메뉴 건너뛰기




Volumn 45, Issue 9, 2015, Pages 1757-1768

Evolutionary multiobjective image feature extraction in the presence of noise

Author keywords

Evolutionary algorithms; image identification; invariant feature extraction; multiobjective optimization; trace transform (TT)

Indexed keywords

DATABASE SYSTEMS; DEFORMATION; EVOLUTIONARY ALGORITHMS; EXTRACTION; FEATURE EXTRACTION; FISH; MATHEMATICAL TRANSFORMATIONS; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION;

EID: 85027933336     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2014.2360074     Document Type: Article
Times cited : (57)

References (53)
  • 1
    • 1942486239 scopus 로고    scopus 로고
    • Geometric invariance in image watermarking
    • Feb
    • M. Alghoniemy and A. H. Tewfik, "Geometric invariance in image watermarking, " IEEE Trans. Image Process., vol. 13, no. 2, pp. 145-153, Feb. 2004
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.2 , pp. 145-153
    • Alghoniemy, M.1    Tewfik, A.H.2
  • 2
    • 84937655864 scopus 로고
    • Visual pattern recognition by moment invariants
    • Feb
    • M.-K. Hu, "Visual pattern recognition by moment invariants, " IRE Trans. Inf. Theory, vol. 8, no. 2, pp. 179-187, Feb. 1962
    • (1962) IRE Trans. Inf. Theory , vol.8 , Issue.2 , pp. 179-187
    • Hu, M.-K.1
  • 3
    • 58149122718 scopus 로고    scopus 로고
    • Complex Zernike moments features for shape-based image retrieval
    • Jan
    • S. Li, M.-C. Lee, and C.-M. Pun, "Complex Zernike moments features for shape-based image retrieval, " IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 39, no. 1, pp. 227-237, Jan. 2009
    • (2009) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.39 , Issue.1 , pp. 227-237
    • Li, S.1    Lee, M.-C.2    Pun, C.-M.3
  • 4
    • 79960680920 scopus 로고    scopus 로고
    • Evaluation of shape descriptors for shape-based image retrieval
    • Aug
    • A. Amanatiadis, V. Kaburlasos, A. Gasteratos, and S. Papadakis, "Evaluation of shape descriptors for shape-based image retrieval, " IET Image Process., vol. 5, no. 5, pp. 493-499, Aug. 2011
    • (2011) IET Image Process , vol.5 , Issue.5 , pp. 493-499
    • Amanatiadis, A.1    Kaburlasos, V.2    Gasteratos, A.3    Papadakis, S.4
  • 8
    • 33644769129 scopus 로고    scopus 로고
    • A new shape descriptor defined on the Radon transform
    • S. Tabbone, L. Wendling, and J.-P. Salmon, "A new shape descriptor defined on the Radon transform, " Comput. Vis. Image Understand., vol. 102, no. 1, pp. 42-51, 2006
    • (2006) Comput. Vis. Image Understand , vol.102 , Issue.1 , pp. 42-51
    • Tabbone, S.1    Wendling, L.2    Salmon, J.-P.3
  • 9
    • 84887025714 scopus 로고    scopus 로고
    • Amplitude-only log radon transform for geometric invariant shape descriptor
    • Feb
    • M. Hasegawa and S. Tabbone, "Amplitude-only log radon transform for geometric invariant shape descriptor, " Pattern Recognit., vol. 47, no. 2, pp. 643-658, Feb. 2013
    • (2013) Pattern Recognit , vol.47 , Issue.2 , pp. 643-658
    • Hasegawa, M.1    Tabbone, S.2
  • 10
    • 0035421255 scopus 로고    scopus 로고
    • The trace transform and its applications
    • Aug
    • A. Kadyrov and M. Petrou, "The trace transform and its applications, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 8, pp. 811-828, Aug. 2001
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell , vol.23 , Issue.8 , pp. 811-828
    • Kadyrov, A.1    Petrou, M.2
  • 12
    • 57849086517 scopus 로고    scopus 로고
    • Effective feature extraction by trace transform for insect footprint recognition
    • Adelaide, SA, Australia
    • B.-S. Shin et al., "Effective feature extraction by trace transform for insect footprint recognition, " in Proc. 3rd Int. Conf. Bio-Insp. Comput. Theor. Appl. (BICTA), Adelaide, SA, Australia, 2008, pp. 97-102
    • (2008) Proc. 3rd Int. Conf. Bio-Insp. Comput. Theor. Appl. (BICTA) , pp. 97-102
    • Shin, B.-S.1
  • 14
    • 32544456046 scopus 로고    scopus 로고
    • The trace transform as a tool to invariant feature construction
    • Brisbane, QLD, Australia
    • A. Kadyrov and M. Petrou, "The trace transform as a tool to invariant feature construction, " in Proc. 14th Int. Conf. Pattern Recognit., vol. 2. Brisbane, QLD, Australia, 1998, pp. 1037-1039
    • (1998) Proc. 14th Int. Conf. Pattern Recognit , vol.2 , pp. 1037-1039
    • Kadyrov, A.1    Petrou, M.2
  • 15
    • 0035159138 scopus 로고    scopus 로고
    • Features invariant to affine distortions from the trace transform
    • Thessaloniki, Greece
    • M. Petrou and A. Kadyrov, "Features invariant to affine distortions from the trace transform, " in Proc. Int. Conf. Image Process., vol. 3. Thessaloniki, Greece, 2001, pp. 852-855
    • (2001) Proc. Int. Conf. Image Process 3 , pp. 852-855
    • Petrou, M.1    Kadyrov, A.2
  • 16
    • 33750058199 scopus 로고    scopus 로고
    • Affine parameter estimation from the trace transform
    • A. Kadyrov and M. Petrou, "Affine parameter estimation from the trace transform, " in Proc. 16th Int. Conf. Pattern Recognit., vol. 2. 2002, pp. 798-801
    • (2002) Proc. 16th Int. Conf. Pattern Recognit , vol.2 , pp. 798-801
    • Kadyrov, A.1    Petrou, M.2
  • 17
    • 0344946413 scopus 로고    scopus 로고
    • Object signatures invariant to affine distortions derived from the trace transform
    • A. Kadyrov and M. Petrou, "Object signatures invariant to affine distortions derived from the trace transform, " Image Vis. Comput., vol. 21, nos. 13-14, pp. 1135-1143, 2003
    • (2003) Image Vis. Comput , vol.21 , Issue.13-14 , pp. 1135-1143
    • Kadyrov, A.1    Petrou, M.2
  • 18
    • 0345510561 scopus 로고    scopus 로고
    • Affine invariant features from the trace transform
    • Jan
    • M. Petrou and A. Kadyrov, "Affine invariant features from the trace transform, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 1, pp. 30-44, Jan. 2004
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.1 , pp. 30-44
    • Petrou, M.1    Kadyrov, A.2
  • 19
    • 0028416349 scopus 로고
    • Affine moment invariants: A new tool for character recognition
    • J. Flusser and T. Suk, "Affine moment invariants: A new tool for character recognition, " Pattern Recognit. Lett., vol. 15, no. 4, pp. 433-436, 1994
    • (1994) Pattern Recognit. Lett , vol.15 , Issue.4 , pp. 433-436
    • Flusser, J.1    Suk, T.2
  • 21
    • 33847777864 scopus 로고    scopus 로고
    • Invariant image recognition using trace transform and function of autocorrelation
    • D. Siskovicova, J. Turan, and Z. Bojkovic, "Invariant image recognition using trace transform and function of autocorrelation, " in Proc. Int. Conf. Comput. Tool (EUROCON), vol. 1. 2005, pp. 187-190
    • (2005) Proc. Int. Conf. Comput. Tool (EUROCON) , vol.1 , pp. 187-190
    • Siskovicova, D.1    Turan, J.2    Bojkovic, Z.3
  • 25
    • 84875526528 scopus 로고    scopus 로고
    • A comparative study of multi-objective evolutionary trace transform methods for robust feature extraction
    • R. Purshouse, P. Fleming, C. Fonseca, S. Greco, and J. Shaw, Eds Berlin, Germany Springer
    • W. A. Albukhanajer, Y. Jin, J. A. Briffa, and G. Williams, "A comparative study of multi-objective evolutionary trace transform methods for robust feature extraction, " in Evolutionary Multi-Criterion Optimization (Lecture Notes in Computer Science), R. Purshouse, P. Fleming, C. Fonseca, S. Greco, and J. Shaw, Eds., vol. 7811. Berlin, Germany: Springer, 2013, pp. 573-586
    • (2013) Evolutionary Multi-Criterion Optimization (Lecture Notes in Computer Science) , vol.7811 , pp. 573-586
    • Albukhanajer, W.A.1    Jin, Y.2    Briffa, J.A.3    Williams, G.4
  • 26
    • 84875857438 scopus 로고    scopus 로고
