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Volumn 5, Issue 4, 2009, Pages 483-494

Fuzzy spectral and spatial feature integration for classification of nonferrous materials in hyperspectral data

Author keywords

Hyperspectral image processing; Image classification; Spectral fuzzy sets

Indexed keywords

BIO-INSPIRED; CHEMICAL COMPOSITIONS; CLASSIFICATION PROCESS; CLASSIFICATION RATES; COLOR REPRESENTATION; COMBINED FEATURES; EFFICIENT IMPLEMENTATION; HYPERSPECTRAL; HYPERSPECTRAL DATA; HYPERSPECTRAL IMAGE PROCESSING; MULTIVARIATE GAUSSIAN DISTRIBUTIONS; NONFERROUS MATERIALS; OXIDIZATION; REDUNDANT INFORMATIONS; REGION-MERGING; ROBUST MATERIALS; SHAPE SIMILARITY; SINGLE PIXEL; SPATIAL FEATURES; SPECTRAL FEATURE; SPECTRAL FUZZY SETS; WASTE MATERIALS;

EID: 70449531508     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2009.2031238     Document Type: Article
Times cited : (96)

References (47)
  • 1
    • 2942734033 scopus 로고    scopus 로고
    • Directive1 2002/96/EC of the European Parliament and of the Council of 27 January 2003, -Joint declaration of the European Parliament, the Council and the Commission relating to Article 9
    • Directive 2002/96/EC of the European Parliament and of the Council of 27 January 2003, "Waste electrical and electronic equipment (WEEE)"-Joint declaration of the European Parliament, the Council and the Commission relating to Article 9.
    • Waste Electrical and Electronic Equipment (WEEE)
  • 2
    • 70449531812 scopus 로고    scopus 로고
    • Innovative separation method for nonferrous metal waste from electric and electronic equipment (WEEE) based on multi- and hyper-spectral identification project
    • [Online]. Available
    • SORMEN, "Innovative separation method for nonferrous metal waste from electric and electronic equipment (WEEE) based on multi- and hyper-spectral identification project," Sixth Framework Programme Horizontal Research Activities Involving SMES Co-Operative Research, 2006. [Online]. Available: http://www.sormen.org/
    • (2006) Sixth Framework Programme Horizontal Research Activities Involving SMES Co-Operative Research
  • 3
    • 70449531139 scopus 로고    scopus 로고
    • Sistema basado en identificación multiespectral para la separación de metales no férricos en WEEE en logísitica inversa
    • (electronic proceedings)
    • A. Bereciartua and J. Echazarra, "Sistema basado en identificación multiespectral para la separación de metales no férricos en WEEE en logísitica inversa," in Proc. 1er Congreso de Logística y Gestión de la Cadena de Suministro, 2007, (electronic proceedings).
    • (2007) Proc. 1er Congreso de Logística y Gestión de la Cadena de Suministro
    • Bereciartua, A.1    Echazarra, J.2
  • 4
    • 19944419132 scopus 로고    scopus 로고
    • The high-speed identification and sorting of nonferrous scrap
    • D. B. Spencer, "The high-speed identification and sorting of nonferrous scrap," J. Minerals, Metals and Materials Society, vol.57, no.4, pp. 46-51, 2005.
    • (2005) J. Minerals, Metals and Materials Society , vol.57 , Issue.4 , pp. 46-51
    • Spencer, D.B.1
  • 7
    • 38349002291 scopus 로고    scopus 로고
    • Development of a prototype automated sorting system for plastic recycling
    • D. A. Wahab, A. Hussain, E. Scavino, M. Mustafa, and H. Basri, "Development of a prototype automated sorting system for plastic recycling," Amer. J. Appl. Sci., vol.3, no.7, pp. 1924-1928, 2006.
    • (2006) Amer. J. Appl. Sci. , vol.3 , Issue.7 , pp. 1924-1928
    • Wahab, D.A.1    Hussain, A.2    Scavino, E.3    Mustafa, M.4    Basri, H.5
  • 8
    • 77949476113 scopus 로고    scopus 로고
    • ELVs: How they fit in the global material recycling system and with technologies developed for production or recycling of other products and materials
    • Amsterdam, The Netherlands
    • A. J. Gesing, "ELVs: How they fit in the global material recycling system and with technologies developed for production or recycling of other products and materials," in Proc. 6th Int. Automobile Recycling Congress, Amsterdam, The Netherlands, 2006.
    • (2006) Proc. 6th Int. Automobile Recycling Congress
    • Gesing, A.J.1
  • 10
    • 10444274113 scopus 로고    scopus 로고
    • Scene classification using combined spectral, textural and contextual information
    • B. Tso and R. C. Olsen, "Scene classification using combined spectral, textural and contextual information," in Proc. SPIE, ATMHUI X, 2004, pp. 135-146.
    • (2004) Proc. SPIE, ATMHUI X , pp. 135-146
    • Tso, B.1    Olsen, R.C.2
  • 11
    • 70449536182 scopus 로고    scopus 로고
    • [Online]. Available
    • Specim Spectral Imaging Ltd. [Online]. Available: http://www.specim.fi/
  • 13
    • 28444454940 scopus 로고    scopus 로고
    • A fuzzy-logic based optical sensor for online weld defect-detection
    • D. Naso, B. Turchiano, and P. Pantaleo, "A fuzzy-logic based optical sensor for online weld defect-detection," IEEE Trans. Ind. Inform., vol.1, no.4, pp. 259-273, 2005.
