Chinese Optics, Volume. 16, Issue 5, 1066(2023)
Infrared small target detection via L1−2 spatial-temporal total variation regularization
[1] HUANG L H, CAO L H, LI N, . A state perception method for infrared dim and small targets with deep learning[J]. Chinese Optics, 13, 527-536(2020).
[2] QIU Z, MA Y, FAN F, et al. Adaptive scale patch-based contrast measure for dim and small infrared target detection[J]. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2022).
[3] WAN M J, GU G H, XU Y K, et al. Total variation-based interframe infrared patch-image model for small target detection[J]. IEEE Geoscience and Remote Sensing Letters, 19, 7003305(2022).
[5] DU J M, LU H ZH, ZHANG L P, et al. A spatial-temporal feature-based detection framework for infrared dim small target[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 3000412(2022).
[6] CHEN Y H, LI L Y, LIU X, et al. A multi-task framework for infrared small target detection and segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 5003109(2022).
[7] LIU X, LI L Y, LIU L Q, et al. Moving dim and small target detection in multiframe infrared sequence with low SCR based on temporal profile similarity[J]. IEEE Geoscience and Remote Sensing Letters, 19, 7507005(2022).
[8] WANG G H, TAO B J, KONG X, et al. Infrared small target detection using nonoverlapping patch spatial–temporal tensor factorization with capped nuclear norm regularization[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 5001417(2022).
[13] LIU Y, PENG ZH M. Infrared small target detection based on resampling-guided image model[J]. IEEE Geoscience and Remote Sensing Letters, 19, 7002405(2022).
[17] [17] MCINTOSH B, VENKATARAMANAN S, MAHALANOBIS A. Infrared target detection in cluttered environments by maximization of a target to clutter ratio (TCR) metric using a convolutional neural wk[J]. IEEE Transactions on Aerospace Electronic Systems, 2021, 57(1): 485496.
[19] LI B Y, XIAO C, WANG L G, et al. Dense nested attention network for infrared small target detection[J]. IEEE Transactions on Image Processing, 32, 1745-1758(2022).
[23] SUN Y, YANG J G, LI M, et al. Infrared small target detection via spatial–temporal infrared patch-tensor model and weighted Schatten
[26] BOYD S, PARIKH N, CHU E, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers[J]. Foundations and Trends® in Machine Learning, 3, 1-122(2011).
[28] TAO P D, AN L T H. A D. C. optimization algorithm for solving the trust-region subproblem[J]. SIAM Journal on Optimization, 8, 476-505(2017).
[31] ZHAO P P, LI SH ZH, LI X, . Infrared dim small target detection based on visual saliency and local entropy[J]. Chinese Optics, 15, 267-275(2022).
[32] CHENG B Y, LI T, WANG Y L. Fusion of infrared and visible light images based on visual saliency weighting and maximum gradient singular value[J]. Chinese Optics, 15, 675-688(2022).
Get Citation
Copy Citation Text
De-min ZHAO, Yang SUN, Zai-ping LIN, Wei XIONG. Infrared small target detection via L1−2 spatial-temporal total variation regularization[J]. Chinese Optics, 2023, 16(5): 1066
Category: Original Article
Received: Nov. 8, 2022
Accepted: --
Published Online: Oct. 27, 2023
The Author Email: