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Volumn 37, Issue 1, 2012, Pages 12-30

An insect classification analysis based on shape features using quality threshold ARTMAP and moment invariant

Author keywords

Fuzzy ARTMAP; Moment invariant; Quality threshold ARTMAP

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION ANALYSIS; COMPUTATION METHODS; ENHANCEMENT TECHNIQUES; FEATURE VECTORS; FUZZY ARTMAP; GAUSSIANS; INSECT IMAGES; KRAWTCHOUK MOMENT; LEGENDRE MOMENTS; MAHALANOBIS; MAHALANOBIS DISTANCES; MOMENT INVARIANT; MOMENT TECHNIQUE; PREDICTION ACCURACY; SHAPE FEATURES; TCHEBICHEF MOMENT INVARIANTS; ZERNIKE MOMENT INVARIANTS;

EID: 84862540425     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-011-0310-3     Document Type: Article
Times cited : (42)

References (64)
  • 3
    • 33746896164 scopus 로고    scopus 로고
    • Fuzzy ARTMAP with input relevances
    • DOI 10.1109/TNN.2006.875988
    • R Andonie L Sasu 2006 Fuzzy ARTMAP with input relevances IEEE Trans Neural Netw 17 4 929 941 10.1109/TNN.2006.875988 (Pubitemid 44194152)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.4 , pp. 929-941
    • Andonie, R.1    Sasu, L.2
  • 4
    • 0036565279 scopus 로고    scopus 로고
    • Constructive feedforward ART clustering networks - Part I
    • DOI 10.1109/TNN.2002.1000130, PII S104592270204451X
    • A Baraldi E Alpaydin 2002 Constructive feedforward ART clustering network-Part I IEEE Trans Neural Netw 13 3 645 661 10.1109/TNN.2002.1000130 (Pubitemid 34669653)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.3 , pp. 645-661
    • Baraldi, A.1    Alpaydin, E.2
  • 5
    • 0036565279 scopus 로고    scopus 로고
    • Constructive feedforward ART clustering networks - Part II
    • DOI 10.1109/TNN.2002.1000131, PII S1045922702044508
    • A Baraldi E Alpaydin 2002 Constructive feedforward ART clustering network-part II IEEE Trans Neural Netw 13 3 662 677 10.1109/TNN.2002.1000131 (Pubitemid 34669654)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.3 , pp. 662-677
    • Baraldi, A.1    Alpaydin, E.2
  • 7
    • 0942280595 scopus 로고
    • A self-organizing neural network for supervised learning, recognition and prediction
    • 10.1109/35.156802
    • GA Carpenter S Grossberg 1992 A self-organizing neural network for supervised learning, recognition and prediction IEEE Commun Mag 30 9 38 49 10.1109/35.156802
    • (1992) IEEE Commun Mag , vol.30 , Issue.9 , pp. 38-49
    • Carpenter, G.A.1    Grossberg, S.2
  • 9
    • 72849149139 scopus 로고    scopus 로고
    • Vehicle-logo recognition method based on Tchebichef moment invariants and SVM
    • 10.1109/WCSE.2009.263
    • Dai S, Huang H, Gao Z, Li K, Xiao S (2009) Vehicle-logo recognition method based on Tchebichef moment invariants and SVM. In: WRI world congress on software engineering, vol 3, pp 18-21
    • (2009) WRI World Congress on Software Engineering , vol.3 , pp. 18-21
    • Dai, S.1    Huang, H.2    Gao, Z.3    Li, K.4    Xiao, S.5
  • 11
    • 0032789435 scopus 로고    scopus 로고
    • A test of a pattern recognition system for identification of spiders
    • MT Do JM Harp KC Norris 1999 A test of a pattern recognition system for identification of spiders Bull Entomol Res 89 217 224 10.1017/S0007485399000334 (Pubitemid 29402807)
    • (1999) Bulletin of Entomological Research , vol.89 , Issue.3 , pp. 217-224
    • Do, M.T.1    Harp, J.M.2    Norris, K.C.3
  • 15
    • 35348875464 scopus 로고    scopus 로고
    • Identification algorithm of winged insects based on hybrid moment invariants
    • DOI 10.1109/ICBBE.2007.139, 4272623, 2007 1st International Conference on Bioinformatics and Biomedical Engineering, ICBBE
