Infrared small target detection based on modified local entropy and EMD

He Deng; Jianguo Liu; Zhong Chen

doi:10.3788/COL20100801.0024

Chinese Optics Letters, Volume. 8, Issue 1, 24(2010)

Infrared small target detection based on modified local entropy and EMD

He Deng, Jianguo Liu, and Zhong Chen

Institute for Pattern Recognition and Artif icial Intelligence, Huazhong University of Science and Technology, Wuhan 430074, China

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Cited By

[1] He Deng, Xianping Sun, Maili Liu, Chaohui Ye, Xin Zhou. Small Infrared Target Detection Based on Weighted Local Difference Measure. IEEE Transactions on Geoscience and Remote Sensing, 54, 4204(2016).

[2] Zujing Yan, Yunhong Xin, Ruiheng Su, Xiaojie Liang, He Wang. Multi-Scale Infrared Small Target Detection Method via Precise Feature Matching and Scale Selection Strategy. IEEE Access, 8, 48660(2020).

[3] Tao Huang, Zhulian Li, Yu Zhou, Yuqiang Li, Yaoheng Xiong, Tao Huang. Space multi-target detection by second variance. Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC), 1506(2013).

[4] Mingjing Zhao, Wei Li, Lu Li, Jin Hu, Pengge Ma, Ran Tao. Single-Frame Infrared Small-Target Detection: A survey. IEEE Geoscience and Remote Sensing Magazine, 10, 87(2022).

[5] Yanfeng Wu, Yanjie Wang, Peixun Liu, Huiyuan Luo, Boyang Cheng, Haijiang Sun. Infrared LSS-Target Detection Via Adaptive TCAIE-LGM Smoothing and Pixel-Based Background Subtraction. Photonic Sensors, 9, 179(2019).

[6] Mingming Chen, Chen Tang, Min Xu, Zhenkun Lei. Binarization of ESPI fringe patterns based on local entropy. Optics Express, 27, 32378(2019).

[7] Zujing Yan, Yunhong Xin, Lili Liu, Ruiheng Su, Dongbo Chen. Robust Infrared Superpixel Image Separation Model for Small Target Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 10256(2021).

[8] Zhonghua Wang, Qingqiang Kuang, He Deng, Jianguo Liu. Entropy flow-based approach to detect small target in the sea-sky background. 2010 3rd International Congress on Image and Signal Processing, 1498(2010).

[9] Chenqiang Gao, Deyu Meng, Yi Yang, Yongtao Wang, Xiaofang Zhou, Alexander G. Hauptmann. Infrared Patch-Image Model for Small Target Detection in a Single Image. IEEE Transactions on Image Processing, 22, 4996(2013).

[10] Xiangsuo Fan, Anqing Wu, Huajin Chen, Qingnan Huang, Zhiyong Xu. Infrared Dim and Small Target Detection Based on the Improved Tensor Nuclear Norm. Applied Sciences, 12, 5570(2022).

[11] . Volume Removed - Publisher's Disclaimer. Energy Procedia, 13, 1(2011).

[12] Xia Li, Jun Wang, Meihui Li, Zhenming Peng, Xingrun Liu. Investigating Detectability of Infrared Radiation Based on Image Evaluation for Engine Flame. Entropy, 21, 946(2019).

[13] Zhong Chen, Song Luo, Ting Xie, Jianguo Liu, Guoyou Wang, Gao Lei. A novel infrared small target detection method based on BEMD and local inverse entropy. Infrared Physics & Technology, 66, 114(2014).

[14] He Deng, Xianping Sun, Maili Liu, Chaohui Ye, Xin Zhou. Infrared small-target detection using multiscale gray difference weighted image entropy. IEEE Transactions on Aerospace and Electronic Systems, 52, 60(2016).

[15] He Deng, Yantao Wei, Mingwen Tong. Small target detection based on weighted self-information map. Infrared Physics & Technology, 60, 197(2013).

[16] He Deng, Xianping Sun, Maili Liu, Chaohui Ye, Xin Zhou. Entropy-based window selection for detecting dim and small infrared targets. Pattern Recognition, 61, 66(2017).

[17] Chenqiang Gao, Hengdi Su, Luxing Li, Qiang Li, Sheng Huang. Small infrared target detection based on kernel principal component analysis. 2012 5th International Congress on Image and Signal Processing, 1335(2012).

[18] Lizhen Deng, Jieke Zhang, Hu Zhu. Infrared moving point target detection using a spatial-temporal filter. Infrared Physics & Technology, 95, 122(2018).

[19] Jing-jing Zong, Tian-shuang Qiu, Wei-dong Li, Dong-mei Guo. Automatic ultrasound image segmentation based on local entropy and active contour model. Computers & Mathematics with Applications, 78, 929(2019).

[20] Yao Qin, Lorenzo Bruzzone, Chengqiang Gao, Biao Li. Infrared Small Target Detection Based on Facet Kernel and Random Walker. IEEE Transactions on Geoscience and Remote Sensing, 57, 7104(2019).

[21] Hu Zhu, Haopeng Ni, Shiming Liu, Guoxia Xu, Lizhen Deng. TNLRS: Target-Aware Non-Local Low-Rank Modeling With Saliency Filtering Regularization for Infrared Small Target Detection. IEEE Transactions on Image Processing, 29, 9546(2020).

[22] He Deng, Yantao Wei, Mingwen Tong. Background suppression of small target image based on fast local reverse entropy operator. IET Computer Vision, 7, 405(2013).

[23] Fei Zhao, Huanzhang Lu, Zhiyong Zhang, Shanzhu Xiao. Complex background suppression based on fusion of morphological Open filter and nucleus similar pixels bilateral filter. Infrared Physics & Technology, 55, 454(2012).

[24] He Deng, Xianping Sun, Maili Liu, Chaohui Ye, Xin Zhou. Image enhancement based on intuitionistic fuzzy sets theory. IET Image Processing, 10, 701(2016).

[25] S. Rajkumar, P. V. S. S. R. Chandra Mouli. Informatics and Communication Technologies for Societal Development, 9(2015).

[26] . Volume Removed - Publisher's Disclaimer. Energy Procedia, 13, 1(2011).

[27] Yao Qin, Biao Li. Effective Infrared Small Target Detection Utilizing a Novel Local Contrast Method. IEEE Geoscience and Remote Sensing Letters, 13, 1890(2016).

[28] Jufeng Zhao, Huajun Feng, Zhihai Xu, Qi Li, Hai Peng. Real-time automatic small target detection using saliency extraction and morphological theory. Optics & Laser Technology, 47, 268(2013).

[29] Mao Yuxin, Mao Zheng, Jia Wenyang, Du Wenbin. Analysis of small target detection algorithm based on image gray entropy. 2015 12th IEEE International Conference on Electronic Measurement & Instruments (ICEMI), 1237(2015).

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He Deng, Jianguo Liu, Zhong Chen, "Infrared small target detection based on modified local entropy and EMD," Chin. Opt. Lett. 8, 24 (2010)

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Paper Information

Received: Mar. 18, 2009

Accepted: --

Published Online: Mar. 1, 2010

The Author Email:

DOI:10.3788/COL20100801.0024

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology