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題名 | 整合人臉偵測之多功能智慧型視訊監控系統=Integrated Face Detection for the Multi-Function Intelligent Video Surveillance System |
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作者姓名(中文) | 董俊良; 黃文星; 魏守平; 林盈進; | 書刊名 | 創新與經營管理學刊 |
卷期 | 3:2 2012.12[民101.12] |
頁次 | 頁53-65 |
分類號 | 312.13 |
關鍵詞 | 智慧型視訊監控系統; 視訊人流計數; Haar-like特徵; AdaBoost學習理論; Intelligent video surveillance system; People-flow counting; Haar-like feature; Adaboost algorithm; |
語文 | 中文(Chinese) |
中文摘要 | 本篇論文研究及實作一套整合視訊監控功能及人臉偵測功能之智慧型視訊監控系統(Multi-Function Intelligent Video Surveallance, MIVS),作為安防監控及視訊人流計數的基礎。MIVS系統的視訊監控功能採用以無線IP攝影機為基礎之影像輸入來源,並以多層式構圖技術做作為影像快速傳遞法的基礎,可有效解決多串流視訊顯示的傳遞詬病。另外,本論文採用以Haar-like特徵值的描述法做為臉部辨識的特徵基礎,並結合AdaBoost學習理論進行臉部偵測。實驗結果顯示本篇論文的實作可提供快速的影像監控及臉部辨識功能。 |
英文摘要 | The research intends to implement a multi-function intelligent video surveillance system with security monitoring and face recognition, to serve as a basis for security monitoring and people flow counting. For solving the video display problem of a multi-streaming, multi-layer rendering technic is used to be the fundamental algorithm of fast video transmission in the proposed system. Moreover, the paper attempted to detect face area in a video frame by using Haar-like feature extraction method and Adaboost algorithm. The experiments show that the proposed system can provide efficient video transmission and accurate face detection rate. |
本系統之摘要資訊系依該期刊論文摘要之資訊為主。