Large crowd count based on improved SURF algorithm Click Copy

Large crowd count based on improved SURF algorithm

References:

[1] 刘向东.高密度人群计数方法的研究与应用[D].杭州:浙江工业大学,2012. LIU Xiang-dong.Research and application of high-density counting method[D].Hangzhou:Zhejiang University of Technology,2012.
[2] 杨 华,苏 航,郑世宝.大规模群体密度估计算法[J].视频应用与工程,2010,34(5):113-116. YANG Hua,SU Hang,ZHENG Shi-bao.Large-scale crowd density estimation[J].Video Application & Project,2010,34(5):113-116.
[3] 吕济民,曾昭贤,张茂军.基于非最大抑制聚类的视频人数估测方法[J].模式识别与人工智能,2012,25(1):150-156. LV Ji-min,ZENG Zhao-xian,ZHANG Mao-jun.Counting pedestrains in video sequences based on non-maxima suppression clustering[J].Pattern Relognition and Artificial Infeuigence,2012,25(1):150-156.
[4] Cho S Y,Chow T W S,Leung C T.A neural-based crowd estimation by hybrid global learning algorithm[J].IEEE.Transactions on Systems,Man,and Cybernetics-Part B:Cybernetics,1999,29(4):535-541.
[5] Nevatia R,Zhao T.Tracking multiple humans in crowded environments[C]//IEEE International Conference on Computer Vision and Pattern Recognition,Washington DC,USA,2004
[6] Damian Roqueiro A,Valery A,Petrushin.Counting people using video cameras[J].International Journal of Parallel.Emergent and Distributed Systems,2007:193-209
[7] Proceedings of eleventh IEEE international workshop on performance evaluation of tracking and surveillance(PETS 2009)[R].IEEE Computer Science,2009.
[8] Conte D,Foggia P,Percannella G,et al.A method for counting moving people in video surveillance videos[J].EURASIP Journal on Advances in Signal Processing,2010,5(1):1-8.
[9] HOU Ya-li,Pang K H.People counting and human detection in a challenging situation[J].IEEE Transactions on Systems,Man and Cybernetics:Part A:Systems and Humans,2011,41(1):245-253.
[10]Bay H,Ess A,Tuytelaars T,et al.SURF:speeded up robust features[J].Computer Vision and Image Understanding,2008,110(3):346-359.
[11]杨德坤,侯德文,步亚东.灰度共生矩阵在纹理特征提取中的发展[J].信息系统工程,2012,15(1):22-25. YANG De-kun,HOU De-wen,BU Ya-dong.Development of gray co-occurrence matrix in texture feature extraction[J].Information system engineering,2012,15(1):22-25.
[12]Rahmalan H,Nixon M,Carter J.On crowd density estimation for surveillance[J].Institution of Engineering and Technology,2006,8(12):315-325.
[13]王雅琳.基于灰度共生矩阵的人群密度估计算法研究[D].西安:西安科技大学,2013. WANG Ya-lin.Algorithm of crowd density estimation based on gray level co-occurrence matrix[D].Xi'an:Xi'an University of Science and Technology,2013.
[14]陈 鸿.重点视频监控区域的人群密度估计改进算法的研究与实现[D].南京:南京邮电大学,2013. CHEN Hong.The research and implementation of the improve the crowded density estimation in important area[D].Nanjing:Nanjing University of Posts and Telecommunications,2013.
[15]Antoni B.Chan,Nuno Vasconcelos.Counting people with low-level featuresand bayesian regression[J].IEEE Transactions on Image Processing,2012,4(4):21-26.

Memo

基金项目:国家自然科学基金项目(61302133); 陕西省工业攻关计划项目(2012K06-16); 西安科技大学博士启动金资助项目(2014QDJ066) 通讯作者:吴冬梅(1964-),女,浙江义乌人,教授,E-mail:wdm562@163.com