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PATTERN RECOGNITION lab

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目前任職


  • 中央大學資電學院院長

  • College of Electrical Engineering & Computer Science

  • 資工系講座教授

  • Department of Computer Science & Information Engineering, National Central University

  • 智慧計算學門召集人


  • 主要學歷

  • University of Florida , PH.D.

  • University of Florida , MSEE

  • National Tsing Hua University , BSEE

  • 研究領域

  • 圖形識別

  • 電腦視覺

  • 影像處理

  • 服務經歷


  • 亞洲大學 副校長

  • 佛光大學 副校長

  • 中央大學通訊系統研究中心 主任

  • 中央大學電子計算機中心 主任

  • 中央大學軟體研究中心 主任

  • 中央大學資訊工程系 系主任兼所長

  • 中央大學資訊工程系 講座教授

  • 中央大學資訊工程系 教授

  • 中央大學資訊工程系 副教授

  • 工研院電子所 助理工程師


  • Journal papers


    1. Kuo-Chin Fan and Tsung-Yung Hung (2014), “Extension of local vector pattern in high-order derivative space for face recognition,” submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (SCI).
    2. Ying-Nong Chen, Cheng-Ta Hsieh, Ming-Gang Wen, Chin-Chuan Han, and Kuo-Chin Fan (2014), “Hyperspectral image classification using a general NFLE transformation with kernelization and fuzzification”, submitted to IEEE Transactions on Geoscience and Remote Sensing (SCI).
    3. Yu-Chen Wang, Chen-Ta Hsieh, Chin-Chuan Han, and Kuo-Chin Fan (2014), “Vehicle color classification using manifold learning methods from urban surveillance videos,” EURASIP Journal on Image and Video Processing (under minor revision), 2014 (SCI).
    4. Yen-Chi Wang and Kuo-Chin Fan (2014), “Local block-difference pattern for use in gait-based gender classification,” accepted and to appear in Journal of Information Science and Engineering, 2014 (SCI).
    5. Kuo-Chin Fan and Tsung-Yung Hung (2014), “A novel local pattern descriptor—Local Vector Pattern in high-order derivative space for face recognition,” IEEE Transactions on Image Processing, Vol. 23, Issue 7, pp. 2877 – 2891, May 2014 (SCI).
    6. Sheng-Bin Hsu, Chin-Chuan Han, Ming-Gang Wen, Y. C. Wu, and Kuo-Chin Fan (2014), “Extraction of visual facial features for health management,” IEEE Systems Journal, 2014 (SCI).


    Conference papers


    1. Tsung-Yung Hung and Kuo-Chin Fan (2014), "Local vector pattern in high-order derivative space for face recognition," IEEE International Conference on Image Processing, October 2014.
    2. Chiao-Wen Kao, Hui-Hui Chen, Bor-Jiunn Hwang, Kuo-Chin Fan (2014), "Using multiple classifiers based on similarity measurements for facial gender classification," 27th IPPR Conference on Computer Vision Graphics and Image Processing, August 2014.
    3. Sheng-Bin Hsu, Chang-Hsing Lee, Chin-Chuan Han, Kuo-Chin Fan (2014), "Continuous birdsong recognition based on two dimensional discrete wavelet analysis," 27th IPPR Conference on Computer Vision Graphics and Image Processing, August 2014.
    4. Yu-Chen Wang, Ying-Nong Chen, Chin-Chuan Han, Kuo-Chin Fan (2014), "Manifold learning for relevance feedback image retrieval," 27th IPPR Conference on Computer Vision Graphics and Image Processing, August 2014.
    5. Yen-Chi Wang, Chiao-Wen Kao, Ying-Nong Chen and Kuo-Chin Fan (2014), "Local block-difference pattern for use in gait-based gender classification," International Conference on Image Processing, Computer Vision, and Pattern Recognition, USA, July 2014.
    6. Tsung-Yung Hung and Kuo-Chin Fan (2014), "Local classifier pattern for face recognition" The Fourth National Conference on Web Intelligence and Applications, May 2014. (best paper award)
    7. Chi-Hung Chuang, Jun-Wei Hsieh, Kuo-Chin Fan (2013), "A smart handheld device navigation system based on detecting visual code," International Conference on Machine Learning and Cybernetics, pp. 1407- 1412, 2013.
    8. Chih-Lung Lin and Kuo-Chin Fan (2012), "Palmprint verification for images captured in peg-less scenarios," 2nd International Conference on Engineering and Technology Innovation, November 2012.
    9. Chen-Ta Hsieh, Chin-Chuan Han, Chang-Hsing Lee, Kuo-Chin Fan (2012), "Pattern classification using eigenspace projection," 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 154-157, 2012.
    10. Ying-Nong Chen, Gang-Feng, Ho, Kuo-Chin Fan, Chi-Hung Chuang, and Chih-Chang Yu (2012), "Orthogonal nearest neighbor feature space embedding," 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 166-169, 2012.
    11. Ying-Nong Chen, Wen-Yao Tsai, Kuo-Chin Fan, Chi-Hung Chuang (2012), " Falling down detection on zebra crossing at night by thermal imager," International Symposium on Intelligent Signal Processing and Communications Systems, pp 162-165, 2012
    12. Chun-Chieh Lee, Chi-Hung Chuang, Chih-Ping Yen, Chiao-Wen Kao, and Kuo-Chin Fan," Recognition And Verification of Human by Gait Using Difference-Based Temporal Templates", The 24th IPPR Conference on Computer Vision, Graphics and Image Processing, August 21-23, 2011
    13. Yu-Chen Wang, Chen-Ta Hsieh, Chin-Chuan Han, Kuo-Chin Fan: The color identification of automobiles for video surveillance. ICCST 2011: 1-5
    14. Chun-Chieh Lee, Chi-Hung Chuang, Jun-Wei Hsieh, Ming-Xuan Wu, Kuo-Chin Fan: Frame difference history image for gait recognition. ICMLC 2011: 1785-1788
    15. Chiao-Wen Kao, Che-Wei Yang, Kuo-Chin Fan, Bor-Jiunn Hwang, Chin-Pan Huang: An adaptive eye gaze tracker system in the integrated cloud computing and mobile device. ICMLC 2011: 367-371
    16. Tsung-Yung Hung, Feng-Yang Hsieh, Chia-Ming Wang, and Kuo-Chin Fan (2010), "An effective total variation image deblurring approach based on enhanced sharp edge prediction," 14th International Conference on Image Processing, Computer Vision, and Pattern Recognition, USA, July 2010.
    17. Feng-Yang Hsieh, Tsung-Yung Hung, Chia-Ming Wang, and Kuo-Chin Fan (2010), "Single image deblurring with efficient multiscaled kernel estimation," 23rd IPPR Conference on Computer Vision Graphics and Image Processing, August 2010. (outstanding paper award)


    Books

    Projects img

    1. Chun-Shien Lu, Jan-Ru Chen, Hong-Yuan Liao, and Kuo-Chin Fan, “Watermarking on compressed/uncompressed video using communications with side information mechanism,” Distributed Multimedia Database: Techniques and Applications, Idea Group Publishing, Chap. 11, pp. 173-189, 2002.
    2. Kuo-Sen Chou, Kuo-Chin Fan, and Tzu-I Fan, "Horizontal segment and peripheral features for use in coarse classification of Chinese characters," Progress in Handwriting Recognition, World Scientific, 1997.


    Projects img

    1. 國科會甲種研究獎78年-87年
    2. 國科會傑出研究獎87年-89年
    3. 國科會傑出研究獎89年-91年
    4. 國科會傑出研究獎91年-94年
    5. 國科會特約研究員獎94年-97年
    6. 國科會傑出學者研究獎97年-100年
    7. 國科會傑出特約研究員獎100年
    8. 行政院資訊月傑出資訊人才獎93年
    9. 研討會論文曾獲得數十次國內外學術研討會之最佳論文獎、優良論文獎與佳作論文獎等殊榮


    Contact Us

    National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan City 32001, Taiwan (R.O.C.)

    Email: kcfan@csie.ncu.edu.tw

    Phone: (03)422-7151 ext. 35309(O) / 35328 (PR LAB)

    Fax: Tel: (03)422-7426