메뉴 건너뛰기




Volumn 181, Issue 13, 2011, Pages 2797-2812

Artificial immune multi-objective SAR image segmentation with fused complementary features

Author keywords

Artificial immune system; Clustering validity indices; Evolutionary computation; Feature fusion; Gabor filter; Gray level co occurrence probability; Multi objective optimization (MO); Single objective optimization (SO)

Indexed keywords

ARTIFICIAL IMMUNE SYSTEM; CLUSTERING VALIDITY INDEX; EVOLUTIONARY COMPUTATIONS; FEATURE FUSION; GABOR FILTER; GRAY LEVEL CO-OCCURRENCE PROBABILITY; MULTI OBJECTIVE; SINGLE-OBJECTIVE OPTIMIZATION (SO);

EID: 79953880755     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.02.025     Document Type: Article
Times cited : (73)

References (60)
  • 1
    • 34247466658 scopus 로고    scopus 로고
    • Multiobjective genetic clustering for pixel classification in remote sensing imagery
    • DOI 10.1109/TGRS.2007.892604
    • S. Bandyopadhyay, U. Maulik, and A. Mukhopadhyay Multi-objective genetic clustering for pixel classification in remote sensing imagery IEEE Transactions on Geoscience and Remote Sensing 45 5 2007 1506 1511 (Pubitemid 46652348)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.5 , pp. 1506-1511
    • Bandyopadhyay, S.1    Maulik, U.2    Mukhopadhyay, A.3
  • 2
    • 61449252434 scopus 로고    scopus 로고
    • Immune K-means and negative selection algorithms for data analysis
    • M. Bereta, and T. Burczynski Immune K-means and negative selection algorithms for data analysis Information Sciences 179 10 2009 1407 1425
    • (2009) Information Sciences , vol.179 , Issue.10 , pp. 1407-1425
    • Bereta, M.1    Burczynski, T.2
  • 3
    • 75149139352 scopus 로고    scopus 로고
    • GP-COACH: Genetic programming-based learning of compact and accurate fuzzy rule-based classification systems for high-dimensional problems
    • F.J. Berlanga, A.J. Rivera, M.J. del-Jesus, and F. Herrera GP-COACH: genetic programming-based learning of compact and accurate fuzzy rule-based classification systems for high-dimensional problems Information Sciences 180 8 2010 1183 1200
    • (2010) Information Sciences , vol.180 , Issue.8 , pp. 1183-1200
    • Berlanga, F.J.1    Rivera, A.J.2    Del-Jesus, M.J.3    Herrera, F.4
  • 5
    • 84863230634 scopus 로고    scopus 로고
    • A refactoring method for cache-efficient swarm-intelligence algorithms
    • 101016/jins201002025
    • F.C. Chang, and H.C. Huang A refactoring method for cache-efficient swarm-intelligence algorithms Information Sciences 2010 11 12 10.1016/j.ins.2010.02.025
    • (2010) Information Sciences , pp. 11-12
    • Chang, F.C.1    Huang, H.C.2
  • 6
    • 0027677864 scopus 로고
    • Texture analysis and classification with tree-structured wavelet transform
    • T. Chang, and C.J. Kuo Texture analysis and classification with tree-structured wavelet transform IEEE Transactions on Image Processing 2 4 1993 429 441
    • (1993) IEEE Transactions on Image Processing , vol.2 , Issue.4 , pp. 429-441
    • Chang, T.1    Kuo, C.J.2
  • 7
    • 0035443990 scopus 로고    scopus 로고
    • Multiscale image segmentation using wavelet-domain hidden Markov models
    • DOI 10.1109/83.941855, PII S1057714901074668
    • H. Choi, and R.G. Baraniuk Multiscale image segmentation using wavelet-domain hidden Markov models IEEE Transactions on Image Processing 10 9 2001 1309 1321 (Pubitemid 32949955)
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.9 , pp. 1309-1321
    • Choi, H.1    Baraniuk, R.G.2
  • 8
    • 0035540780 scopus 로고    scopus 로고
    • Comparison and fusion of co-occurrence, Gabor, and MRF texture features for classification of SAR sea ice imagery
    • D.A. Clausi Comparison and fusion of co-occurrence, Gabor, and MRF texture features for classification of SAR sea ice imagery Atmosphere - Oceans 39 3 2001 183 194
    • (2001) Atmosphere - Oceans , vol.39 , Issue.3 , pp. 183-194
    • Clausi, D.A.1
  • 9
    • 21244464429 scopus 로고    scopus 로고
    • Design-based texture feature fusion using Gabor filters and co-occurrence probabilities
    • DOI 10.1109/TIP.2005.849319
    • D.A. Clausi, and H. Deng Design-based texture feature fusion using Gabor filters and co-occurrence probabilities IEEE Transactions on Image Processing 14 7 2005 925 936 (Pubitemid 40889987)
    • (2005) IEEE Transactions on Image Processing , vol.14 , Issue.7 , pp. 925-936
    • Clausi, D.A.1    Deng, H.2
  • 10
    • 0034333640 scopus 로고    scopus 로고
    • Designing Gabor filters for optimal texture separability
    • D.A. Clausi, and M.E. Jernigan Designing Gabor filters for optimal texture separability Pattern Recognition 33 11 2000 1835 1849
    • (2000) Pattern Recognition , vol.33 , Issue.11 , pp. 1835-1849
    • Clausi, D.A.1    Jernigan, M.E.2
  • 11
    • 33644978280 scopus 로고    scopus 로고
    • Evolutionary multi-objective optimization: A historical view of the field
    • C.A. Coello Coello Evolutionary multi-objective optimization: a historical view of the field IEEE Computational Intelligence Magazine 1 1 2006 28 36
    • (2006) IEEE Computational Intelligence Magazine , vol.1 , Issue.1 , pp. 28-36
    • Coello Coello, C.A.1
  • 13
    • 24644461154 scopus 로고    scopus 로고
    • A class of Pareto Archived Evolution Strategy algorithms using immune inspired operators for Ab-Initio Protein Structure Prediction
    • Applications on Evolutionary Computing - EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Proceedings
    • V. Cutello, G. Narzisi, G. Nicosia, A class of Pareto archived evolution strategy algorithms using immune inspired operators for ab-initio protein structure prediction, in: Applications on Evolutionary Computing, Evoworkshops 2005, Lausanne, Switzerland, Lecture Notes in Computer Science, vol. 3449, 2005, pp. 54-63. (Pubitemid 41273921)
    • (2005) Lecture Notes in Computer Science , vol.3449 , pp. 54-63
    • Cutello, V.1    Narzisi, G.2    Nicosia, G.3
  • 16
    • 61449207825 scopus 로고    scopus 로고
    • BAIS: A Bayesian artificial immune system for the effective handling of building blocks
    • P.A.D. de-Castro, and F.J. Von Zuben BAIS: a Bayesian artificial immune system for the effective handling of building blocks Information Sciences 179 10 2009 1426 1440
    • (2009) Information Sciences , vol.179 , Issue.10 , pp. 1426-1440
    • De-Castro, P.A.D.1    Von Zuben, F.J.2
  • 18
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan A fast and elitist multi-objective genetic algorithm: NSGA-II IEEE Transactions on Evolutionary Computation 6 2 2002 182 197 (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 19
    • 12344323744 scopus 로고    scopus 로고
    • Unsupervised image segmentation using a simple MRF model with a new implementation scheme
    • DOI 10.1016/j.patcog.2004.04.015, PII S0031320304001955
    • H. Deng, and D.A. Clausi Unsupervised image segmentation using a simple MRF model with a new implementation scheme Pattern Recognition 37 12 2004 2323 2335 (Pubitemid 40134538)
    • (2004) Pattern Recognition , vol.37 , Issue.12 , pp. 2323-2335
    • Deng, H.1    Clausi, D.A.2
  • 20
    • 0037455705 scopus 로고    scopus 로고
    • Comparison of radar image segmentation by Gaussian- and Gamma-Markov random field models
    • DOI 10.1080/0143116021000013322
    • Y. Dong, B.C. Forster, and A.K. Milne Comparison of radar image segmentation by Gaussian- and Gamma-Markov random field models International Journal of Remote Sensing 24 4 2003 711 722 (Pubitemid 36302857)
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.4 , pp. 711-722
    • Dong, Y.1    Forster, B.C.2    Milne, A.K.3
  • 21
    • 33750313171 scopus 로고    scopus 로고
    • VIS: An artificial immune network for multi-objective optimization
    • DOI 10.1080/03052150600880706, PII U33283783QQ71P54
    • F. Freschi, and M. Repetto VIS: an artificial immune network for multi-objective optimization Engineering Optimization 38 8 2006 975 996 (Pubitemid 44627568)
    • (2006) Engineering Optimization , vol.38 , Issue.8 , pp. 975-996
    • Freschi, F.1    Repetto, M.2
  • 22
    • 47749112044 scopus 로고    scopus 로고
    • Multi-objective immune algorithm with nondominated neighbor-based selection
    • M.G. Gong, L.C. Jiao, H.F. Du, and L.F. Bo Multi-objective immune algorithm with nondominated neighbor-based selection Evolutionary Computation 16 2 2008 225 255
    • (2008) Evolutionary Computation , vol.16 , Issue.2 , pp. 225-255
    • Gong, M.G.1    Jiao, L.C.2    Du, H.F.3    Bo, L.F.4
  • 23
    • 75149158852 scopus 로고    scopus 로고
    • Baldwinian learning in clonal selection algorithm for optimization
    • M.G. Gong, L.C. Jiao, and L.N. Zhang Baldwinian learning in clonal selection algorithm for optimization Information Sciences 180 8 2010 1218 1236
    • (2010) Information Sciences , vol.180 , Issue.8 , pp. 1218-1236
    • Gong, M.G.1    Jiao, L.C.2    Zhang, L.N.3
  • 24
    • 48049093694 scopus 로고    scopus 로고
    • Subspace based feature selection for pattern recognition
    • S. Gunal, and R. Edizkan Subspace based feature selection for pattern recognition Information Sciences 178 19 2008 3716 3726
    • (2008) Information Sciences , vol.178 , Issue.19 , pp. 3716-3726
    • Gunal, S.1    Edizkan, R.2
  • 26
    • 55549110391 scopus 로고    scopus 로고
    • Genetic fingerprinting for copyright protection of multicast media
    • H.C. Huang, and Y.H. Chen Genetic fingerprinting for copyright protection of multicast media Soft Computing 13 4 2009 383 391
    • (2009) Soft Computing , vol.13 , Issue.4 , pp. 383-391
    • Huang, H.C.1    Chen, Y.H.2
  • 27
    • 42549161497 scopus 로고    scopus 로고
    • Artificial immune kernel clustering network for unsupervised image segmentation
    • W.L. Huang, and L.C. Jiao Artificial immune kernel clustering network for unsupervised image segmentation Progress in Natural Science 18 4 2008 455 461
    • (2008) Progress in Natural Science , vol.18 , Issue.4 , pp. 455-461
    • Huang, W.L.1    Jiao, L.C.2
  • 30
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • A.K. Jain, and F. Farrokhnia Unsupervised texture segmentation using Gabor filters Pattern Recognition 24 12 1991 167 186
    • (1991) Pattern Recognition , vol.24 , Issue.12 , pp. 167-186
    • Jain, A.K.1    Farrokhnia, F.2
  • 33
    • 52949106103 scopus 로고    scopus 로고
    • Clustering high dimensional data: A graph-based relaxed optimization approach
    • C.H. Lee, O.R. Zaïane, H.H. Park, J.Y. Huang, and R. Greiner Clustering high dimensional data: a graph-based relaxed optimization approach Information Sciences 178 23 2008 4501 4511
    • (2008) Information Sciences , vol.178 , Issue.23 , pp. 4501-4511
    • Lee, C.H.1    Zaïane, O.R.2    Park, H.H.3    Huang, J.Y.4    Greiner, R.5
  • 35
    • 1242263389 scopus 로고    scopus 로고
    • Lip image segmentation using fuzzy clustering incorporating an elliptic shape function
    • S.H. Leung, S.L. Wang, and W.H. Lau Lip image segmentation using fuzzy clustering incorporating an elliptic shape function IEEE Transactions on Image Processing 13 1 2004 51 62
    • (2004) IEEE Transactions on Image Processing , vol.13 , Issue.1 , pp. 51-62
    • Leung, S.H.1    Wang, S.L.2    Lau, W.H.3
  • 44
    • 61449242618 scopus 로고    scopus 로고
    • Immune-based algorithms for dynamic optimization
    • K. Trojanowski, and S.T. Wierzchon Immune-based algorithms for dynamic optimization Information Sciences 179 10 2009 1495 1515
    • (2009) Information Sciences , vol.179 , Issue.10 , pp. 1495-1515
    • Trojanowski, K.1    Wierzchon, S.T.2
  • 45
    • 0026172104 scopus 로고
    • Watersheds in digital spaces: An efficient algorithm based on immersion simulations
    • DOI 10.1109/34.87344
    • L. Vincent, and P. Soille Watersheds in digital spaces: an efficient algorithm based on immersion simulations IEEE Transactions on Pattern Analysis and Machine Intelligence 13 6 1991 583 598 (Pubitemid 21675616)
    • (1991) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.13 , Issue.6 , pp. 583-598
    • Vincent Luc1    Soille Pierre2
  • 48
    • 65349156886 scopus 로고    scopus 로고
    • Adaptive multi-objective optimization based on nondominated solutions
    • D.D. Yang, L. C Jiao, and M.G. Gong Adaptive multi-objective optimization based on nondominated solutions Computational Intelligence 25 2 2009 84 108
    • (2009) Computational Intelligence , vol.25 , Issue.2 , pp. 84-108
    • Yang, D.D.1    Jiao L, C.2    Gong, M.G.3
  • 49
    • 78649251519 scopus 로고    scopus 로고
    • Adaptive rank clone and k-nearest neighbour list based immune multi-objective optimization
    • D.D. Yang, L.C. Jiao, M.G. Gong, and J. Feng Adaptive rank clone and k-nearest neighbour list based immune multi-objective optimization Computational Intelligence 26 4 2010 359 385
    • (2010) Computational Intelligence , vol.26 , Issue.4 , pp. 359-385
    • Yang, D.D.1    Jiao, L.C.2    Gong, M.G.3    Feng, J.4
  • 51
    • 0033208122 scopus 로고    scopus 로고
    • Immune network simulations in multicriterion design
    • DOI 10.1007/s001580050109
    • J. Yoo, and P. Hajela Immune network simulations in multicriterion design Structural and Multidisciplinary Optimization 18 2-3 1999 85 94 (Pubitemid 30498631)
    • (1999) Structural Optimization , vol.18 , Issue.2-3 , pp. 85-94
    • Yoo, J.1    Hajela, P.2
  • 52
    • 71949130263 scopus 로고    scopus 로고
    • A hybrid genetic algorithm with the Baldwin effect
    • Q. Yuan, F. Qian, and W.L. Du A hybrid genetic algorithm with the Baldwin effect Information Sciences 180 5 2010 640 652
    • (2010) Information Sciences , vol.180 , Issue.5 , pp. 640-652
    • Yuan, Q.1    Qian, F.2    Du, W.L.3
  • 53
    • 70350576590 scopus 로고    scopus 로고
    • Cascade Markov random fields for stroke extraction of Chinese characters
    • J. Zeng, W. Feng, L. Xie, and Z.Q. Liu Cascade Markov random fields for stroke extraction of Chinese characters Information Sciences 180 2 2010 301 311
    • (2010) Information Sciences , vol.180 , Issue.2 , pp. 301-311
    • Zeng, J.1    Feng, W.2    Xie, L.3    Liu, Z.Q.4
  • 54
    • 38649114684 scopus 로고    scopus 로고
    • Designing of classifiers based on immune principles and fuzzy rules
    • L. Zhang, and R.H. Li Designing of classifiers based on immune principles and fuzzy rules Information Sciences 178 7 2008 1836 1847
    • (2008) Information Sciences , vol.178 , Issue.7 , pp. 1836-1847
    • Zhang, L.1    Li, R.H.2
  • 57
    • 36349016757 scopus 로고    scopus 로고
    • Dimensionality reduction based on clonal selection for hyperspectral imagery
    • DOI 10.1109/TGRS.2007.905311
    • L.P. Zhang, Y. F Zhong, B. Huang, J.Y. Gong, and P.X. Li Dimensionality reduction based on clonal selection for hyperspectral imagery IEEE Transactions on Geoscience and Remote Sensing 45 12 2007 4172 4186 (Pubitemid 350157849)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.12 , pp. 4172-4186
    • Zhang, L.1    Zhong, Y.2    Huang, B.3    Gong, J.4    Li, P.5
  • 58
    • 4444290554 scopus 로고    scopus 로고
    • Learning to detect texture objects by artificial immune approaches
    • H. Zheng, J.X. Zhang, and S. Nahavandi Learning to detect texture objects by artificial immune approaches Future Generation Comput Systems 20 7 2004 197 1208
    • (2004) Future Generation Comput Systems , vol.20 , Issue.7 , pp. 197-1208
    • Zheng, H.1    Zhang, J.X.2    Nahavandi, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.