    • Gao Y, Song H, Tian X, Chen Y (2007) Identification algorithm of winged insects based on hybrid moment invariants. In: The 1st international conference on bioinformatics and biomedical engineering, pp 531-534 (Pubitemid 47592549)
    • (2007) 2007 1st International Conference on Bioinformatics and Biomedical Engineering, ICBBE , pp. 531-534
    • Gao, Y.1    Song, H.2    Tian, X.3    Chen, Y.4
  • 16
    • 79959572333 scopus 로고    scopus 로고
    • Dealing with limited data in ballistic impact scenarios: An empirical comparison of different neural network approaches
    • Gonzalez-Carrasco I, Gracia-Crespo A, Ruiz-Mezcua B, Lopez-Cuadrado JL (2009) Dealing with limited data in ballistic impact scenarios: an empirical comparison of different neural network approaches. Appl Intell
    • (2009) Appl Intell
    • Gonzalez-Carrasco, I.1    Gracia-Crespo, A.2    Ruiz-Mezcua, B.3    Lopez-Cuadrado, J.L.4
  • 18
    • 0032729435 scopus 로고    scopus 로고
    • Exploring expression data: Identification and analysis of coexpressed genes
    • 10.1101/gr.9.11.1106
    • LJ Heyer S Kruglyak S Yooseph 1999 Exploring expression data: identification and analysis of coexpressed genes Genome Res 9 1106 1115 10.1101/gr.9.11.1106
    • (1999) Genome Res , vol.9 , pp. 1106-1115
    • Heyer, L.J.1    Kruglyak, S.2    Yooseph, S.3
  • 19
    • 84937655864 scopus 로고
    • Visual pattern recognition by Moment invariants
    • 0102.13304 10.1109/TIT.1962.1057692
    • MK Hu 1962 Visual pattern recognition by Moment invariants IEEE Trans Inf Theory 8 2 179 187 0102.13304 10.1109/TIT.1962.1057692
    • (1962) IEEE Trans Inf Theory , vol.8 , Issue.2 , pp. 179-187
    • Hu, M.K.1
  • 24
    • 33847173823 scopus 로고    scopus 로고
    • Automatic species identification of live moths
    • DOI 10.1016/j.knosys.2006.11.012, PII S0950705106002012, AI 2006
    • M Mayo AT Watson 2007 Automatic species identification of live moths Knowledge-Based Syst 20 2 195 202 10.1016/j.knosys.2006.11.012 (Pubitemid 46282456)
    • (2007) Knowledge-Based Systems , vol.20 , Issue.2 , pp. 195-202
    • Mayo, M.1    Watson, A.T.2
  • 26
    • 0035443387 scopus 로고    scopus 로고
    • Image analysis by Tchebichef moments
    • DOI 10.1109/83.941859, PII S1057714901074644
    • R Mukundan SH Ong PA Lee 2001 Image analysis by Tchebichef moments IEEE Trans Image Process 10 9 1357 1364 1852254 1037.68782 10.1109/83.941859 (Pubitemid 32949959)
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.9 , pp. 1357-1364
    • Mukundan, R.1    Ong, S.H.2    Lee, P.A.3
  • 28
    • 85048472545 scopus 로고    scopus 로고
    • DAISY: A practical tool for semi-automated species identification
    • N. MacLeod (eds). CRC Press/Taylor & Francis Group Boca Raton/Florida
    • O'Neill MA (2000) DAISY: a practical tool for semi-automated species identification. In: MacLeod N (ed) Automated taxon identification in systematics: theory, approaches, and applications. CRC Press/Taylor & Francis Group, Boca Raton/Florida, pp 101-114
    • (2000) Automated Taxon Identification in Systematics: Theory, Approaches, and Applications , pp. 101-114
    • O'Neill, M.A.1
  • 32
    • 33646402642 scopus 로고    scopus 로고
    • Supervised self-organizing classification of superresolution ISAR images: An anechoic chamber experiment
    • E Radoi A Quinquis F Totir 2006 Supervised self-organizing classification of superresolution ISAR images: an anechoic chamber experiment EURASIP J Appl Signal Process 2006 1 16
    • (2006) EURASIP J Appl Signal Process , vol.2006 , pp. 1-16
    • Radoi, E.1    Quinquis, A.2    Totir, F.3
  • 34
    • 0742324132 scopus 로고    scopus 로고
    • Image recognition using analog-ART1 architecture augmented with moment-based feature extractor