    • Object identification by using orthonormal circus functions from the trace transform
    • IEEE Int. Conf. Image Process. (ICIP), Orlando, FL, USA
    • A. Frias-Velazquez, C. Ortiz, A. Pizurica, W. Philips, and G. Cerda, "Object identification by using orthonormal circus functions from the trace transform, " in Proc. 19th IEEE Int. Conf. Image Process. (ICIP), Orlando, FL, USA, 2012, pp. 2153-2156
    • (2012) Proc. 19th , pp. 2153-2156
    • Frias-Velazquez, A.1    Ortiz, C.2    Pizurica, A.3    Philips, W.4    Cerda, G.5
  • 27
    • 77956031473 scopus 로고    scopus 로고
    • A survey on transfer learning
    • Oct
    • S. J. Pan and Q. Yang, "A survey on transfer learning, " IEEE Trans. Knowl. Data Eng., vol. 22, no. 10, pp. 1345-1359, Oct. 2010
    • (2010) IEEE Trans. Knowl. Data Eng , vol.22 , Issue.10 , pp. 1345-1359
    • Pan, S.J.1    Yang, Q.2
  • 28
    • 84867043811 scopus 로고    scopus 로고
    • A filter approach to multiple feature construction for symbolic learning classifiers using genetic programming
    • Oct
    • K. Neshatian, M. Zhang, and P. Andreae, "A filter approach to multiple feature construction for symbolic learning classifiers using genetic programming, " IEEE Trans. Evol. Comput., vol. 16, no. 5, pp. 645-661, Oct. 2012
    • (2012) IEEE Trans. Evol. Comput , vol.16 , Issue.5 , pp. 645-661
    • Neshatian, K.1    Zhang, M.2    Andreae, P.3
  • 32
    • 84903154900 scopus 로고    scopus 로고
    • From heuristic optimization to dictionary learning: A review and comprehensive comparison of image denoising algorithms
    • Jul
    • L. Shao, R. Yan, X. Li, and Y. Liu, "From heuristic optimization to dictionary learning: A review and comprehensive comparison of image denoising algorithms, " IEEE Trans. Cybern., vol. 44, no. 7, pp. 2001-2013, Jul. 2014
    • (2014) IEEE Trans. Cybern , vol.44 , Issue.7 , pp. 2001-2013
    • Shao, L.1    Yan, R.2    Li, X.3    Liu, Y.4
  • 33
    • 33750963282 scopus 로고    scopus 로고
    • A genetic algorithms based multi-objective neural net applied to noisy blast furnace data
    • F. Pettersson, N. Chakraborti, and H. SaxeÍn, "A genetic algorithms based multi-objective neural net applied to noisy blast furnace data, " Appl. Soft Comput., vol. 7, no. 1, pp. 387-397, 2007
    • (2007) Appl. Soft Comput , vol.7 , Issue.1 , pp. 387-397
    • Pettersson, F.1    Chakraborti, N.2    SaxeÍn, H.3
  • 37
    • 77956504540 scopus 로고    scopus 로고
    • A robust visual identifier using the trace transform
    • Jul
    • P. Brasnett and M. Z. Bober, "A robust visual identifier using the trace transform, " in Proc. Vis. Inf. Eng. Conf. (VIE), Jul. 2007, pp. 25-27
    • (2007) Proc. Vis. Inf. Eng. Conf. (VIE) , pp. 25-27
    • Brasnett, P.1    Bober, M.Z.2
  • 38
    • 36949009075 scopus 로고    scopus 로고
    • Object detection and localization using local and global features
    • J. Ponce, M. Hebert, C. Schmid, and A. Zisserman, Eds Berlin, Germany Springer
    • K. Murphy, A. Torralba, D. Eaton, and W. Freeman, "Object detection and localization using local and global features, " in Toward Category-Level Object Recognition (Lecture Notes in Computer Science), J. Ponce, M. Hebert, C. Schmid, and A. Zisserman, Eds., vol. 4170. Berlin, Germany: Springer, 2006, pp. 382-400
    • (2006) Toward Category-Level Object Recognition (Lecture Notes in Computer Science) , vol.4170 , pp. 382-400
    • Murphy, K.1    Torralba, A.2    Eaton, D.3    Freeman, W.4
  • 40
    • 0000852513 scopus 로고
    • Muiltiobjective optimization using nondominated sorting in genetic algorithms
    • Sep
    • N. Srinivas and K. Deb, "Muiltiobjective optimization using nondominated sorting in genetic algorithms, " Evol. Comput., vol. 2, no. 3, pp. 221-248, Sep. 1994
    • (1994) Evol. Comput , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 41
    • 0003866267 scopus 로고    scopus 로고
    • Multi-Objective Optimization using Evolutionary Algorithms, 1st ed.
    • Wiley
    • K. Deb, Multi-Objective Optimization using Evolutionary Algorithms, 1st ed. Chichester, U.K.: Wiley, 2002
    • (2002) Chichester, U.K.
    • Deb, K.1
  • 42
    • 84904797921 scopus 로고    scopus 로고
    • Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction
    • Nov
    • C. Smith and Y. Jin, "Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction, " Neurocomputing, vol. 143, pp. 302-311, Nov. 2014
    • (2014) Neurocomputing , vol.143 , pp. 302-311
    • Smith, C.1    Jin, Y.2
  • 43
    • 43449135303 scopus 로고    scopus 로고
    • Pareto-based multiobjective machine learning: An overview and case studies
    • May
    • Y. Jin and B. Sendhoff, "Pareto-based multiobjective machine learning: An overview and case studies, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 38, no. 3, pp. 397-415, May 2008
    • (2008) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.38 , Issue.3 , pp. 397-415
    • Jin, Y.1    Sendhoff, B.2
  • 44
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Apr
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II, " IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002
    • (2002) IEEE Trans. Evol. Comput , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 47
    • 0003840341 scopus 로고    scopus 로고
    • Columbia object image library (COIL-20)
    • Columbia Univ., New York, NY, USA, Tech. Rep. CUCS- 005-96 Feb
    • S. A. Nene, S. K. Nayar, and H. Murase, "Columbia object image library (COIL-20), " Dept. Comput. Sci., Columbia Univ., New York, NY, USA, Tech. Rep. CUCS-005-96, Feb. 1996
    • (1996) Dept. Comput. Sci.
    • Nene, S.A.1    Nayar, S.K.2    Murase, H.3
  • 49
    • 0030126641 scopus 로고    scopus 로고
    • A fast digital Radon transform an efficient means for evaluating the Hough transform
    • W. Gotz and H. Druckmuller, "A fast digital Radon transform an efficient means for evaluating the Hough transform, " Pattern Recognit., vol. 29, no. 4, pp. 711-718, 1996
    • (1996) Pattern Recognit , vol.29 , Issue.4 , pp. 711-718
    • Gotz, W.1    Druckmuller, H.2
  • 50
    • 21044438483 scopus 로고    scopus 로고
    • Evolutionary optimization in uncertain environments-A survey
    • Jun
    • Y. Jin and J. Branke, "Evolutionary optimization in uncertain environments-A survey, " IEEE Trans. Evol. Comput., vol. 9, no. 3, pp. 303-317, Jun. 2005
    • (2005) IEEE Trans. Evol. Comput , vol.9 , Issue.3 , pp. 303-317
    • Jin, Y.1    Branke, J.2
  • 51
    • 84890442725 scopus 로고    scopus 로고
    • Hierarchical feature extraction with local neural response for image recognition
    • Apr
    • H. Li, Y. Wei, L. Li, and C. Chen, "Hierarchical feature extraction with local neural response for image recognition, " IEEE Trans. Cybern., vol. 43, no. 2, pp. 412-424, Apr. 2013
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.2 , pp. 412-424
    • Li, H.1    Wei, Y.2    Li, L.3    Chen, C.4
  • 52
    • 84890424982 scopus 로고    scopus 로고
    • Intrinsic image decomposition using optimization and user scribbles
    • Apr
    • J. Shen, X. Yang, X. Li, and Y. Jia, "Intrinsic image decomposition using optimization and user scribbles, " IEEE Trans. Cybern., vol. 43, no. 2, pp. 425-436, Apr. 2013
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.2 , pp. 425-436
    • Shen, J.1    Yang, X.2    Li, X.3    Jia, Y.4
  • 53
    • 84878331557 scopus 로고    scopus 로고
    • Image fusion with guided filtering
    • Jul
    • S. Li, X. Kang, and J. Hu, "Image fusion with guided filtering, " IEEE Trans. Image Process., vol. 22, no. 7, pp. 2864-2875, Jul. 2013
    • (2013) IEEE Trans. Image Process , vol.22 , Issue.7 , pp. 2864-2875
    • Li, S.1    Kang, X.2    Hu, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.