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Volumn 7, Issue 8, 2013, Pages 720-730

Improved sub-band adaptive thresholding function for denoising of satellite image based on evolutionary algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE THRESHOLDING; ARTIFICIAL BEE COLONIES (ABC); DE-NOISING TECHNIQUES; GLOBAL OPTIMISATION; OPTIMUM PERFORMANCE; PARTICLE SWARM OPTIMISATION; PEAK SIGNAL-TO-NOISE RATIO; SIGNALTONOISE RATIO (SNR);

EID: 84884559075     PISSN: 17519675     EISSN: 17519683     Source Type: Journal    
DOI: 10.1049/iet-spr.2013.0139     Document Type: Article
Times cited : (63)

References (41)
  • 1
    • 0003626435 scopus 로고    scopus 로고
    • Digital image processing
    • (Pearson Prentice-Hall, Singapore, 2nd edn.
    • Gonzalez, R.C., Woods, R.E.: 'Digital image processing' (Pearson Prentice-Hall, Singapore, 2002, 2nd edn.)
    • (2002)
    • Gonzalez, R.C.1    Woods, R.E.2
  • 2
    • 84868643298 scopus 로고    scopus 로고
    • Improved normalised difference vegetation index method based on discrete cosine transform and singular value decomposition for satellite image processing
    • Bhandari, A.K., Kumar, A., Padhy, P.K.: 'Improved normalised difference vegetation index method based on discrete cosine transform and singular value decomposition for satellite image processing'. IET Signal Process., 2012, pp. 1-9
    • (2012) IET Signal Process. , pp. 1-9
    • Bhandari, A.K.1    Kumar, A.2    Padhy, P.K.3
  • 3
    • 0024700097 scopus 로고
    • Theory for multi-resolution signal decomposition: the wavelet representation
    • Mallat, G.: 'Theory for multi-resolution signal decomposition: the wavelet representation', IEEE Trans. Pattern Anal. Mach. Intell., 1989, 2, (7), pp. 674-694
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.2 , Issue.7 , pp. 674-694
    • Mallat, G.1
  • 4
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • Donoho, D.L., Johnstone, I.M.: 'Ideal spatial adaptation by wavelet shrinkage', Biometrika, 1994, 81, (3), pp. 425-455
    • (1994) Biometrika , vol.81 , Issue.3 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 5
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho, D.L., Johnstone, I.M.: 'Adapting to unknown smoothness via wavelet shrinkage', J. Am. Stat. Assoc., 1995, 90, (432), pp. 1200-1224
    • (1995) J. Am. Stat. Assoc. , vol.90 , Issue.432 , pp. 1200-1224
    • Donoho, D.L.1    Johnstone, I.M.2
  • 6
    • 0029307534 scopus 로고
    • Denoising by soft thresholding
    • Donoho, D.L.: 'Denoising by soft thresholding', IEEE Trans. Inf. Theory, 1995, 41, pp. 613-627
    • (1995) IEEE Trans. Inf. Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 7
    • 0031312521 scopus 로고    scopus 로고
    • WaveShrink with firm shrinkage
    • Gao, H., Bruce, A.G.: 'WaveShrink with firm shrinkage', Stat. Sin., 1997, 7, pp. 855-874
    • (1997) Stat. Sin. , vol.7 , pp. 855-874
    • Gao, H.1    Bruce, A.G.2
  • 8
    • 0032282297 scopus 로고    scopus 로고
    • Wavelet shrinkage denoising using the nonnegative garrote
    • Gao, H.: 'Wavelet shrinkage denoising using the nonnegative garrote', J. Comput. Graph. Stat., 1998, 7, pp. 469-488
    • (1998) J. Comput. Graph. Stat. , vol.7 , pp. 469-488
    • Gao, H.1
  • 9
    • 0037283336 scopus 로고    scopus 로고
    • Denoising through wavelet shrinkage: an empirical study
    • Fodder, I.K., Kamath, C.: 'Denoising through wavelet shrinkage: an empirical study', J. Electron. Imaging, 2003, 12, (1), pp. 151-160
    • (2003) J. Electron. Imaging , vol.12 , Issue.1 , pp. 151-160
    • Fodder, I.K.1    Kamath, C.2
  • 10
    • 0035413315 scopus 로고    scopus 로고
    • Novel Bayesian multiscale method for speckle removal in medical ultrasound Images
    • Achim, A., Bezerianos, A., Tsakalides, P.: 'Novel Bayesian multiscale method for speckle removal in medical ultrasound Images', IEEE Trans. Med. Imaging, 2001, 20, (8), pp. 772-783
    • (2001) IEEE Trans. Med. Imaging , vol.20 , Issue.8 , pp. 772-783
    • Achim, A.1    Bezerianos, A.2    Tsakalides, P.3
  • 11
    • 11844300380 scopus 로고    scopus 로고
    • Image denoising using alpha-stable distributions in the complex wavelet domain
    • Achim, A., Kuruoghlu, E.: 'Image denoising using alpha-stable distributions in the complex wavelet domain', IEEE Signal Process. Lett., 2005, 12, (1), pp. 17-20
    • (2005) IEEE Signal Process. Lett. , vol.12 , Issue.1 , pp. 17-20
    • Achim, A.1    Kuruoghlu, E.2
  • 12
    • 0342647438 scopus 로고    scopus 로고
    • Low complexity image denoising based on statistical modeling of wavelet coefficients
    • Mihcak, M.K., Kozintsev, I., Ramchandran, K., Moulin, P.: 'Low complexity image denoising based on statistical modeling of wavelet coefficients', IEEE Signal Process. Lett., 1999, 9, pp. 300-303
    • (1999) IEEE Signal Process. Lett. , vol.9 , pp. 300-303
    • Mihcak, M.K.1    Kozintsev, I.2    Ramchandran, K.3    Moulin, P.4
  • 13
    • 33747727601 scopus 로고    scopus 로고
    • Wavelet-based statistical signal processing using hidden Markov models
    • Crouse, M.S., Nowak, R.D., Baraniuk, R.G.: 'Wavelet-based statistical signal processing using hidden Markov models', IEEE Trans. Signal Process., 1998, 46, (4), pp. 886-902
    • (1998) IEEE Trans. Signal Process. , vol.46 , Issue.4 , pp. 886-902
    • Crouse, M.S.1    Nowak, R.D.2    Baraniuk, R.G.3
  • 14
    • 47749113294 scopus 로고    scopus 로고
    • Ultrasound speckle suppression using heavy tailed distribution in the dual tree complex wavelet domain
    • Mohamad, M., Hamid, M.: 'Ultrasound speckle suppression using heavy tailed distribution in the dual tree complex wavelet domain'. Proc. IEEE Int. Conf. on Wavelet Diversity and Design, 2007, pp. 65-68
    • (2007) Proc. IEEE Int. Conf. on Wavelet Diversity and Design , pp. 65-68
    • Mohamad, M.1    Hamid, M.2
  • 18
    • 31344451735 scopus 로고    scopus 로고
    • Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising
    • Pizurica, A., Philips, W.: 'Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising', IEEE Trans. Image Process., 2006, 15, (3), pp. 654-665
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.3 , pp. 654-665
    • Pizurica, A.1    Philips, W.2
  • 19
    • 50049093847 scopus 로고    scopus 로고
    • Speckle noise reduction of medical ultrasound images in complex wavelet domain using mixture priors
    • Rabbani, H., Mansur, V., Purang, A., Saeed, G.: 'Speckle noise reduction of medical ultrasound images in complex wavelet domain using mixture priors', IEEE Trans. Biomed. Eng., 2008, 55, (9), pp. 2152-2160
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.9 , pp. 2152-2160
    • Rabbani, H.1    Mansur, V.2    Purang, A.3    Saeed, G.4
  • 20
    • 67349240412 scopus 로고    scopus 로고
    • Image denoising in steerable pyramid domain based on a local Laplace prior
    • Rabbani, H.: 'Image denoising in steerable pyramid domain based on a local Laplace prior', Elsevier J. Pattern Recognit., 2009, 42, (9), pp. 2181-2193
    • (2009) Elsevier J. Pattern Recognit. , vol.42 , Issue.9 , pp. 2181-2193
    • Rabbani, H.1
  • 21
    • 70349472588 scopus 로고    scopus 로고
    • Image denoising using trivariate shrinkage filter in the wavelet domain and joint bilateral filter in the spatial domain
    • Yu, H., Zhao, L., Wang, H.: 'Image denoising using trivariate shrinkage filter in the wavelet domain and joint bilateral filter in the spatial domain', IEEE Trans. Image Proc., 2009, 18, (10), pp. 2364-2369
    • (2009) IEEE Trans. Image Proc. , vol.18 , Issue.10 , pp. 2364-2369
    • Yu, H.1    Zhao, L.2    Wang, H.3
  • 22
    • 0032187852 scopus 로고    scopus 로고
    • Adaptive denoising based on SURE risk
    • Zhang, X.P., Desai, M.D.: 'Adaptive denoising based on SURE risk', IEEE Signal Process.', Lett., 1998, 5, (10), pp. 265-267
    • (1998) IEEE Signal Process.', Lett. , vol.5 , Issue.10 , pp. 265-267
    • Zhang, X.P.1    Desai, M.D.2
  • 23
    • 0034842734 scopus 로고    scopus 로고
    • State-scale adaptive noise reduction in images based on thresholding neural network
    • Zhang, X.P.: 'State-scale adaptive noise reduction in images based on thresholding neural network'. Proc. IEEE Int. Conf. on Acoustic, Speech and Signal Processing, 2001, pp. 1889-1892
    • (2001) Proc. IEEE Int. Conf. on Acoustic, Speech and Signal Processing , pp. 1889-1892
    • Zhang, X.P.1
  • 24
    • 0035330111 scopus 로고    scopus 로고
    • Thresholding neural network for adaptive noise reduction
    • Zhang, X.P.: 'Thresholding neural network for adaptive noise reduction', IEEE Trans. Neural Netw., 2001, 12, (3), pp. 567-584
    • (2001) IEEE Trans. Neural Netw. , vol.12 , Issue.3 , pp. 567-584
    • Zhang, X.P.1
  • 25
    • 84858077546 scopus 로고    scopus 로고
    • Remote-sensing image denoising using partial differential equations and auxiliary images as priors
    • Liu, P., Huang, F., Li, G., Liu, Z.: 'Remote-sensing image denoising using partial differential equations and auxiliary images as priors', Geosci. Remote Sens. Lett., IEEE, 2012, 9, (3), pp. 358-362
    • (2012) Geosci. Remote Sens. Lett., IEEE , vol.9 , Issue.3 , pp. 358-362
    • Liu, P.1    Huang, F.2    Li, G.3    Liu, Z.4
  • 28
    • 58149457783 scopus 로고    scopus 로고
    • Image denoising in the wavelet domain using a new adaptive thresholding function
    • Nasri, M., Pour, H.N.: 'Image denoising in the wavelet domain using a new adaptive thresholding function', Elsevier J. Neurocomput., 2009, 72, pp. 1012-1025
    • (2009) Elsevier J. Neurocomput. , vol.72 , pp. 1012-1025
    • Nasri, M.1    Pour, H.N.2
  • 29
    • 79960758557 scopus 로고    scopus 로고
    • Image enhancement by wavelet-based thresholding neural network with adaptive learning rate
    • Bhutada, G.G., Anand, R.S., Saxena, S.C.: 'Image enhancement by wavelet-based thresholding neural network with adaptive learning rate', IET Image Process., 2011, 5, (7), pp. 573-582
    • (2011) IET Image Process. , vol.5 , Issue.7 , pp. 573-582
    • Bhutada, G.G.1    Anand, R.S.2    Saxena, S.C.3
  • 30
  • 31
    • 34247470408 scopus 로고    scopus 로고
    • Pointwise shape-adaptive DCT for high-quality denoising and deblocking of grayscale and color images
    • Foi, A., Katkovnik, V., Egiazarian, K.: 'Pointwise shape-adaptive DCT for high-quality denoising and deblocking of grayscale and color images', IEEE Trans. Image Process., 2007, 16, (5), pp. 1395-1411
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.5 , pp. 1395-1411
    • Foi, A.1    Katkovnik, V.2    Egiazarian, K.3
  • 34
    • 78649979697 scopus 로고    scopus 로고
    • Edge preserved image enhancement using adaptive fusion of images denoised by wavelet and curvelet transform
    • Bhutada, G.G., Anand, R.S., Saxena, S.C.: 'Edge preserved image enhancement using adaptive fusion of images denoised by wavelet and curvelet transform', Digital Signal Process., 2011, 21, (1), pp. 118-130
    • (2011) Digital Signal Process. , vol.21 , Issue.1 , pp. 118-130
    • Bhutada, G.G.1    Anand, R.S.2    Saxena, S.C.3
  • 35
    • 84880144544 scopus 로고    scopus 로고
    • Fast adaptive learning algorithm for sub-band adaptive thresholding function in image denoising
    • Bhutada, G.G., Anand, R.S., Saxena, S.C.: 'Fast adaptive learning algorithm for sub-band adaptive thresholding function in image denoising', Int. J. Comput. Intell. Stud., 2010, 1, (3), pp. 227-241
    • (2010) Int. J. Comput. Intell. Stud. , vol.1 , Issue.3 , pp. 227-241
    • Bhutada, G.G.1    Anand, R.S.2    Saxena, S.C.3
  • 36
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    • Ratnaweera, A., Halgamuge, S.K., Watson, H.C.: 'Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients', IEEE Trans. Evol. Comput., 2004, 8, pp. 240-255
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , pp. 240-255
    • Ratnaweera, A.1    Halgamuge, S.K.2    Watson, H.C.3
  • 37
    • 84872315994 scopus 로고    scopus 로고
    • Modified PSO algorithm with high exploration
    • Gupta, S., Devi, S.: 'Modified PSO algorithm with high exploration', Int. J. Softw. Eng. Res. Pract., 2011, 1, (1), pp. 15-19
    • (2011) Int. J. Softw. Eng. Res. Pract. , vol.1 , Issue.1 , pp. 15-19
    • Gupta, S.1    Devi, S.2
  • 38
    • 84862334764 scopus 로고    scopus 로고
    • A modified particle swarm optimization algorithm
    • Mu, A.Q., De-Xin, C., Wang, X.H.: 'A modified particle swarm optimization algorithm', Nat. Sci., 2009, 1, (2), pp. 151-155
    • (2009) Nat. Sci. , vol.1 , Issue.2 , pp. 151-155
    • Mu, A.Q.1    De-Xin, C.2    Wang, X.H.3
  • 39
    • 35148827874 scopus 로고    scopus 로고
    • An idea based on honey bee swarm for numerical optimization
    • Erciyes University, Engineering Faculty, Computer Engineering Department
    • Karaboga, D.: 'An idea based on honey bee swarm for numerical optimization'. Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department, 2005
    • (2005) Technical Report-TR06
    • Karaboga, D.1
  • 41
    • 0003517464 scopus 로고    scopus 로고
    • Digital image processing
    • (John Wiley and Sons, 3rd edn.)
    • Prattt, W.K.: 'Digital image processing' (John Wiley and Sons, 2006, 3rd edn.)
    • (2006)
    • Prattt, W.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.