場(chǎng)狀況的重要依據(jù),以達(dá)到主動(dòng)監(jiān)控、節(jié)省資源、提升監(jiān)控效率的目的。系統(tǒng)具體設(shè)計(jì)由幾個(gè)部分組成,在對(duì)文章需求分析的基礎(chǔ)上確定了系統(tǒng)的硬件和操作系統(tǒng)構(gòu)成,選擇了三星公司生產(chǎn)的S3C6410處理器作為系統(tǒng)處理核心及Linux作為系統(tǒng)運(yùn)行的操作系統(tǒng),在此基礎(chǔ)了逐步確定了系統(tǒng)外圍硬件設(shè)計(jì)和軟件設(shè)計(jì),搭建了系統(tǒng)框架,隨后逐步說(shuō)明了系統(tǒng)中從視頻采集、壓縮、傳輸過(guò)程中需要解決的關(guān)鍵技術(shù),并基于B/S模式架設(shè)了嵌入式Web服務(wù)器以實(shí)現(xiàn)實(shí)時(shí)查看監(jiān)控場(chǎng)景,最后以移動(dòng)目標(biāo)檢測(cè)為核心對(duì)系統(tǒng)應(yīng)用進(jìn)行了測(cè)試評(píng)價(jià)。 實(shí)驗(yàn)測(cè)試結(jié)果表明,本文中設(shè)計(jì)的移動(dòng)目標(biāo)檢測(cè)監(jiān)控系統(tǒng)不僅具有傳統(tǒng)監(jiān)控中具有的視頻采集存儲(chǔ)及網(wǎng)絡(luò)監(jiān)控的功能,更能對(duì)攝像機(jī)監(jiān)控區(qū)域內(nèi)的移動(dòng)目標(biāo)進(jìn)行預(yù)警、主動(dòng)抓拍和存儲(chǔ),實(shí)現(xiàn)了主動(dòng)監(jiān)控的目標(biāo),具有極大的應(yīng)用前景。
[Abstract]:Compared with the traditional video surveillance, embedded network video surveillance has many advantages, such as low cost, low power consumption, high reliability, network management and interaction, and so on. With the development of embedded technology and image processing technology, the mobile target detection and monitoring system based on embedded network video surveillance has its active monitoring. With the advantages of greatly improving the monitoring efficiency, mobile target detection and monitoring has gradually become a research focus in the field of video surveillance. In view of the defects that the traditional video surveillance is passive monitoring, the recorded video image data needs a lot of space, the monitoring efficiency is low, and the specific personnel are often required to monitor 24 hours a day, a mobile target detection and monitoring system focusing on active monitoring technology is designed in this paper. Mobile target detection is an important branch of computer vision technology application, the purpose of which is to realize the moving target in the monitoring area. For example, vehicles, pedestrians and so on carry out real-time video capture and detection, and store the information of interest to these users as an important basis for the analysis of field conditions, in order to achieve the purpose of active monitoring, saving resources and improving monitoring efficiency. The specific design of the system is composed of several parts. On the basis of the analysis of the requirements of the article, the hardware and operating system composition of the system are determined. The S3C6410 processor produced by Samsung Company is selected as the system processing core and Linux as the operating system running. On this basis, the peripheral hardware design and software design of the system are gradually determined, and the system framework is built. Then, the video capture and compression in the system are gradually explained. The key technologies that need to be solved in the transmission process are solved, and an embedded Web server is set up based on B / S mode to view the monitoring scene in real time. Finally, the system application is tested and evaluated with moving target detection as the core. The experimental results show that the mobile target detection and monitoring system designed in this paper not only has the functions of video capture storage and network monitoring in traditional monitoring, but also can warn the moving targets in the camera monitoring area, actively capture and store, realize the active monitoring target, and has a great application prospect.
【學(xué)位授予單位】:長(zhǎng)安大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2014
【分類號(hào)】:TP391.41;U495
本文編號(hào):2504907
[Abstract]:Compared with the traditional video surveillance, embedded network video surveillance has many advantages, such as low cost, low power consumption, high reliability, network management and interaction, and so on. With the development of embedded technology and image processing technology, the mobile target detection and monitoring system based on embedded network video surveillance has its active monitoring. With the advantages of greatly improving the monitoring efficiency, mobile target detection and monitoring has gradually become a research focus in the field of video surveillance. In view of the defects that the traditional video surveillance is passive monitoring, the recorded video image data needs a lot of space, the monitoring efficiency is low, and the specific personnel are often required to monitor 24 hours a day, a mobile target detection and monitoring system focusing on active monitoring technology is designed in this paper. Mobile target detection is an important branch of computer vision technology application, the purpose of which is to realize the moving target in the monitoring area. For example, vehicles, pedestrians and so on carry out real-time video capture and detection, and store the information of interest to these users as an important basis for the analysis of field conditions, in order to achieve the purpose of active monitoring, saving resources and improving monitoring efficiency. The specific design of the system is composed of several parts. On the basis of the analysis of the requirements of the article, the hardware and operating system composition of the system are determined. The S3C6410 processor produced by Samsung Company is selected as the system processing core and Linux as the operating system running. On this basis, the peripheral hardware design and software design of the system are gradually determined, and the system framework is built. Then, the video capture and compression in the system are gradually explained. The key technologies that need to be solved in the transmission process are solved, and an embedded Web server is set up based on B / S mode to view the monitoring scene in real time. Finally, the system application is tested and evaluated with moving target detection as the core. The experimental results show that the mobile target detection and monitoring system designed in this paper not only has the functions of video capture storage and network monitoring in traditional monitoring, but also can warn the moving targets in the camera monitoring area, actively capture and store, realize the active monitoring target, and has a great application prospect.
【學(xué)位授予單位】:長(zhǎng)安大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2014
【分類號(hào)】:TP391.41;U495
【參考文獻(xiàn)】
相關(guān)期刊論文 前1條
1 施家棟;王建中;;動(dòng)態(tài)場(chǎng)景中運(yùn)動(dòng)目標(biāo)檢測(cè)與跟蹤[J];北京理工大學(xué)學(xué)報(bào);2009年10期
本文編號(hào):2504907
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