Infrared Technology, Volume. 47, Issue 4, 437(2025)
Infrared Object Tracking Algorithm Based on Two-stage Spatiotemporal Weighted Features
[4] [4] YAN Y, GUO X, TANG J, et al. Learning spatio-temporal correlation filter for visual tracking[J].Neurocomputing, 2021,436: 273-282.
[5] [5] WANG Y H, Hsieh J W, CHEN P Y, et al. Smiletrack: similarity learning for occlusion-aware multiple object tracking[C]//Proceedings of the AAAI Conference on Artificial Intelligence, 2024,38(6): 5740-5748.
[6] [6] ZHANG K, ZHANG L, YANG M. Fast compressive tracking[J].IEEE Trans. on Pattern Analysis and Machine Intelligence, 2014,36(10): 2002-2015.
[7] [7] ZHANG J, WU Y, HAO F, et al. Double similarities weighted multi-instance learning kernel and its application[J].Expert Systems with Applications, 2024,238: 1219-1231.
[9] [9] LIU Jiamin, XIE Wenjie, HUANG Hong, et al. Spatial and channel attention mechanism method for object tracking[J].Journal of Electronics & Information Technology, 2021,43(9): 2569-2576.
[10] [10] GAO S, ZHOU C, MA C, et al. Aiatrack: attention in attention for transformer visual tracking[C]//European Conference on Computer Vision, 2022: 146-164.
[11] [11] WANG Q, ZHENG Y, PAN P, et al. Multiple object tracking with correlation learning[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021: 3876-3886.
[12] [12] ZHANG K, ZHANG L, YANG M H. Real-time compressive tracking[J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014,36(10): 2002-2015.
[13] [13] WANG Z, ZHENG L, LIU Y, et al. Towards real-time multi-object tracking[C]//European Conference on Computer Vision, 2020: 107-122.
[14] [14] HUANG B, XU T, JIANG S, et al. Robust visual tracking via constrained multi-kernel correlation filters[J].IEEE Transactions on Multimedia, 2020,22(11): 2820-2832.
[15] [15] Babenko B, YANG M H, Belongie S. Robust object tracking with online multiple instance learning[J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011,33(8): 33-42.
[16] [16] LIU Q, LI X, HE Z, et al. LSOTB-TIR: a large-scale high-diversity thermal infrared object tracking benchmark[C]//Proceedings of the28th ACM International Conference on Multimedia, 2020: 3847-3856.
[17] [17] LIANG Y, LIU Y, YAN Y, et al. Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters[J].Pattern Recognition, 2021,112: 107738-107742.
[18] [18] Bertinetto L, Valmadre J, Henriques J F, et al. Fully-convolutional siamese networks for object tracking[C]//Computer Vision–ECCV 2016 Workshops, 2016: 850-865.
[19] [19] LI W, HOU Z, ZHOU J, et al. SiamBAG: band attention groundbased Siamese object tracking network for hyperspectral videos[J].IEEE Transactions on Geoscience and Remote Sensing,25(8): 2011-201
Get Citation
Copy Citation Text
LI Qingzhong. Infrared Object Tracking Algorithm Based on Two-stage Spatiotemporal Weighted Features[J]. Infrared Technology, 2025, 47(4): 437