    • DOI 10.1016/S0925-2312(03)00371-0, PII S0925231203003710
    • S Rajasekaran RA Raj 2004 Image recognition using analog-ART1 architecture augmented with moment-based feature extractor Neurocomputing 56 61 77 10.1016/S0925-2312(03)00371-0 (Pubitemid 38145619)
    • (2004) Neurocomputing , vol.56 , Issue.1-4 , pp. 61-77
    • Rajasekaran, S.1    Raj, R.A.2
  • 36
    • 0034507837 scopus 로고    scopus 로고
    • Fuzzy ARTMAP classification of invariant features derived using angle of rotation from a neural network
    • DOI 10.1016/S0020-0255(00)00087-6
    • P Raveendran R Palaniappan S Omatu 2000 Fuzzy ARTMAP classification of invariant features derived using angle of rotation from a neural network Inf Sci 130 1-4 67 84 0986.68947 10.1016/S0020-0255(00)00087-6 (Pubitemid 32071882)
    • (2000) Information sciences , vol.130 , Issue.1-4 , pp. 67-84
    • Raveendran, P.1    Palaniappan, R.2    Omatu, S.3
  • 44
    • 37049013073 scopus 로고    scopus 로고
    • Study on the automatic instrumental reading system based on image processing
    • DOI 10.1109/ICMA.2007.4304193, 4304193, Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation, ICMA 2007
    • Song L, Lin Y (2007) Study on the automatic instrumental reading system based on image processing. In: International conference on mechatronics and automation, pp 3870-3875 (Pubitemid 350245278)
    • (2007) Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation, ICMA 2007 , pp. 3870-3875
    • Song, L.1    Lin, Y.2
  • 45
    • 66749189177 scopus 로고    scopus 로고
    • ABIS: Automated identification of Bee species
    • German Ministry of Education and Research (BMBF) Bonn
    • Steinhage V, Arbuckle T, Schröder S, Cremers AB, Wittmann D (2001) ABIS: Automated identification of Bee species, BIOLOG workshop. German Programme on Biodivserity and Global Change, Status Report, German Ministry of Education and Research (BMBF), Bonn, pp 194-195
    • (2001) BIOLOG Workshop. German Programme on Biodivserity and Global Change, Status Report , pp. 194-195
    • Steinhage V, A.1
  • 46
    • 0019047147 scopus 로고
    • Image analysis via the general theory of moments
    • 580373 10.1364/JOSA.70.000920
    • MR Teague 1980 Image analysis via the general theory of moments J Opt Soc Am 70 8 920 930 580373 10.1364/JOSA.70.000920
    • (1980) J Opt Soc Am , vol.70 , Issue.8 , pp. 920-930
    • Teague, M.R.1
  • 49
    • 36348986777 scopus 로고    scopus 로고
    • The Bayesian ARTMAP
    • DOI 10.1109/TNN.2007.900234
    • B Vigdor B Lerner 2007 The Bayesian ARTMAP IEEE Trans Neural Netw 18 6 1628 1644 10.1109/TNN.2007.900234 (Pubitemid 350148417)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.6 , pp. 1628-1644
    • Vigdor, B.1    Lerner, B.2
  • 50
    • 85023704013 scopus 로고    scopus 로고
    • Automated identification of live moths (Macrolepidoptera) using digital automated identification system
    • 10.1017/S1477200003001208
    • A Watson M O'Neill I Kitching 2004 Automated identification of live moths (Macrolepidoptera) using digital automated identification system Syst Biodivers 1 3 287 300 10.1017/S1477200003001208
    • (2004) Syst Biodivers , vol.1 , Issue.3 , pp. 287-300
    • Watson, A.1    O'Neill, M.2    Kitching, I.3
  • 52
    • 34547218988 scopus 로고    scopus 로고
    • Derivation of blur-invariant features using orthogonal Legendre moments
    • DOI 10.1049/iet-cvi:20070016
    • CY Wee R Paramesran 2007 Derivation of blur-invariant features using orthogonal Legendre moments Comput Vis 1 2 66 77 2474762 10.1049/iet-cvi: 20070016 (Pubitemid 47117757)
    • (2007) IET Computer Vision , vol.1 , Issue.2 , pp. 66-77
    • Wee, C.-Y.1    Paramesran, R.2
  • 53
    • 0032595084 scopus 로고    scopus 로고
