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研究生: 簡佑勳
YU-HSUN CHIEN
論文名稱: 即時膚色影像定位系統並應用於人臉偵測
Real-Time Skin Tracking System and its Application on Face Detection
指導教授: 施慶隆
Ching-Long Shih
口試委員: 陳志明
Chih-Ming Chen
許新添
Hsin-Teng Hsu
李文猶
Wen-Yo Lee
學位類別: 碩士
Master
系所名稱: 電資學院 - 電機工程系
Department of Electrical Engineering
論文出版年: 2011
畢業學年度: 99
語文別: 中文
論文頁數: 106
中文關鍵詞: FPGA影像追蹤膚色偵測移動機器人
外文關鍵詞: FPGA, Image Tracking, Skin Detection, Mobile Robot
相關次數: 點閱:206下載:5
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  • 人臉偵測在影像監視、人臉辨識和人臉資料庫管理的前置作業中佔了非常重要的腳色,本論文系統將以純硬體數位電路設計出一人臉偵測的重要前置步驟:膚色定位,並將其應用在自走車追蹤測距系統,結合膚色定位模組、雷射測距儀控制模組與馬達控制模組,以控制攝影機使其能跟隨人臉做移動。
    系統以FPGA純硬體的方式設計系統,並以DE2-70作實現,與PC作業系統比起來具有體積微小化及節省資源的優點;而與軟硬體共同設計相比,雖然較SOPC系統複雜,但在系統穩定性與處理速度上都會更加優異。


    Face detection is an important and required step in the system of face recognition, video surveillance, and the library of human faces. This thesis design a skin color tracking system with digital circuits, and it is the prerequisite for the Face detection method. And then integrating a mobile robot system for tracking target and distance estimating with the skin color segmenting module , laser scanner controller , and motor controller.

    This thesis is built with hardware circuits, and implementing by a single Field Programmable Gate Array (FPGA) chip. First, comparing this system with the past PC operation system, the volume of whole system could be minor, and the amount of compute elements would be lesser too.
    Then, we compare it with the co-operation system between hardware and software, although the pure hardware circuits system is more difficult to design, but if it is built to module successfully, the stability and the operating speed would be better than the co-operation system.

    摘要 I Abstract II 致謝 III 目錄 IV 圖表索引 VI 第一章 緒論 1 1.1 研究動機 1 1.2 研究目的 2 1.3 系統概觀 3 1.4 論文架構 3 第二章 相關知識 4 2.1 膚色區域偵測 4 2.1.1 RGB色彩空間 5 2.1.2 正規化RGB色彩空間 5 2.1.3 YCbCr色彩空間 9 2.2 基礎型態學處理知識 11 2.2.1 侵蝕與膨脹 12 2.2.2 斷開運算及閉合運算 15 2.2.3 排序濾波器 17 2.2.4 輪廓偵測運算 18 2.3 雷射測距理論 20 2.4 VGA顯示原理 21 第三章 系統硬體架構 24 3.1 自走車車體結構 25 3.2 Altera DE2-70 Board介紹 27 3.3 Quartus II 9.1 介紹 29 3.4 馬達驅動模組介紹 30 3.4 CMOS影像感測器 32 3.5 雷射測距儀 34 第四章 自走車系統實現 37 4.1 FPGA功能區塊規劃 37 4.2 基本模組之設計 38 4.2.1 除法器模組 39 4.2.2 除頻器模組 41 4.3 影像處理功能模組 42 4.3.1 CMOS Sensor Controller模組 43 4.3.2 影像前處理模組 45 4.3.3 形態學處理模組 52 4.3.3  SDRAM Controller 模組 59 4.3.4 輪廓偵測及中心運算 模組 61 4.4雷射測距儀控制功能模組 64 4.4.1 UART通訊傳輸模組 65 4.4.2 雷射測距儀命令及資料接收處理模組 69 4.5 馬達控制模組 73 第五章 實驗結果 79 5.1影像處理功能驗證 79 5.1.1靜態圖片處理 80 5.1.2 即時影像處理 83 5.2 雷射測距儀測距驗證 85 5.3 影像追蹤自走功能 86 5.4 FPGA資源分配 88 第六章 結論與建議 90 6.1 結論 90 6.2 建議 91 參考文獻 92

    [1] Zheng Yutong; Yang Guosheng; Wu Licheng; , "Fast Face Detection in Field Programmable Gate Array," Digital Manufacturing and Automation (ICDMA), 2010 International Conference on , vol.1, no., pp.719-723, 18-20 Dec. 2010.
    [2] Soriano M., Huovinen S., Martinkauppi B.,and Laaksonen M, "Using the Skin Locus to Cope with Changing Illumination Conditions in Color-Based Face Tracking," , Proceedings of IEEE Nordic Signal Processing Symposium,pp.383-386, 2000.
    [3] CCIR, Encoding parameters of digital television for studios? CCIR Recommendation601-2, Int. Radio Consult. Committee, Geneva, Switzerland, 1990.
    [4] P.S Hiremath and A. Danti, etection of Multiple Faces in an Image Using Skin Color Information and Lines-of-Separability Face Model, International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, no.1,pp.39-61,2006.
    [5] Gonzalez, R. C. and Woods, R. E., “Digital Image Processing”, Prentice Hall, USR, New Jersey, USA, pp. 299-300, 2002.
    [6] Xiaoyin Xu; Miller, E.L.; Dongbin Chen; Sarhadi, M.; , "Adaptive two-pass rank order filter to remove impulse noise in highly corrupted images," Image Processing, IEEE Transactions on , vol.13, no.2, pp.238-247, Feb. 2004.
    [7] Qiang Zhu, Kwang-Ting Cheng, Ching-Tung Wu, Yi-Leh Wu, "Adaptive Learning of an Accurate Skin-Color Model," fg, pp.37, Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FG'04), 2004.
    [8] D. L. Lee, "Face Detection and Recognition System " , Proc. of the Ming-Chuan University 2008 International Academic Conference, 2008,7.
    [9] W. W. Boles, and B. Boashash, "A Human Iden-tification Technique Using Images of the Iris and Wavelet Transform,",IEEE Transactions on Signal Processing,vol. 46, no 4, pp. 1185-1188, April 1998.
    [10] Ming-Bo Lin, “Digital System Designs and Practices Using Verilog HDL and FPGAs”, John Wiley & Son, 2008.
    [11] 友晶科技, TRDB_D5M_UserGuide
    [12] 友晶科技,DE2_70_User_manual_v109
    [13] 劉益池,以SOPC實現具複雜背景之高效能人臉偵測演算法,國立台灣科技大學電子工程系碩士論文,民國95年。
    [14] 蔡曜宇,於未知環境使用雷射測距儀之移動機器人導航系統,國立台灣科技大學電機工程系碩士論文,民國97年。
    [15] 謝承哲,移動機器人立體視覺測距及追蹤移動目標,國立台灣科技大學電機工程系碩士論文,民國98年。
    [16] http://www.cnblogs.com/oomusou/

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