Infrared and Laser Engineering, Volume. 50, Issue 8, 20200418(2021)
Infrared small dim target detection using local contrast measure weighted by reversed local diversity
[1] Fan Mingming, Tian Shaoqing, Liu Kai, et al. Infrared small target detection agorithm based on gradient direction consistency and eigendecomposition[J]. Infrared and Laser Engineering, 49, 0126001(2020).
[2] Nasiri M, Chehresa S. Infrared small target enhancement based on variance difference[J]. Infrared Phys Technol, 82, 107-119(2017).
[3] Dong L, Wang B, Ming Z, et al. Robust infrared maritime target detection based on visual attention and spatiotemporal filtering[J]. IEEE Trans Geosci Remote Sens, 55, 3037-3050(2017).
[4] Gao C, Meng D, Yang Y, et al. Infrared patch-image model for small target detection in a single image[J]. IEEE Trans Image Process, 22, 4996-5009(2013).
[5] Zhang Xiangyue, Ding Qinghai, Luo Haibo, et al. Infrared dim target detection algorithm based on improved LCM[J]. Infrared and Laser Engineering, 46, 0726002(2017).
[6] Gao C, Zhang T, Li Q. Small infrared target detection using sparse ring representation[J]. IEEE Aerosp Electron Syst Mag, 27, 21-30(2012).
[7] [7] Kim S. Target attributebased false alarm rejection in small infrared target detection[C]Proc SPIE, 2012, 8537: 85370G.
[8] Han J, Ma Y, Zhou B, et al. A robust infrared small target detection algorithm based on human visual system[J]. IEEE Geosci Remote Sensing Lett, 11, 2168-2172(2014).
[9] [9] Deshpe S, Meng H, Venkateswarlu R. Maxmean maxmedian filters f detection of small targets[C]Proc SPIE, 1999, 3809: 7483.
[10] Zhang B, Zhang T, Cao Z, et al. Fast new small-target detection algorithm based on a modified partial differential equation in infrared clutter[J]. Opt Eng, 46, 106401(2007).
[11] [11] Gregis D J, Yu S K, Tritchew S, et al. Wavelet transfmbased filtering f the enhancement of dim targets in FLIR images[C]Proc SPIE, 1994, 2242: 573583.
[12] Qi B, Wu T, He H. Robust detection of small infrared objects in maritime scenarios using local minimum patterns and spatio-temporal context[J]. Opt Eng, 51, 027205(2012).
[13] Bai X, Zhou F. Analysis of new top-hat transformation and the application for infrared dim small target detection[J]. Pattern Recognit, 43, 2145-2156(2010).
[14] Cao Y, Liu R, Yang J. Small target detection using two-dimensional least mean square (TDLMS) filter based on neighborhood analysis[J]. J Infrared Millim W, 29, 188-200(2008).
[15] Ding H, Zhao H. Adaptive method for the detection of infrared small target[J]. Opt Eng, 54, 113107(2015).
[16] Wang Z, Tian J, Liu J, et al. Small infrared target fusion detection based on support vector machines in the wavelet domain[J]. Opt Eng, 45, 076401(2006).
[17] Bi Y, Bai X, Jin T, et al. Multiple feature analysis for infrared small target detection[J]. IEEE Geosci Remote Sensing Lett, 14, 1333-1337(2017).
[18] Wang X, Peng Z, Kong D, et al. Infrared dim target detection based on total variation regularization and principal component pursuit[J]. Image Vision Comput, 63, 1-9(2017).
[19] Wang C, Qin S. Adaptive detection method of infrared small target based on target-background separation via robust principal component analysis[J]. Infrared Phys Technol, 69, 123-135(2015).
[20] Itti L, Koch C, Niebur E. A model of saliency-based visual attention for rapid scene analysis[J]. IEEE Trans Pattern Anal Mach Intell, 20, 1254-1259(1998).
[21] Han J, Liang K, Zhou B, et al. Infrared small target detection utilizing the multi-scale relative local contrast measure[J]. IEEE Geosci Remote Sensing Lett, 15, 612-616(2018).
[22] Kim S, Yang Y, Lee J, et al. Small target detection utilizing robust methods of the human visual system for IRST[J]. J Infrared Millim Terahz Waves, 30, 994-1011(2009).
[23] Shao X, Fan H, Lu G, et al. An improved infrared dim and small target detection algorithm based on the contrast mechanism of human visual system[J]. Infrared Phys Technol, 55, 403-408(2012).
[24] Wang X, Lv G, Xu L. Infrared dim target detection based on visual attention[J]. Infrared Phys Technol, 55, 513-521(2012).
[25] Dong X, Huang X, Zheng Y, et al. A novel infrared small moving target detection method based on tracking interest points under complicated background[J]. Infrared Phys Technol, 65, 36-42(2014).
[26] Dong X, Huang X, Zheng Y, et al. Infrared dim and small target detecting and tracking method inspired by human visual system[J]. Infrared Phys Technol, 62, 100-109(2014).
[27] Han J, Ma Y, Huang J, et al. An infrared small target detecting algorithm based on human visual system[J]. IEEE Geosci Remote Sensing Lett, 13, 452-456(2016).
[28] Xie K, Fu K, Zhou T, et al. Small target detection based on accumulated center-surround difference measure[J]. Infrared Phys Technol, 67, 229-236(2014).
[29] Wei Y, You X, Li H. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognit, 58, 216-226(2016).
[30] Chen C L P, Li H, Wei Y, et al. A local contrast method for small infrared target detection[J]. IEEE Trans Geosci Remote Sens, 52, 574-581(2014).
[31] Qin Y, Li B. Effective infrared small target detection utilizing a novel local contrast method[J]. IEEE Geosci Remote Sensing Lett, 13, 1890-1894(2016).
[32] Deng H, Sun X, Liu M, et al. Small infrared target detection based on weighted local difference measure[J]. IEEE Trans Geosci Remote Sens, 54, 4204-4214(2016).
[33] Deng H, Sun X, Liu M, et al. Infrared small-target detection using multiscale gray difference weighted image entropy[J]. IEEE Trans Aerosp Electron Syst, 52, 60-72(2016).
[34] Xia T, Tang Y Y. Biologically inspired small infrared target detection using local contrast mechanisms[J]. Int J Wavelets Multiresolut Inf Process, 13, 1550025(2015).
[35] Cui Z, Yang J, Li J, et al. An infrared small target detection framework based on local contrast method[J]. Measurement, 91, 405-413(2016).
[36] Cui Z, Yang J, Jiang S, et al. An infrared small target detection algorithm based on high-speed local contrast method[J]. Infrared Phys Technol, 76, 474-481(2016).
[37] Chen Y, Xin Y. An efficient infrared small target detection method based on visual contrast mechanism[J]. IEEE Geosci Remote Sensing Lett, 13, 962-966(2016).
[38] [38] IEEE OTCBVS WS Series Bench, Rol Miezianko, Terravic Research Infrared Database[DBOL]. [2013] http:vciplokstate.gpbvsbenchindex.html.
[39] [39] Zhang W, Cong M, Wang L. Algithms f optical weak small targets detection tracking: review[C]Proc IEEE Int Conf Neural w Signal Process, 2003, 12: 643647.
[40] [40] Davis J, Goadrich M. The relationship between precisionrecall ROC curves[C]Proc 23rd Int Conf Mach Learn, 2006: 233240.
Get Citation
Copy Citation Text
Yuanyuan Chen, Jinhui Han, Honghui Zhang, Xiaodan Sang. Infrared small dim target detection using local contrast measure weighted by reversed local diversity[J]. Infrared and Laser Engineering, 2021, 50(8): 20200418
Category: Infrared technology and application
Received: Nov. 2, 2020
Accepted: --
Published Online: Nov. 2, 2021
The Author Email: