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Volumn 22, Issue 12, 2013, Pages 4996-5009

Infrared patch-image model for small target detection in a single image

Author keywords

Infrared image; Low rank matrix recovery; Small target detection

Indexed keywords

DETECTION PERFORMANCE; LOW-RANK MATRIX RECOVERIES; OPTIMIZATION PROBLEMS; SEGMENTATION RESULTS; SIGNAL-TO-CLUTTER RATIOS; SMALL TARGET DETECTION; SYNTHETIC AND REAL DATA; TRACKING APPLICATION;

EID: 84885647207     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2013.2281420     Document Type: Article
Times cited : (878)

References (48)
  • 1
    • 0024036311 scopus 로고
    • Optical moving target detection with 3D matched filtering
    • Jan.
    • I. S. Reed, R. M. Gagliardi, and L. B. Stotts, "Optical moving target detection with 3D matched filtering," IEEE Trans. Aerosp. Electron. Syst., vol. 24, no. 4, pp. 327-336, Jan. 1988.
    • (1988) IEEE Trans. Aerosp. Electron. Syst. , vol.24 , Issue.4 , pp. 327-336
    • Reed, I.S.1    Gagliardi, R.M.2    Stotts, L.B.3
  • 2
    • 33747601849 scopus 로고    scopus 로고
    • Moving weak point target detection and estimation with three-dimensional double directional filter in IR cluttered background
    • Oct.
    • M. Li, T. Zhang, W. Yang, and X. Sun, "Moving weak point target detection and estimation with three-dimensional double directional filter in IR cluttered background," Opt. Eng., vol. 44, pp. 107007-1-107007-4, Oct. 2005.
    • (2005) Opt. Eng. , vol.44 , pp. 1070071-1070074
    • Li, M.1    Zhang, T.2    Yang, W.3    Sun, X.4
  • 3
    • 0029489116 scopus 로고
    • Spatiotemporal multiscan adaptive matched filtering
    • Sep.
    • K. Melendez and J. Modestino, "Spatiotemporal multiscan adaptive matched filtering," Proc. SPIE, vol. 2561, pp. 51-65, Sep. 1995.
    • (1995) Proc. SPIE , vol.2561 , pp. 51-65
    • Melendez, K.1    Modestino, J.2
  • 4
    • 80052724784 scopus 로고    scopus 로고
    • Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track
    • Jan.
    • S. Kim and J. Lee, "Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track," Pattern Recognit., vol. 45, pp. 393-406, Jan. 2012.
    • (2012) Pattern Recognit. , vol.45 , pp. 393-406
    • Kim, S.1    Lee, J.2
  • 5
    • 77955308937 scopus 로고    scopus 로고
    • Analysis of different modified top-hat transformations based on structuring element construction
    • Nov.
    • X. Bai and F. Zhou, "Analysis of different modified top-hat transformations based on structuring element construction," Signal Process., vol. 90, pp. 2999-3003, Nov. 2010.
    • (2010) Signal Process. , vol.90 , pp. 2999-3003
    • Bai, X.1    Zhou, F.2
  • 6
    • 77954258382 scopus 로고    scopus 로고
    • A kernel-based nonparametric regression method for clutter removal in infrared small-target detection applications
    • Jul
    • Y. F. Gu, C. Wang, B. X. Liu, and Y. Zhang, "A kernel-based nonparametric regression method for clutter removal in infrared small-target detection applications," IEEE Geosci. Remote Sens. Lett., vol. 7, no. 3, pp. 469-473, Jul. 2010.
    • (2010) IEEE Geosci. Remote Sens. Lett. , vol.7 , Issue.3 , pp. 469-473
    • Gu, Y.F.1    Wang, C.2    Liu, B.X.3    Zhang, Y.4
  • 7
    • 0001712129 scopus 로고    scopus 로고
    • Detection of dim targets in digital infrared imagery by morphological image processing
    • J. F. Rivest and R. Fortin, "Detection of dim targets in digital infrared imagery by morphological image processing," Opt. Eng., vol. 35, pp. 1886-1893, Jul. 1996. (Pubitemid 126674620)
    • (1996) Optical Engineering , vol.35 , Issue.7 , pp. 1886-1893
    • Rivest, J.-F.1    Fortin, R.2
  • 8
    • 0031125361 scopus 로고    scopus 로고
    • A tracking algorithm for infrared images based on reduced sufficient statistics
    • K. L. Anderson and R. A. Iltis, "A tracking algorithm for infrared images based on reduced sufficient statistics," IEEE Trans. Aerosp. Electron. Syst., vol. 33, no. 2, pp. 464-472, Apr. 1997. (Pubitemid 127761317)
    • (1997) IEEE Transactions on Aerospace and Electronic Systems , vol.33 , Issue.2 PART 1 , pp. 464-472
    • Anderson, K.L.1    Iltis, R.A.2
  • 9
    • 0031191894 scopus 로고    scopus 로고
    • An extended track-before-detect algorithm for infrared target detection
    • Jul.
    • X. Yan, P. Jia-Xiong, D. Ming-yue, and X. Dong-Hui, "An extended track-before-detect algorithm for infrared target detection," IEEE Trans. Aerosp. Electron. Syst., vol. 33, no. 3, pp. 1087-1092, Jul. 1997.
    • (1997) IEEE Trans. Aerosp. Electron. Syst. , vol.33 , Issue.3 , pp. 1087-1092
    • Yan, X.1    Jia-Xiong, P.2    Ming-Yue, D.3    Dong-Hui, X.4
  • 10
    • 84856985581 scopus 로고
    • Morphology-based algorithm for point target detection in infrared backgrounds
    • Oct.
    • V. Tom, T. Peli, M. Leung, and J. Bondaryk, "Morphology-based algorithm for point target detection in infrared backgrounds," Proc. SPIE, vol. 1954, pp. 25-32, Oct. 1993.
    • (1993) Proc. SPIE , vol.1954 , pp. 25-32
    • Tom, V.1    Peli, T.2    Leung, M.3    Bondaryk, J.4
  • 11
    • 44949103468 scopus 로고    scopus 로고
    • Small maritime target detection through false color fusion
    • Apr.
    • A. Toet and T. Wu, "Small maritime target detection through false color fusion," Proc. SPIE, vol. 6945, pp. 69450V-69453V, Apr. 2008.
    • (2008) Proc. SPIE , vol.6945
    • Toet, A.1    Wu, T.2
  • 12
    • 79960675858 scopus 로고    scopus 로고
    • Robust principal component analysis?
    • May
    • E. J. Candés, X. Li, Y. Ma, and J. Wright, "Robust principal component analysis?" J. ACM, vol. 58, pp. 1-37, May 2011.
    • (2011) J. ACM , vol.58 , pp. 1-37
    • Candés, E.J.1    Li, X.2    Ma, Y.3    Wright, J.4
  • 14
    • 84898783301 scopus 로고    scopus 로고
    • Robust matrix factorization with unknown noise
    • D. Meng and F. De la Torre, "Robust matrix factorization with unknown noise," in Proc. ICCV, 2013.
    • (2013) Proc. ICCV
    • Meng, D.1    De La Torre, F.2
  • 15
    • 84893361849 scopus 로고    scopus 로고
    • A cyclic weighted median method for l1 low-rank matrix factorization with missing entries
    • D. Meng, Z. Xu, L. Zhang, and J. Zhao, "A cyclic weighted median method for l1 low-rank matrix factorization with missing entries," in Proc. AAAI, 2013.
    • (2013) Proc. AAAI
    • Meng, D.1    Xu, Z.2    Zhang, L.3    Zhao, J.4
  • 16
    • 0025416741 scopus 로고
    • Frequency domain algorithm for multiframe detection and estimation of dim targets
    • DOI 10.1109/34.50625
    • B. Porat and B. Friedlander, "A frequency domain algorithm for multiframe detection and estimation of dim targets," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 4, pp. 398-401, Apr. 1990. (Pubitemid 20689482)
    • (1990) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.12 , Issue.4 , pp. 398-401
    • Porat Boaz1    Friedlander Benjamin2
  • 18
    • 39749119303 scopus 로고    scopus 로고
    • Fast new small-target detection algorithm based on a modified partial differential equation in infrared clutter
    • B. Zhang, T. Zhang, Z. Cao, and K. Zhang, "Fast new small-target detection algorithm based on a modified partial differential equation in infrared clutter," Opt. Eng., vol. 46, no. 10, pp. 106401-1-106401-4, 2007.
    • (2007) Opt. Eng. , vol.46 , Issue.10 , pp. 1064011-1064014
    • Zhang, B.1    Zhang, T.2    Cao, Z.3    Zhang, K.4
  • 19
    • 0029210624 scopus 로고
    • Analysis of multiframe target detection using pixel statistics
    • Jan.
    • P. Wei, B. Zeidler, and W. Ku, "Analysis of multiframe target detection using pixel statistics," IEEE Trans. Aerosp. Electron. Syst., vol. 31, no. 1, pp. 238-247, Jan. 1995.
    • (1995) IEEE Trans. Aerosp. Electron. Syst. , vol.31 , Issue.1 , pp. 238-247
    • Wei, P.1    Zeidler, B.2    Ku, W.3
  • 20
    • 0001704004 scopus 로고    scopus 로고
    • Tracking point targets in cloud clutter
    • Aug.
    • J. Silverman, J. M. Mooney, and C. E. Caefer, "Tracking point targets in cloud clutter," Proc. SPIE, vol. 3061, pp. 496-507, Aug. 1997.
    • (1997) Proc. SPIE , vol.3061 , pp. 496-507
    • Silverman, J.1    Mooney, J.M.2    Caefer, C.E.3
  • 21
    • 0036544434 scopus 로고    scopus 로고
    • Detecting small moving objects using temporal hypothesis testing
    • DOI 10.1109/TAES.2002.1008987
    • A. P. Tzannes and D. H. Brooks, "Detecting small moving objects using temporal hypothesis testing," IEEE Trans. Aerosp. Electron. Syst., vol. 38, no. 2, pp. 570-586, Apr. 2002. (Pubitemid 34750599)
    • (2002) IEEE Transactions on Aerospace and Electronic Systems , vol.38 , Issue.2 , pp. 570-586
    • Tzannes, A.P.1    Brooks, D.H.2
  • 23
    • 34247169208 scopus 로고    scopus 로고
    • Temporal profile based small moving target detection algorithm in Infrared image sequences
    • DOI 10.1007/s10762-007-9214-z
    • D. Liu, J. Zhang, and W. Dong, "Temporal profile based small moving target detection algorithm in infrared image sequences," Int. J. Infr. Millimeter Waves, vol. 28, no. 5, pp. 373-381, 2007. (Pubitemid 46589171)
    • (2007) International Journal of Infrared and Millimeter Waves , vol.28 , Issue.5 , pp. 373-381
    • Liu, D.1    Zhang, J.2    Dong, W.3
  • 24
    • 80051670763 scopus 로고    scopus 로고
    • Small target detection using bilateral filter and temporal cross product in infrared images
    • Sep.
    • T.-W. Bae, "Small target detection using bilateral filter and temporal cross product in infrared images," Infr. Phys. Technol., vol. 54, pp. 403-411, Sep. 2011.
    • (2011) Infr. Phys. Technol. , vol.54 , pp. 403-411
    • Bae, T.-W.1
  • 25
    • 33749399879 scopus 로고    scopus 로고
    • Small infrared target fusiondetection based on support vector machines in the wavelet domain
    • Z. Wang, J. Tian, J. Liu, and S. Zheng, "Small infrared target fusiondetection based on support vector machines in the wavelet domain," Opt. Eng., vol. 45, no. 7, pp. 076401-1-076401-3, 2006.
    • (2006) Opt. Eng. , vol.45 , Issue.7 , pp. 0764011-0764013
    • Wang, Z.1    Tian, J.2    Liu, J.3    Zheng, S.4
  • 26
    • 85012244929 scopus 로고
    • Spatial-processing techniques for the detection of small targets in IR clutter
    • Oct.
    • D. Chan, D. Langan, and D. Staver, "Spatial-processing techniques for the detection of small targets in IR clutter," Proc. SPIE, vol. 1305, pp. 53-62, Oct. 1990.
    • (1990) Proc. SPIE , vol.1305 , pp. 53-62
    • Chan, D.1    Langan, D.2    Staver, D.3
  • 27
    • 0027624095 scopus 로고
    • Performance evaluation of 2-D adaptive prediction filters for detection of small objects in image data
    • DOI 10.1109/83.236534
    • T. Soni, J. R. Zeidler, and W. H. Ku, "Performance evaluation of 2D adaptive prediction filters for detection of small objects in image data," IEEE Trans. Image Process., vol. 2, no. 3, pp. 327-340, Jul. 1993. (Pubitemid 23697156)
    • (1993) IEEE Transactions on Image Processing , vol.2 , Issue.3 , pp. 327-340
    • Soni Tarun1    Zeidler James, R.2    Ku Walter, H.3
  • 28
    • 81755178948 scopus 로고    scopus 로고
    • Clutter-adaptive infrared small target detection in infrared maritime scenarios
    • Jun.
    • X. P. Wang and T. X. Zhang, "Clutter-adaptive infrared small target detection in infrared maritime scenarios," Opt. Eng., vol. 50, no. 6, pp. 067001-1-067001-12, Jun. 2011.
    • (2011) Opt. Eng. , vol.50 , Issue.6 , pp. 0670011-06700112
    • Wang, X.P.1    Zhang, T.X.2
  • 29
    • 0028497677 scopus 로고
    • Two-dimensional block diagonal LMS adaptive filtering
    • Sep.
    • M. R. Azimi-Sadjadi and P. Hongye, "Two-dimensional block diagonal LMS adaptive filtering," IEEE Trans. Signal Process., vol. 42, no. 9, pp. 2420-2429, Sep. 1994.
    • (1994) IEEE Trans. Signal Process. , vol.42 , Issue.9 , pp. 2420-2429
    • Azimi-Sadjadi, M.R.1    Hongye, P.2
  • 30
    • 0031103104 scopus 로고    scopus 로고
    • Enhanced detectability of small objects in correlated clutter using an improved 2-D adaptive lattice algorithm
    • PII S1057714997010014
    • P. A. Ffrench, J. R. Zeidler, and W. H. Ku, "Enhanced detectability of small objects in correlated clutter using an improved 2D adaptive lattice algorithm," IEEE Trans. Image Process., vol. 6, no. 3, pp. 383-397, Mar. 1997. (Pubitemid 127768370)
    • (1997) IEEE Transactions on Image Processing , vol.6 , Issue.3 , pp. 383-397
    • Ffrench, P.A.1    Zeidler, J.R.2    Ku, W.H.3
  • 31
    • 37749017151 scopus 로고    scopus 로고
    • Small target detection using twodimensional least mean square (TDLMS) filter based on neighborhood analysis
    • Y. Cao, R. Liu, and J. Yang, "Small target detection using twodimensional least mean square (TDLMS) filter based on neighborhood analysis," Int. J. Infr. Millimeter Waves, vol. 29, no. 2, pp. 188-200, 2008.
    • (2008) Int. J. Infr. Millimeter Waves , vol.29 , Issue.2 , pp. 188-200
    • Cao, Y.1    Liu, R.2    Yang, J.3
  • 32
    • 77749314320 scopus 로고    scopus 로고
    • Infrared small target detection based on modified local entropy and EMD
    • Jan.
    • H. Deng, J. G. Liu, and Z. Chen, "Infrared small target detection based on modified local entropy and EMD," Chin. Opt. Lett., vol. 8, pp. 24-28, Jan. 2010.
    • (2010) Chin. Opt. Lett. , vol.8 , pp. 24-28
    • Deng, H.1    Liu, J.G.2    Chen, Z.3
  • 33
    • 84861170275 scopus 로고    scopus 로고
    • Small infrared target detection using sparse ring representation
    • Mar
    • C. Q. Gao, T. Q. Zhang, and Q. Li, "Small infrared target detection using sparse ring representation," IEEE Aerosp. Electron. Syst. Mag., vol. 27, no. 3, pp. 21-30, Mar. 2012.
    • (2012) IEEE Aerosp. Electron. Syst. Mag. , vol.27 , Issue.3 , pp. 21-30
    • Gao, C.Q.1    Zhang, T.Q.2    Li, Q.3
  • 34
    • 33644961919 scopus 로고    scopus 로고
    • The design of top-hat morphological filter and application to infrared target detection
    • Apr.
    • M. Zeng, J. Li, and Z. Peng, "The design of top-hat morphological filter and application to infrared target detection," Infr. Phys. Technol., vol. 48, pp. 67-76, Apr. 2006.
    • (2006) Infr. Phys. Technol. , vol.48 , pp. 67-76
    • Zeng, M.1    Li, J.2    Peng, Z.3
  • 35
    • 51949109318 scopus 로고    scopus 로고
    • Modified top-hat transformation based on contour structuring element to detect infrared small target
    • Jun.
