影像視訊處理實驗室 Image/Video Processing Laboratory I V P L

1. 影像視訊處理實驗室Image/Video Processing LaboratoryIVPL 實驗室主持人: 黃育仁 教授

2. 實驗室設立目標 • 影像視訊處理實驗室設立於2002年，目的為 • 建立有利於發展影像處理技術及醫學影像資訊系統之實驗室環境 • 藉由加強本實驗室之影像處理相關之軟硬體設備，進而培養優秀的資訊工程人才 • 提昇學術研究水準與產業合作計畫上的應用

3. 主要研究內容 • 醫學影像輔助診斷 • 醫學影像腫瘤偵測與切割 • 醫學影像紋路分析 • 影像搜尋 • 視訊錯誤隱蔽 • 無線視訊傳輸 • 互動式遊戲

4. Image Processing影像處理 • 數位影像小波放大法 • 影像壓縮格子失真消除 • 影像紋路分析搜尋 • 影像密碼識別 • 影像海報製作 • 掌紋運勢預測

5. Multimedia Networks網路多媒體 • 數位影像錯誤隱蔽 • 網路人類臉部搜尋系統 • 視訊錯誤隱蔽 • 影像內容導向搜尋系統 • 網路自然影像搜尋系統

6. Medical Imaging醫學影像 • 乳房腫瘤影像診斷 • 3D醫學影像切割 • 肝癌CT影像診斷 • 3D醫學影像量測 • 抗核抗體細胞切割分類 • 超音波影像恥骨定位分析 • 腫瘤血管新生研究

7. Computer Vision電腦視覺應用 • 自動車電腦視覺 • 互動式娛樂應用 • Matlab應用 • Webcam互動式應用(色彩偵測) • 道路車輛監控 • Webcam互動式應用(電腦遊戲) • 擴增實境(augmented reality)

8. 實驗室設備 • 取像與輸出設備 • 數位攝影機 • 數位相機 • 高品質掃瞄器 • 影像擷取介面卡 • 視訊監視設備 • 雷射印表機 • 彩色雷射印表機 • 硬體 • 影像處理主機 • PC workstation 12部 • 筆記型影像擷取電腦10部 • 大量運算伺服器2部 • 影像視訊處理伺服器2部 • HTC desire, iMac, iPhone & iPad • 軟體 • Matlab • Adobe photoshop • Adobe premiere

9. 近年研究計畫 • TCVGH-T99xxxx 心臟電腦斷層左心室心肌區域自動切割技術研究 榮東合作合作研究計畫 2010/01 至 2010/12 執行中 • NSC 98-2221-E-029-026 乳房三維都卜勒超音波之腫瘤良惡性電腦輔助診斷研究 行政院國家科學委員會 2009/08 至 20010/07 執行中 • TCVGH-T987811 自動切割技術於間接性螢光醫學影像細胞偵測 榮東合作合作研究計畫 2009/01 至 2009/12 已結案 • NSC 96-2221-E-029-025-MY2 三維立體超音波影像之乳房腫瘤電腦輔助診斷研究(2/2) 行政院國家科學委員會 2008/08 至 2009/07 已結案 • NSC 96-2221-E-029-025-MY2 三維立體超音波影像之乳房腫瘤電腦輔助診斷研究(1/2) 行政院國家科學委員會 2007/08 至 2008/07 已結案 • NSC 95-2213-E-029-003 乳房超音波醫學影像自動化腫瘤輪廓切割研究(2/2) 行政院國家科學委員會 2006/08 至 2007/07 已結案 • NSC 94-2213-E-029-016 乳房超音波醫學影像自動化腫瘤輪廓切割研究(1/2) 行政院國家科學委員會 2005/08 至 2006/07 已結案

10. 近年學術研究成果(1/3) • Y. L. Huang, S. J. Kuo, C. C. Hsu, H. S. Tseng, Y. H. Hsiao, D. R. Chen, "Computer-aided Diagnosis for Breast Tumors by Using Vasculization of 3-D Power Doppler Ultrasound", Ultrasound in Medicine and Biology, vol. 35, no.10, pp.1607-1614, Oct. 2009. (2008 SCI Impact Factor 2.395, EI) • S. T. Chen, Y. H. Hsiao, Y. L. Huang, S. J. Kuo, H. S. Tseng, H. K. Wu, D. R. Chen , "Comparative analysis of logistic regression, support vector machine and artificial neural network for the differential diagnosis of benign and malignant solid breast tumors by the use of three-dimensional power Doppler imaging", Korean journal of radiology (official journal of the Korean Radiological Society), vol. 10, no.5, pp.464-471, Sep. 2009. (2008 SCI Impact Factor 1.049) • Y. H. Hsiao, Y. L. Huang, S. J. Kuo, W. M. Liang, S.T. Chen and D. R. Chen, "Characterization of benign and malignant solid breast masses in harmonic 3D power Doppler imaging", European Journal of Radiology, vol. 71, no. 1, pp.89-95, July 2009. (2008 SCI Impact Factor 2.339) • I. C. Tsai, Y. L. Huang, W. C. Liao, K. H. Kao and M. C. Chen, "Left ventricular myocardial volumes measured during arterial and delayed phases of multidetector row computed tomography: A study on intra- and interobserver variability" International Journal of Cardiovascular Imaging, vol. 25, supp. 1, pp.55-63, Apr. 2009. (2008 SCI Impact Factor 1.268) • Y. L. Huang, "Computer-aided Diagnosis Using Neural Networks and Support Vector Machines for Breast Ultrasonography", Journal of Medical Ultrasound, vol.17, no.1, pp.17-24, Apr. 2009. (EMBASE)

