向金海 【副教授】
姓名 向金海 性别
职称 副教授 学位 博士
电话 15327112661 邮箱 jimmy_xiang@mail.hzau.edu.cn
工作单位 华中农业大学信息学院
研究方向 机器学习,计算机视觉
教育经历

2000-2003,计算机应用专业研究生
    2007-2014,计算机系统结构博士

主要职历

2003-至今 华中农业大学任教

科研成果

发表论文:


2017

[1] Heng Fan, Jinhai Xiang*. Robust Visual Tracking With Multitask Joint Dictionary Learning. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 27, Issue: 5, pp1018-1030, May 2017.

[2] Heng Fan, Jinhai Xiang*.Robust Visual Tracking via Local-Global Correlation Filter. Association for the Advancement of Artificial Intelligence (AAAI) 2017.

[3] Heng Fan, Jinhai Xiang*, Guoliang Li, Fuchuan Ni. Robust visual tracking via deep discriminative model. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.


2016

[1] H. Fan, and J. Xiang*, and Z. Chen. “Visual Tracking by Local Superpixel Matching with Markov Random Field”.The Pacific-Rim Conference on Multimedia (PCM), 2016.

[2] Heng Fan, Jinhai Xiang*Liang Zhao. “Robust visual tracking via bag of superpixels” [J] Multimedia Tools and Applications.Vol.75:8781-8798, 2016. (SCI)

[3] H. Fan, J. Xiang*, and Z. Chen.“Texture Classification based on Local RationBinary Pattern,” Journal of Chinese Computer Systems, Vol.37, No. 05, pp1044-1047, 2016.

[4] H. Fan, J. Xu, Y. Deng, J. Xiang*. “Behavior Recognition of Human based onDeep Learning,” Geomatics and Information Science of Wuhan University, Vol.41, No. 04, pp492-497, 2016.

[5] Z. Chen, H. Fan, J. Xiang, and J. Deng. “An Indoor Fingerprint LocationAlgorithm Based on Sparse Representation,” Engineering Journal of Wuhan University, Vol.49 No.02, pp.465-468, 2016.


2015

[1] Heng Fan, Jinhai Xiang*, Fuchuan Ni. Multilayer Feature Combination for Visual Tracking[C] 2015 Third IAPR Asian Conference on Pattern Recognition.

[2] Heng Fan, Jinhai Xiang*, Honghong Liao, etc. Robust tracking based on local structural cell graph[J]. Journal of Visual Communication and Image Representation,V31, August  2015, P54-63. doi:10.1016/j.jvcir.2015.05.011 (SCI)

[3] Heng Fan, Jinhai Xiang*Fuchuan Ni.  Multilayer feature combination for visual tracking. 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR), pp.589-593,2015.

[4] Heng Fan, Jinhai Xiang*. Patch-Based Visual Tracking with Two-Stage Multiple Kernel Learning[C]. ICIG 2015, Tianjin, China, Aug. 13-16, Part III, LNCS 9219, pp.20-33, 2015.


2014

[1] Heng Fan, Jinhai Xiang*, Jun Xu, etc. Part-Based Visual Tracking via Online Weighted P-N Learning[J]. The Scientific World Journal,Vol.2014, ID 402185, 13pages, 2014. DOI:10.1155/2014/402185 (SCI)

[2] Jinhai Xiang, Heng Fan, Honghong Liao, etc. Moving Object Detection and Shadow Removing under Changing Illumination Condition[J], Mathematical Problems in Engineering, vol. 2014, ID 827461, 10 pages, 2014. doi:10.1155/2014/827461. (SCI)

[3] Honghong Liao, Jinhai Xiang, Weiping Sun. Adaptive Aggregating Multiresolution Feature Coding for Image Classification Mathematical Problems in Engineering, vol. 2014, ID 847608, 2014. doi:10.1155/2014/847608. (SCI)

[4] 向金海,邹秀斌, 樊恒,邓君丽. 基于时空局部特征融合的人体行为识别[J].武汉大学学报(工学版), 2014,47(4):571-576.

[5] 向金海, 樊恒,徐俊,等. 基于局部稀疏表示的目标跟踪[J]. 华中科技大学学报(自然科学版). 2014, 42(7):92-95.

[6] Liao Honghong; Xiang Jinhai; Sun Weiping, etc. Adaptive Initialization Method Based on Spatial Local Information for kappa-Means Algorithm[J]. Mathematical Problems in Engineering, vol. 2014, ID 761468, 11 pages, 2014. doi:10.1155/2014/761468. (SCI)

[7] 向金海,廖红虹,樊恒,等. 基于局部强度比率特征的前景检测[J]. 计算机科学, 2014, 41(3): 293-296.


2013

[1] 向金海,杨申,樊恒, . 基于稀疏表示的烟叶分级研究[J]. 农业机械学报, 2013, 44(11):287-292.

[2] Jin-hai Xiang, Honghong Liao, Heng Fan, etc. Robust foreground detection and shadow removing using local intensity ratio[C]. Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013:962-967.

[3] Jinhai xiang, Heng Fan, Jun Xu. Abnormal behavior detection based on spatial-temporal features[C]. Proceedings of the 2013 International Conference on Machine Learning and Cybernetics, Tianjin, 14-17 July, 2013: 871-876.

[4] Xiubin Zou, Jinhai Xiang. Dynamic broadcast encryption scheme with revoking user[J]. Wuhan University Journal of Natural Science, 2013, 18(6):499-503.


2012

[1] 向金海,廖红虹,裴仁旺,等.PTZ摄像头下候选区匹配的实时目标跟踪[J].计算机应用与软件,201229(11)275 - 280

[2] Ning Wang, Jinhai Xiang, Zenggang Xiong, etc. Pedestrian Model for Tracking and Rotation Estimation in Calibrated Surveillance Environments[J], JDCTA: International Journal of Digital Content Technology and its Applications, Vol. 6, No. 9, pp. 227 - 235, 2012.

[3] Honghong Liao, Jinhai Xiang, Weiping Sun, etc. An Abnormal Event Recognition in Crowd Scene[C], IEEE Sixth International Conference on Image and Graphic ,pp.731-736, Aug. 2011.

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