Journal of Infrared and Millimeter Waves, Volume. 42, Issue 4, 527(2023)
Infrared small target detection based on clustering idea
[1] Liu C, Xie F, Dong X et al. Small target detection from infrared remote sensing images using local adaptive thresholding[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 1941-1952(2022).
[2] Zhu Q, Zhu S, Liu G et al. Infrared Small Target Detection Using Local Feature-Based Density Peaks Searching[J]. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2022).
[3] Pan S, Zhang S, Zhao M et al. Maritime infrared weak target detection based on weighted scene prior[J]. Journal of Infrared and Millimeter Waves, 38, 9(2019).
[4] Qiu Z, Ma Y, Fan F et al. A pixel-level local contrast measure for infrared small target detection[J]. Defence Technology, 18, 1589-1601(2022).
[5] Tom V T, Peli T, Leung M et al. Morphology-based algorithm for point target detection in infrared backgrounds[C], 1954, 2-11(1993).
[6] Deshpande S D, Meng H E, Ronda V et al. Max-Mean and Max-Median Filters for Detection of Small-Targets[C](1999).
[7] Hadhoud M M, Thomas D W. The two-dimensional adaptive LMS (TDLMS) algorithm[J]. IEEE transactions on circuits and systems, 35, 485-494(1988).
[8] Gao C, Meng D, Yang Y et al. Infrared patch-image model for small target detection in a single image[J]. IEEE transactions on image processing, 22, 4996-5009(2013).
[9] Dai Y, Wu Y. Reweighted infrared patch-tensor model with both nonlocal and local priors for single-frame small target detection[J]. IEEE journal of selected topics in applied earth observations and remote sensing, 10, 3752-3767(2017).
[10] Han Jinhui, Wei Yantao, Peng Zhenming et al. A review of infrared weak target detection methods[J]. Infrared and Laser Engineering, 51, 20210393(2022).
[11] Chen C, Li H, Wei Y et al. A Local Contrast Method for Small Infrared Target Detection[J]. IEEE Transactions on Geoscience and Remote Sensing(2013).
[12] Han J, Liang K, Zhou B et al. Infrared Small Target Detection Utilizing the Multiscale Relative Local Contrast Measure[J]. IEEE Geoscience and Remote Sensing Letters, 1-5(2018).
[13] Cui H, Li L, Liu X et al. Infrared small target detection based on weighted three-layer window local contrast[J]. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2021).
[14] Rodriguez A, Laio A. Clustering by fast search and find of density peaks[J]. science, 344, 1492-1496(2014).
[15] Huang S, Peng Z, Wang Z et al. Infrared small target detection by density peaks searching and maximum-gray region growing[J]. IEEE Geoscience and Remote Sensing Letters, 16, 1919-1923(2019).
[16] Qin Y, Bruzzone L, Gao C et al. Infrared Small Target Detection Based on Facet Kernel and Random Walker[J]. IEEE transactions on geoscience and remote sensing: a publication of the IEEE Geoscience and Remote Sensing Society, 57, 7104-7118(2019).
[17] Chen L, Lin L. Improved Fuzzy C-Means for Infrared Small Target Detection[J]. IEEE geoscience and remote sensing letters(2022).
[18] Bai X, Zhou F. Analysis of new top-hat transformation and the application for infrared dim small target detection[J]. Pattern Recognition, 43, 2145-2156(2010).
[19] Yang F, Liu Z, Bai X et al. An improved intuitionistic fuzzy c-means for ship segmentation in infrared images[J]. IEEE Transactions on Fuzzy Systems, 30, 332-344(2020).
[20] Zhang L, Peng Z. Infrared Small Target Detection Based on Partial Sum of the Tensor Nuclear Norm[J]. Remote Sensing, 11, 382(2019).
[21] Nasiri M, Chehresa S. Infrared small target enhancement based on variance difference[J]. Infrared Physics & Technology, 82, 107-119(2017).
[22] Wei Y, You X, Li H. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognition, 58, 216-226(2016).
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Jun-Min RAO, Jing MU, Shi-Jian LIU, Jin-Fu GONG, Fan-Ming LI. Infrared small target detection based on clustering idea[J]. Journal of Infrared and Millimeter Waves, 2023, 42(4): 527
Category: Research Articles
Received: Oct. 20, 2022
Accepted: --
Published Online: Aug. 1, 2023
The Author Email: Fan-Ming LI (lifanming@mail.sitp.ac.cn)