    • X. Bai, F. Zhou, Y. Xie, and T. Jin, "Modified top-hat transformation based on contour structuring element to detect infrared small target," in Proc. 3rd IEEE Conf. ICIEA, Jun. 2008, pp. 575-579.
    • (2008) Proc. 3rd IEEE Conf. ICIEA , pp. 575-579
    • Bai, X.1    Zhou, F.2    Xie, Y.3    Jin, T.4
  • 36
    • 0027652680 scopus 로고
    • Point source detection based on point spread function symmetry
    • Sep.
    • J. Ardouin, "Point source detection based on point spread function symmetry," Opt. Eng., vol. 32, pp. 2156-2164, Sep. 1993.
    • (1993) Opt. Eng. , vol.32 , pp. 2156-2164
    • Ardouin, J.1
  • 37
    • 0033285309 scopus 로고    scopus 로고
    • Texture synthesis by non-parametric sampling
    • Sep.
    • A. A. Efros and T. K. Leung, "Texture synthesis by non-parametric sampling," in Proc. 7th IEEE Int. Conf. Comput. Vis., vol. 2. Sep. 1999, pp. 1033-1038.
    • (1999) Proc. 7th IEEE Int. Conf. Comput. Vis. , vol.2 , pp. 1033-1038
    • Efros, A.A.1    Leung, T.K.2
  • 39
    • 33749184792 scopus 로고    scopus 로고
    • Optimal spatial adaptation for patch-based image denoising
    • DOI 10.1109/TIP.2006.877529
    • C. Kervrann and J. Boulanger, "Optimal spatial adaptation for patchbased image denoising," IEEE Trans. Image Process., vol. 15, no. 10, pp. 2866-2878, Oct. 2006. (Pubitemid 44473632)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.10 , pp. 2866-2878
    • Kervrann, C.1    Boulanger, J.2
  • 40
    • 38049144745 scopus 로고    scopus 로고
    • Nonlocal image and movie denoising
    • A. Buades, B. Coll, and J.-M. Morel, "Nonlocal image and movie denoising," Int. J. Comput. Vis., vol. 76, no. 2, pp. 123-139, 2008.
    • (2008) Int. J. Comput. Vis. , vol.76 , Issue.2 , pp. 123-139
    • Buades, A.1    Coll, B.2    Morel, J.-M.3
  • 43
    • 84860641798 scopus 로고    scopus 로고
    • Fast convex optimization algorithms for exact recovery of a corrupted lowrank matrix
    • Z. Lin, A. Ganesh, J. Wright, L. Wu, M. Chen, and Y. Ma, "Fast convex optimization algorithms for exact recovery of a corrupted lowrank matrix," in Proc. CAMSAP, 2009, pp. 1-18.
    • (2009) Proc. CAMSAP , pp. 1-18
    • Lin, Z.1    Ganesh, A.2    Wright, J.3    Wu, L.4    Chen, M.5    Ma, Y.6
  • 44
    • 77955690054 scopus 로고    scopus 로고
    • The augmented lagrange multiplier method for exact recovery of corrupted low-Rank matrices
    • Z. Lin, M. Chen, and Y. Ma, "The augmented lagrange multiplier method for exact recovery of corrupted low-Rank matrices," UIUC, Champaign, IL, USA, Tech. Rep. UILU-ENG-09-2215, 2009.
    • (2009) UIUC, Champaign, IL, USA, Tech. Rep. UILU-ENG , pp. 09-2215
    • Lin, Z.1    Chen, M.2    Ma, Y.3
  • 47
    • 33751001036 scopus 로고    scopus 로고
    • Novel dim target detection and estimation algorithm based on double threshold partial differential equation
    • M. Li, T. X. Zhang, Z. R. Zuo, X. C. Sun, and W. D. Yang, "Novel dim target detection and estimation algorithm based on double threshold partial differential equation," Opt. Eng., vol. 45, no. 9, pp. 090502-1-090502-3, 2006.
    • (2006) Opt. Eng. , vol.45 , Issue.9 , pp. 0905021-0905023
    • Li, M.1    Zhang, T.X.2    Zuo, Z.R.3    Sun, X.C.4    Yang, W.D.5


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