11. 近年學術研究成果(2/3) • Y. H. Hsiao, Y. L. Huang, W. M. Liang, C. Lin, S. J. Kuo and D. R. Chen, "Characterization of Benign and Malignant Solid Breast Masses: Harmonic versus Non-harmonic 3D Power Doppler Imaging", Ultrasound in Medicine and Biology, vol.35, no.3, pp.353-359, Mar. 2009. (2008 SCI Impact Factor 2.395, EI) • Y. L. Huang, D. R. Chen, Y. R. Jiang, S. J. Kuo, H. K. Wu, and W. K. Moon, "Computer-aided diagnosis using morphological features for classifying breast lesions on ultrasound", Ultrasound in Obstetrics and Gynecology, vol.32, no.4, pp.565-572, Sep. 2008. (2008 SCI Impact Factor 2.690) • S. J. Kuo, Y. H. Hsiao, Y. L. Huang and D. R. Chen, "Classification of benign and malignant breast tumors using neural networks and three-dimensional power Doppler ultrasound", Ultrasound in Obstetrics and Gynecology, vol.32, no.1, pp.97-102, July 2008. (2008 SCI Impact Factor 2.690) • Y. H. Hsiao, S. J. Kuo, W. M. Liang, Y. L. Huang and D. R. Chen, "Intra-Tumor Flow Index Can Predict the Malignant Potential of Breast Tumor: Dependent on Age and Volume", Ultrasound in Medicine and Biology, vol.34, no.1, pp.88-95, Jan. 2008. (2008 SCI Impact Factor 2.395, EI) • Y. L. Huang and H.Y. Chen, "Computer-Aided Diagnosis of Urodynamic Stress Incontinence with Vector-Based Perineal Ultrasound Using Neural Networks", Ultrasound in Obstetrics and Gynecology, vol.30, no.7, pp.1002-1006, Dec. 2007. (2007 SCI Impact Factor 2.672)

12. 近年學術研究成果(3/3) • Y. L. Huang, Y. R. Jiang, D. R. Chen and W. K. Moon, "Level set segmentation for breast tumor in 2-D sonography", Journal of Digital Imaging, vol.20, no.3, pp.238-247, Sep. 2007.(2007 SCI Impact Factor 0.717) • H. Y. Chen, Y. L. Huang, Y. C. Hung, W. C. Chen, "Evaluation of stress urinary incontinence by computer-aided vector-based perineal ultrasound", Acta Obstetricia et Gynecologica Scandinavica, vol.85, no.10, pp.1259-1264, October 2006.(2006 SCI Impact Factor 1.327, EI) • Y. L. Huang and H. Y. Lien, "Temporal Error Concealment for MPEG-Coded Video over Error-Prone Networks", Journal of Internet Technology, vol.7, no.4, pp.427-432, October 2006.(SCIE, EI) • Y. L. Huang, J. H. Chen and W. C. Shen, "Diagnosis of Hepatic Tumors with Texture Analysis in Non-enhanced CT Images", Academic Radiology, vol.13, no.6, pp.713-720, June 2006.(2006 SCI Impact Factor 1.781) • Y. L. Huang and H. Y. Lien, "Temporal Error Concealment for MPEG Coded Video Using a Self-Organizing Map", IEEE Transactions on Consumer Electronics , vol.52, no.2, pp.676-681, May 2006.(2006 SCI Impact Factor 0.727, EI) • Y. L. Huang, K. L. Wang and D. R. Chen, "Diagnosis of Breast Tumors with Ultrasonic Texture Analysis Using Support Vector Machines", Neural Computing and Applications, vol. 15, no. 2, pp.164-169, Apr. 2006. (2006 SCI Impact Factor 0.610) (NSC 93-2213-E-029-014)