强激光与粒子束, 2019, 31 (9): 093202, 网络出版: 2019-10-12  

基于卷积特征选择的红外目标跟踪

Infrared target tracking based on selective convolution features
作者单位
1 上海航天控制技术研究所, 上海 201109
2 中国航天科技集团有限公司 红外探测技术研发中心, 上海 201109
3 西安电子科技大学 物理与光电工程学院, 西安 710071
4 中国海洋大学 信息科学与工程学院, 山东 青岛 266100
引用该论文

钱琨, 杨俊彦, 余跃, 赵东, 荣生辉. 基于卷积特征选择的红外目标跟踪[J]. 强激光与粒子束, 2019, 31(9): 093202.

Qian Kun, Yang Junyan, Yu Yue, Zhao Dong, Rong Shenghui. Infrared target tracking based on selective convolution features[J]. High Power Laser and Particle Beams, 2019, 31(9): 093202.

参考文献

[1] Kim S, Lee J. Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track[J]. Pattern Recognition, 2012, 45(1):393-406.

[2] Wang Xin, Ning Chen, Xu Lizhong. Spatiotemporal difference-of-Gaussians filters for robust infrared small target tracking in various complex scenes[J]. Applied Optics, 2015, 54(7):1573-1586.

[3] 张素,安博文,潘胜达.基于时空非局部相似性的海上红外目标检测[J].光子学报, 2018, 47:1110001.(Zhang Su, An Bowen, Pan Shengda. Infrared dim target detection based on temporal-spatial non-local similarity. Acta Photonica Sinica, 2018, 47:1110001)

[4] 董维科,张建奇,刘德连,等.基于运动方向估计的管道滤波算法[J].光子学报, 2013, 42(4):471-474.(Dong Weike, Zhang Jianqi, Liu Delian, et al. Pipeline filter algorithm based on movement direction estimation. Acta Photonica Sinica, 2013, 42(4):471-474)

[5] 程建,周越,蔡念,等.基于粒子滤波的红外目标跟踪[J].红外与毫米波学报, 2006, 25(2):113-117.(Chen Jian, Zhou Yue, Cai Nian, et al. Infrared object tracking based on particle filter. Journal of Infrared and Millimeter Waves, 2006, 25(2):113-117)

[6] He Yujie, Li Min, Zhang Jinli, et al. Infrared target tracking via weighted correlation filter[J]. Infrared Physics and Technology, 2015, 73:103-114.

[7] 赵东,周慧鑫,于君娜,等.复杂天空背景下的红外弱小目标跟踪[J].强激光与粒子束, 2018, 30:061002.(Zhao Dong, Zhou Huixin, Yu Junna, et al. Tracking of infrared dim small target in complex sky background. High Power Laser and Particle Beams, 2018, 30:061002)

[8] 王晓卫,王旭东,贺明.基于直方图比的背景加权的Mean Shift目标跟踪算法[J].强激光与粒子束, 2016, 28:051001.(Wang Xiaowei, Wang Xudong, He Ming. Target tracking algorithm based on Mean Shift and histogram ratio background weighted. High Power Laser and Particle Beams, 2016, 28:051001)

[9] Zhang Kaihua, Zhang Lei, Yang M H. Fast compressive tracking[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 2014, 36(10):2002-2015.

[10] Babenko B, Yang M, Belongie S. Robust object tracking with online multiple instance learning[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 2011, 33(8):1619-1632.

[11] Henriques J F, Caseiro R, Martins P, et al. High-speed tracking with kernelized correlation filters[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 2015, 37(3):583-596.

[12] Qiao Huang, Yang Jie. A multistage target tracker in IR image sequences[J]. Infrared Physics and Technology, 2014, 65:122-128.

[13] Li Ying, Li Pengcheng, Shen Qiang. Real-time infrared target tracking based on l1 minimization and compressive features[J]. Applied Optics, 2014, 53(28):6518-6526.

[14] Wang Li, Liu Ting, Wang Gang, et al. Video tracking using learned hierarchical features[J]. IEEE Trans Image Processing, 2015, 24(4):1424-1435.

[15] Zhang Kaihua, Liu Qingshan, Wu Yi, et al. Robust visual tracking via convolutional networks without training[J]. IEEE Trans Image Processing, 2016, 25(4):1779-1792.

[16] 陈皓,马彩文,陈岳承,等.基于灰度统计的快速模板匹配算法[J].光子学报, 2009, 38(6):1586-1589.(Chen Hao, Ma Caiwen, Chen Yuecheng, et al. Fast template matching arithmetic based on image gray statistic. Acta Photonica Sinica, 2009, 38(6):1586-1589)

钱琨, 杨俊彦, 余跃, 赵东, 荣生辉. 基于卷积特征选择的红外目标跟踪[J]. 强激光与粒子束, 2019, 31(9): 093202. Qian Kun, Yang Junyan, Yu Yue, Zhao Dong, Rong Shenghui. Infrared target tracking based on selective convolution features[J]. High Power Laser and Particle Beams, 2019, 31(9): 093202.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!