Dim Target Detection in Airborne Infrared Images Based on Visual Feature Fusion

Guoqing Qiu; Haijing Yang; Yantao Wang; Yating Wei; Pan Luo

doi:10.3788/LOP57.181004

[1] Zhu J W, Liu W H, Yin J F et al. Infrared small target regions detection based on improved image complexity[J]. Laser & Optoelectronics Progress, 55, 101006(2018).

[2] Zhang L D, Peng L B, Zhang T F et al. Infrared small target detection via non-convex rank approximation minimization joint l2,1 norm[J]. Remote Sensing, 10, 1821(2018).

[3] Li Y S, Zhang Y J, Yu J G et al. A novel spatio-temporal saliency approach for robust dim moving target detection from airborne infrared image sequences[J]. Information Sciences, 369, 548-563(2016).

[4] Zhao G P, Li L, Wang J Y. Dim small target single-frame detection based on structure tensor analysis[J]. Acta Photonica Sinica, 48, 0110001(2019).

[5] Gao J L, Wen C L, Liu M Q. Robust small target co-detection from airborne infrared image sequences[J]. Sensors, 17, 2242(2017).

[6] Shi Y F, Wei Y T, Yao H et al. High-boost-based multiscale local contrast measure for infrared small target detection[J]. IEEE Geoscience and Remote Sensing Letters, 15, 33-37(2018).

[7] Qi S X, Ma J, Tao C et al. A robust directional saliency-based method for infrared small-target detection under various complex backgrounds[J]. IEEE Geoscience and Remote Sensing Letters, 10, 495-499(2013).

[8] Hu J, Yu Y, Liu F. Small and dim target detection by background estimation[J]. Infrared Physics & Technology, 73, 141-148(2015).

[9] Zeng M, Li J X, Peng Z. The design of Top-Hat morphological filter and application to infrared target detection[J]. Infrared Physics & Technology, 48, 67-76(2006).

[10] Bai X Z, Zhou F G. Analysis of new Top-Hat transformation and the application for infrared dim small target detection[J]. Pattern Recognition, 43, 2145-2156(2010).

[11] Lu F X, Li Y J, Chen X et al. Weak target detection for PM model based on Top-Hat transform[J]. Systems Engineering and Electronics, 40, 1417-1422(2018).

[12] Wang P, Tian J W, Gao C Q. Infrared small target detection using directional highpass filters based on LS-SVM[J]. Electronics Letters, 45, 156-158(2009).

[13] Hou W, Lei Z H, Yu Q F et al. Small target detection using main directional suppression high pass filter[J]. Optik, 125, 3017-3022(2014).

[14] Ahmadi K, Salari E. Small dim object tracking using frequency and spatial domain information[J]. Pattern Recognition, 58, 227-234(2016).

[15] Xin Y H, Zhou J, Chen Y S. Dual multi-scale filter with SSS and GW for infrared small target detection[J]. Infrared Physics & Technology, 81, 97-108(2017).

[16] Qian K, Zhou H X, Qin H L et al. Guided filter and convolutional network based tracking for infrared dim moving target[J]. Infrared Physics & Technology, 85, 431-442(2017).

[17] Qin H L, Han J J, Yan X et al. Infrared small moving target detection using sparse representation-based image decomposition[J]. Infrared Physics & Technology, 76, 148-156(2016).

[18] Gao C Q, Zhang T Q, Li Q. Small infrared target detection using sparse ring representation[J]. IEEE Aerospace and Electronic Systems Magazine, 27, 21-30(2012).

[19] Chen H, Jiao L C, Liang M M et al. Fast unsupervised deep fusion network for change detection of multitemporal SAR images[J]. Neurocomputing, 332, 56-70(2019).

[20] Yang Y, Xu C B, Ma Y Y et al. A review of infrared dim small target detection algorithms with low SNR[J]. Laser & Infrared, 49, 643-649(2019).

[21] Shang K, Sun X, Tian J W et al. Infrared small target detection via line-based reconstruction and entropy-induced suppression[J]. Infrared Physics & Technology, 76, 75-81(2016).

[22] Zhang H, Zhang L, Yuan D et al. Infrared small target detection based on local intensity and gradient properties[J]. Infrared Physics & Technology, 89, 88-96(2018).

[23] Han J H, Liang K, Zhou B et al. Infrared small target detection utilizing the multiscale relative local contrast measure[J]. IEEE Geoscience and Remote Sensing Letters, 15, 612-616(2018).