Citation: | XIA Aiming, WU Xuedong. Real-time Object Tracking Based on Context Awareness and Scale Adaptation[J]. Infrared Technology , 2021, 43(5): 429-436. |
[1] |
Yilmaz A. Object tracking: a survey[J]. Acm Computing Surveys, 2006, 38(4): 1-45. http://doi.ieeecomputersociety.org/resolve?ref_id=doi:10.1145/1177352.1177355&rfr_id=trans/tp/2009/07/ttp2009071195.htm
|
[2] |
Smeulders A W M, Chu D M, Cucchiara R, et al. Visual tracking: an experimental survey[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(7): 1442-1468. DOI: 10.1109/TPAMI.2013.230
|
[3] |
魏全禄, 老松杨, 白亮. 基于相关滤波器的视觉目标跟踪综述[J]. 计算机科学, 2016, 43(11): 1-5, 18. DOI: 10.11896/j.issn.1002-137X.2016.11.001
WEI Quanlu, LAO Songyang, BAI Liang. Visual Object Tracking Based on Correlation Filters: A Survey[J]. Computer Science, 2016, 43(11): 1-5, 18. DOI: 10.11896/j.issn.1002-137X.2016.11.001
|
[4] |
孟琭, 杨旭. 目标跟踪算法综述[J]. 自动化学报, 2019, 45(7): 1244-1260. https://www.cnki.com.cn/Article/CJFDTOTAL-MOTO201907003.htm
MENG Lu, YANG Xu. A Survey of Object Tracking Algorithms[J]. Acta Automatica Sinica, 2019, 45(7): 1244-1260. https://www.cnki.com.cn/Article/CJFDTOTAL-MOTO201907003.htm
|
[5] |
徐康, 龙敏. 增强尺度估计的特征压缩跟踪算法[J]. 红外技术, 2018, 40(12): 1176-1181. http://hwjs.nvir.cn/article/id/hwjs201812010
XU Kang, LONG Min. Feature Compression Tracking Algorithm with Enhanced Scale Estimation[J]. Infrared Technology, 2018, 40(12): 1176-1181. http://hwjs.nvir.cn/article/id/hwjs201812010
|
[6] |
刘教民, 郭剑威, 师硕. 自适应模板更新和目标重定位的相关滤波器跟踪[J]. 光学精密工程, 2018, 26(8): 2100-2111. https://www.cnki.com.cn/Article/CJFDTOTAL-GXJM201808032.htm
LIU Jiaomin, GUO Jianwei, SHI Shuo. Correlation filter tracking based on adaptive learning rate and location refiner[J]. Optics and Precision Engineering, 2018, 26(8): 2100-2111. https://www.cnki.com.cn/Article/CJFDTOTAL-GXJM201808032.htm
|
[7] |
叶瑞哲, 许卓斌. 基于自适应搜索的空时上下文目标跟踪算法[J]. 微电子学与计算机, 2018, 35(6): 88-91. https://www.cnki.com.cn/Article/CJFDTOTAL-WXYJ201806019.htm
YE Ruizhe, XU Zhuobin. Spatio-Temporal Context-based Object Tracking Algorithm in Video Surveillance[J]. Microelectronics & Computer, 2018, 35(6): 88-91. https://www.cnki.com.cn/Article/CJFDTOTAL-WXYJ201806019.htm
|
[8] |
胡昭华, 钮梦宇, 邵晓雯, 等. 多层深度特征的目标跟踪算法研究[J]. 现代电子技术, 2019, 42(1): 51-56. https://www.cnki.com.cn/Article/CJFDTOTAL-XDDJ201901013.htm
HU Zhaohua, NIU Mengyu, SHAO Xiaowen, et al. Research on object tracking method based on multi-level deep feature[J]. Modern Electronics Technique, 2019, 42(1): 51-56. https://www.cnki.com.cn/Article/CJFDTOTAL-XDDJ201901013.htm
|
[9] |
Bolme D S, Beveridge J R, Draper B A, et al. Visual object tracking using adaptive correlation filters[C]//2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition IEEE, 2010: 2544-2550.
|
[10] |
Henriques J F, Caseiro R, Martins P, et al. High-speed tracking with kernelized correlation filters[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(3): 583-596. DOI: 10.1109/TPAMI.2014.2345390
|
[11] |
Felzenszwalb P F, Girshick R B, McAllester D, et al. Object detection with discriminatively trained part-based models[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(9): 1627-1645. DOI: 10.1109/TPAMI.2009.167
|
[12] |
Danelljan M, Shahbaz Khan F, Felsberg M, et al. Adaptive color attributes for real-time visual tracking[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014: 1090-1097.
|
[13] |
Van De Weijer J, Schmid C, Verbeek J, et al. Learning color names for real-world applications[J]. IEEE Transactions on Image Processing, 2009, 18(7): 1512-1523. DOI: 10.1109/TIP.2009.2019809
|
[14] |
Danelljan M, Häger G, Khan F, et al. Accurate scale estimation for robust visual tracking[C]//British Machine Vision Conference, 2014: 1-11.
|
[15] |
Mueller M, Smith N, Ghanem B. Context-aware correlation filter tracking[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017: 1396-1404.
|
[16] |
Henriques J F, Caseiro R, Martins P, et al. Exploiting the circulant structure of tracking-by-detection with kernels[C]//European Conference on Computer Vision, 2012: 702-715.
|
[17] |
LI Y, ZHU J. A scale adaptive kernel correlation filter tracker with feature integration[C]//European Conference on Computer Vision, 2014: 254-265.
|
[18] |
WU Y, LIM J, YANG M H. Object Tracking Benchmark[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(9): 1834-1848. DOI: 10.1109/TPAMI.2014.2388226
|
[19] |
YUN S, CHOI J, YOO Y, et al. Action-decision networks for visual tracking with deep reinforcement learning[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017: 2711-2720.
|
[20] |
LI Y, FU C, HUANG Z, et al. Keyfilter-aware real-time uav object tracking[C]//2020 IEEE International Conference on Robotics and Automation (ICRA), 2020: 193-199.
|
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