    • Species identification of wasps using principal component associative memories
    • 10.1016/S0262-8856(98)00161-9
    • PJD Weeks MA O'Neill KJ Gaston ID Gauld 1999 Species identification of wasps using principal component associative memories Image Vis Comput 17 12 861 866 10.1016/S0262-8856(98)00161-9
    • (1999) Image Vis Comput , vol.17 , Issue.12 , pp. 861-866
    • Weeks, P.J.D.1    O'Neill, M.A.2    Gaston, K.J.3    Gauld, I.D.4
  • 54
    • 70350031070 scopus 로고    scopus 로고
    • Local feature-based identification and classification for orchard insects
    • 10.1016/j.biosystemseng.2009.07.002
    • C Wen DE Guyer W Li 2009 Local feature-based identification and classification for orchard insects Biosyst Eng 104 3 299 307 10.1016/j.biosystemseng.2009.07.002
    • (2009) Biosyst Eng , vol.104 , Issue.3 , pp. 299-307
    • Wen, C.1    Guyer, D.E.2    Li, W.3
  • 55
    • 0030198885 scopus 로고    scopus 로고
    • Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps
    • DOI 10.1016/0893-6080(95)00115-8
    • JR Wiliamson 1996 Gaussian ARTMAP: a neural network for fast incremental learning of noisy multidimensional maps Neural Netw 9 5 881 897 10.1016/0893-6080(95)00115-8 (Pubitemid 26264498)
    • (1996) Neural Networks , vol.9 , Issue.5 , pp. 881-897
    • Williamson, J.R.1
  • 57
    • 34548441686 scopus 로고    scopus 로고
    • Generalization performance analysis between fuzzy Artmap and Gaussian Artmap neural network
    • SN Yaakob P Saad 2007 Generalization performance analysis between fuzzy Artmap and Gaussian Artmap neural network Malays J Comput Sci 20 1 13 22
    • (2007) Malays J Comput Sci , vol.20 , Issue.1 , pp. 13-22
    • Yaakob, S.N.1    Saad, P.2
  • 58
    • 84862583035 scopus 로고    scopus 로고
    • A novel Euclidean quality threshold ARTMAP network and its application to pattern classification
    • 10.1007/s00521-009-0293-8
    • SN Yaakob CP Lim L Jain 2010 A novel Euclidean quality threshold ARTMAP network and its application to pattern classification J Neural Comput Appl 19 2 227 236 10.1007/s00521-009-0293-8
    • (2010) J Neural Comput Appl , vol.19 , Issue.2 , pp. 227-236
    • Yaakob, S.N.1    Lim, C.P.2    Jain, L.3
  • 59
    • 0242636399 scopus 로고    scopus 로고
    • Image analysis by Krawtchouk moments
    • 2026778 10.1109/TIP.2003.818019
    • PT Yap R Paramesran S-H Ong 2003 Image analysis by Krawtchouk moments IEEE Trans Image Process 12 11 1367 1377 2026778 10.1109/TIP.2003.818019
    • (2003) IEEE Trans Image Process , vol.12 , Issue.11 , pp. 1367-1377
    • Yap, P.T.1    Paramesran, R.2    Ong, S.-H.3
  • 63
    • 34648837020 scopus 로고    scopus 로고
    • Local affine transform invariant image watermarking by Krawtchouk moment invariants
    • DOI 10.1049/iet-ifs:20060105
    • L Zhang WW Xiao Z Ji 2007 Local affine transform invariant image watermarking by Krawtchouk moment invariants Inf Secur 1 3 97 105 10.1049/iet-ifs:20060105 (Pubitemid 47460141)
    • (2007) IET Information Security , vol.1 , Issue.3 , pp. 97-105
    • Zhang, L.1    Xiao, W.W.2    Ji, Z.3
  • 64
    • 77649288135 scopus 로고    scopus 로고
    • Study on image recognition of insect pest of sugarcane cotton aphis based on rough set and fuzzy c-means clustering
    • 10.1109/IITA.2009.295
    • Zhao J, Liu M, Yao M (2009) Study on image recognition of insect pest of sugarcane cotton aphis based on rough set and fuzzy c-means clustering. In: Third international symposium on intelligent information technology application, vol 2, pp 553-555
    • (2009) Third International Symposium on Intelligent Information Technology Application , vol.2 , pp. 553-555
    • Zhao, J.1    Liu, M.2    Yao, M.3


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