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 :
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