- 期刊
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
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。
並列摘要
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.
延伸閱讀
- 駱毅鴻（2008）。具移動偵測及人臉辨識之自動化遠端視訊監控系統之研究〔碩士論文，元智大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0009-2907200816035600
- 林榮城（2006）。自動化人臉偵測與特徵擷取系統〔碩士論文，中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu200600657
- 黃大瑋（2012）。植基於人臉偵測與辨識之整合系統設計〔碩士論文，健行科技大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0022-1909201202071100
- Lee, W. S. (2006). A Real Time Video Surveillance System with Wireless Sensor Networks [master's thesis, National Tsing Hua University]. Airiti Library. https://doi.org/10.6843/NTHU.2006.00691
- 張英傑（2006）。A Smart Surveillance System for Real-Time Sequential Detection and Tracking of Multiple Faces〔碩士論文，崑山科技大學〕。華藝線上圖書館。https://doi.org/10.6828/KSU.2006.00053