My research topic includes:

    Computer Vision:
      Object tracking,
      image segmentation,
      object detection
    pattern recognition:
      clustering algorithms,
      clustering initialization,
    machine learning:

My publications


PhD thesis:
K-means Clustering Based Pixel-wise Object Tracking

Journal:
1. Chunsheng Hua, J. Qi, H. Shang, W. Hu, J. Han, "Detection of Collapsed Buildings with the Aerial Images Captured from UAV", Science China Information Sciences, 2015(accepted, to be appeared latter)


2.
Chunsheng Hua, Y. Makihara, Y. Yagi, S. Iwasaki, K. Miyagawa, B. Li, "Onboard Monocular Pedestrian Detection by Combining Spatio-Temporal HOG with Structure from Motion", Springer Machine Vision and Applications, January, 2015 (online published)

3.
Chunsheng Hua, Juntong Qi, Jianda Han, "Kernel-Reliability K-Means (KRKM)Clustering Algorithm and Image Processing", Journal of the Transactions of the Institute of Electronics, Information and Communication Engineers (IEICE), Vol. E97-D, No.9, pp.2423-2433, Sep. 2014

4.
Chunsheng Hua, Y. Makihara, Y. Yagi, "Pedestrian Detection by using a Spatio-temporal  Histogram of Oriented Gradients", Journal of the Transactions of the Institute of Electronics, Information and Communication Engineers (IEICE), E96-D, No.6, pp.1376-1386, 2013

5. Chunsheng Hua, Haiyuan Wu, Qian Chen, and Toshikazu Wada, K-means Clustering Based Pixel-wise Object Tracking, Information Processing Society of Japan, (CVIM), IPSJ online Transaction, Vol. 1, pp. 66-79,  July, 2008 (情報処理学会 平成20年度山下記念研究賞を受賞)(click the titile to view PDF file)

6. Chunsheng Hua, Qian Chen, HaiYuan Wu, Toshikazu Wada, RK-means Clustering: K-means with Reliability”, Journal of the Transactions of the Institute of Electronics, Information and Communication Engineers (IEICE), Vol.E91-D, No.1, pp.96-104, Jan. 2008 (click the titile to view PDF file)

7.
大池洋史,呉海元, 華春生(Chunsheng Hua),和田俊和,高速追従型2眼能動カメラシステム
電子情報通信学会論文誌Vol.J91-D,No.5,pp.1393-1405,
 May. 2008.

8. Chunsheng Hua, Haiyuan Wu, Qian Chen, Toshikazu Wada, “Object Tracking with Target and Background Samples”, Journal of the Transactions of the Institute of Electronics, Information and Communication Engineers (IEICE), Vol.E90-D, No.4, pp.766-774, March, 2007(click the titile to view PDF file)

9. 大池洋史,呉海元, 華春生(Chunsheng Hua,和田俊和,高速追従型能動カメラシステム”, システム制御情報学会論文誌, Vol.20, No.3, pp.114-121, 2007 (システム制御情報学会論文賞)


10. Chunsheng Hua, HaiyuanWu, Qian Chen, ToshikazuWada, “K-means tracker: A General Algorithm for Tracking People”, Journal of Multimedia, ISSN: 1796-2048, Vol.1, Issue 4, pp. 46-53, July 2006(click the titile to view PDF file)

11. Chunsheng Hua
, HaiyuanWu, Qian Chen, ToshikazuWada, “K-means tracking with variable ellipse model”, IPSJ Comput. Visi. Image Medi.-12, Vol.46, No.SIG15, pp. 59-68, October, 2005 (IPSJ Digital Courier船井若手奨励賞)(click the titile to view PDF file)

12.. . . Chunsheng Hua, “K-means クラスタリングより画素単位の物体追跡法,情報処理, Vol.49, No.6, pp.667, June, 2008


International Conference :



1.R. Kawai, Y. Makihara, Chunsheng. Hua, H. Iwama, Y. Yagi, "Person Re-identification using View-dependent Score-level Fusion of Gait and Color Features", In Proc. 21st Int. Conf. on Pattern Recognition (ICPR2012), pp.2694-2697, Tsukuba, Japan, Nov., 2012.

2.Chunsheng Hua, R. Sagawa, Yasushi Yagi, “Scale-invariant density-based clustering initialization algorithm and its application”,  IEEE Proc. Intern. Confere. Patt. Recog., Tampa, Florida, USA, 2008


3.Chunsheng Hua, R. Sagawa, Yasushi Yagi, “Auto Multiple Objects Detection and Segmentation with the Density-based Clustering Initialization Algorithm”, 11th Sanken International Symposium, 6th nanotechnology center international symposium 1st MSTEC international symposium, Feb, 2008, Awaji


4.Chunsheng Hua, Qian Chen, Haiyuan Wu, Toshikazu Wada, “A Noise-insensitive Object Tracking Algorithm”, 8th Asian Conference on Computer Vision, pp. 565-575, 2007


5
.Hiroshi Oike, Haiyuan Wu, Chunsheng Hua, Toshikazu Wada,“CLEAR IMAGE CAPTURE: Active Cameras System for Tracking a High-speed Moving Object”, 4th Int. Conf. on Informatics in Control, Automation and Robotics, Proc. Signal Processing, Systems Modeling and Control, pp. 94-102, Angers, France. 9-12 May, 2007



6.Chunsheng Hua , Haiyuan Wu, Qian Chen, Toshikazu Wada, “A General framework for Tracking People”, IEEE Proc. Automatic Face and Gest. Recg.FG2006, pp. 511-516, Southampton, UK, 2006


7.Chunsheng Hua, HaiyuanWu, Qian Chen, ToshikazuWada, “A Pixel-wise Object Tracking Algorithm with Target and Background Sample”, IEEE Proc. Intern. Confere. Patt. Recog., Vol.1, pp. 379-382 , Hong Kong, 2006


8.Haiyuan Wu, Qian Chen, Hirosi Oike, Chunsheng Hua, Toshikazu Wada,Takekazu Kato, “High Performance Object Tracking System Using Active Cameras”, ICCV2005, Demo


9.Hiroshi Oike, Haiyuan Wu, Chunsheng Hua, Toshikazu Wada, “High-speed Tracking Active Cameras for Obtaining Clear Object Image”, SPIE Optics East,
Boston, Massachusetts USA, 3-4 Oct. 2006


Domestic conference
(held in Japan, but all the papers were written in English)

1. Chunsheng Hua, Yasushi Makihara, Yasushi Yagi, “Pedestrian Detection By Combining the Saptio and Temporal Features”, Meeting on Image Recog. And Understa., MIRU2010, Kushiro


2. Chunsheng Hua, Qian Chen, Haiyuan Wu, Toshikazu Wada, “Reliability-based K-means Object Tracking Algorithm”, Meeting on Image Recog. And Understa., pp.87-94, MIRU2007, Hiroshima (MIRU長尾賞候補)


3. Chunsheng Hua, Haiyuan Wu, Qian Chen, Toshikazu Wada, “K-means Clustering based Pixel-wise Object Tracking”, IPSJ CVIM-159, pp.17-32, 2007


4. Chunsheng Hua , Qian Chen, Haiyuan Wu, Toshikazu Wada, “Reliability K-means clustering and its application for object tracking”, Meeting on Image Recog. And Understa., MIRU2006, pp.481, Sendai, 2006


5. Hiroshi Oike, HaiyuanWu, Chunsheng Hua, ToshikazuWada, “High-Speed Object Tracking System using Binocular Active Cameras”, Meeting on Image Recog. And Understa., MIRU2006, pp. 230-237, Sendai, 2006


6. Chunsheng Hua , HaiyuanWu, Qian Chen, ToshikazuWada, “K-means Tracker:A Failure Detectable and Recoverable Tracking Method Against Interfused Background”, Meeting on Image Recog. and Understa., MIRU2005, pp. 395-402, Awajima, 2005


7. Hiroshi Oike, Chunsheng Hua, Haiyuan Wu, Toshikazu Wada, “High Performance Binocular Active Cameras”, Meeting on Image Recog. and Understa., MIRU2005, pp. 1608-1609, Awajima, 2005


8. Chunsheng Hua, HaiyuanWu, Qian Chen, ToshikazuWada, “K-means Tracker: A Multiple colors object tracking algorithm”, CVIM151, pp. 1-8, 2005


9. Takeo Iizuka, Toshikazu Wada, Chunsheng Hua, Takayuki Nakamura, “Instance Based Construction of Distinctiveness Map and Its Application Distinctiveness Map Based Stereo Tracking ”, CVIM151, pp. 9-16, 2005


10. 華春生、呉海元、塩山忠義「眼鏡、髭、表情によらない顔器官の検出」、MIRU2004,  Vol.1,pp.541-546, 2004


11. 華春生、呉海元、塩山忠義、「単眼画像における4個の顔特徴点による顔の3D姿勢推定」、MIRU2004,  Vol.1,pp.535-540, 2004


12. Chunsheng Hua, Toshikazu Wada, Haiyuan Wu, “K-means Tracking with Variable Ellipse Model”, CVIM145, pp. 113-120, 2004


13. Chunsheng Hua, Haiyuan Wu, Tadayoshi Shioyama, “Disguise Independent Facial Feature Point Extraction”, PRMU, In Hokkaido Japan, 7th -8th September 2003


14. Chunsheng Hua, Haiyuan Wu, Tadayoshi Shioyama, “Detecting the Existence of Glasses and Extracting the facial feature points automatically”, PRMU 2002-184, pp.91-96, 2003




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