    • (2005) IEEE Trans. Ind. Inform. , vol.1 , Issue.4 , pp. 259-273
    • Naso, D.1    Turchiano, B.2    Pantaleo, P.3
  • 16
    • 0033225639 scopus 로고    scopus 로고
    • Models and methods for automated material identification in hyperspectral imagery acquired under unknown illumination and atmospheric conditions
    • G. Healey and D. Slater, "Models and methods for automated material identification in hyperspectral imagery acquired under unknown illumination and atmospheric conditions," IEEE Trans. Geosci. Remote Sensing, vol.37, no.6, pp. 2706-2717, 1999.
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , Issue.6 , pp. 2706-2717
    • Healey, G.1    Slater, D.2
  • 17
    • 3843151477 scopus 로고    scopus 로고
    • Distance metrics and band selection in hyperspectral processing with application to material classification and spectral libraries
    • N. Keshava, "Distance metrics and band selection in hyperspectral processing with application to material classification and spectral libraries," IEEE Trans. Geosci. Remote Sensing, vol.42, no.7, pp. 1552-1565, 2004.
    • (2004) IEEE Trans. Geosci. Remote Sensing , vol.42 , Issue.7 , pp. 1552-1565
    • Keshava, N.1
  • 19
    • 33747407368 scopus 로고    scopus 로고
    • Application of neural networks in optical inspection and classification of solder joints in surface mount technology
    • G. Acciani, G. Brunetti, and G. Fornarelli, "Application of neural networks in optical inspection and classification of solder joints in surface mount technology," IEEE Trans. Ind. Inform., vol.2, no.3, pp. 200-209, 2006.
    • (2006) IEEE Trans. Ind. Inform. , vol.2 , Issue.3 , pp. 200-209
    • Acciani, G.1    Brunetti, G.2    Fornarelli, G.3
  • 24
    • 20444485208 scopus 로고    scopus 로고
    • Industrial application for inline material sorting using hyperspectral imaging in the NIR range
    • Spectral Imaging II
    • P. Tatzer, M. Wolf, and T. Panner, "Industrial application for inline material sorting using hyperspectral imaging in the NIR range," Real- Time Imaging, vol.11, no.2, pp. 99-107, 2005, Spectral Imaging II.
    • (2005) Real- Time Imaging , vol.11 , Issue.2 , pp. 99-107
    • Tatzer, P.1    Wolf, M.2    Panner, T.3
  • 26
    • 33744719449 scopus 로고    scopus 로고
    • Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis
    • DOI 10.1109/TGRS.2005.863297
    • J. Wang and C. I. Chang, "Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis," IEEE Trans. Geosci. Remote Sensing, vol.44, no.6, pp. 1586-1600, 2006. (Pubitemid 43824505)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.6 , pp. 1586-1600
    • Wang, J.1    Chang, C.-I.2
  • 28
    • 38349181507 scopus 로고    scopus 로고
    • A fast separability based feature-selection method for high-remotely sensed image classification
    • B. Guo, R. I. Damper, S. R. Gunn, and J. D. B. Nelson, "A fast separability based feature-selection method for high-remotely sensed image classification," Pattern Recogn., vol.41, pp. 1653-1662, 2008.
    • (2008) Pattern Recogn , vol.41 , pp. 1653-1662
    • Guo, B.1    Damper, R.I.2    Gunn, S.R.3    Nelson, J.D.B.4
  • 30
    • 0035392132 scopus 로고    scopus 로고
    • Hyperspectral subpixel target detection using the linear mixing model
    • D. Manolakis, C. Siracusa, and G. Shaw, "Hyperspectral subpixel target detection using the linear mixing model," IEEE Trans. Geosci. Remote Sensing, vol.39, no.7, pp. 1392-1409, 2001.
    • (2001) IEEE Trans. Geosci. Remote Sensing , vol.39 , Issue.7 , pp. 1392-1409
    • Manolakis, D.1    Siracusa, C.2    Shaw, G.3
  • 35
    • 0022181610 scopus 로고
    • Using color to separate reflection components
    • S. Shafer, "Using color to separate reflection components," Color Research and Applications, vol.10, pp. 210-218, 1985.
    • (1985) Color Research and Applications , vol.10 , pp. 210-218
    • Shafer, S.1
  • 36
    • 4644223467 scopus 로고    scopus 로고
    • Separating reflection components based on chromaticity and noise analysis
    • R. T. Tan, K. Nishino, and K. Ikeuchi, "Separating reflection components based on chromaticity and noise analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol.26, no.10, pp. 1373-1379, 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.10 , pp. 1373-1379
    • Tan, R.T.1    Nishino, K.2    Ikeuchi, K.3
  • 38
    • 78651594532 scopus 로고    scopus 로고
    • Principal Manifolds for Data Visualization and Dimension Reduction
    • A. Gorban B. Kegl D. Wunsch A. Zinovyev Eds., New York: Springer, 978-3-540-73749-73750
    • , A. Gorban, B. Kegl, D. Wunsch, and A. Zinovyev, Eds., Principal Manifolds for Data Visualization and Dimension Reduction. New York: Springer, 2007, vol.58, LNCS, 978-3-540-73749-73750
    • (2007) LNCS , vol.58
  • 40
    • 33644868367 scopus 로고    scopus 로고
    • Kernel matched subspace detectors for hyperspectral target detection
    • H. Kwon and N. M. Nasrabadi, "Kernel matched subspace detectors for hyperspectral target detection," IEEE Trans. Pattern Anal. Mach., vol.28, no.2, pp. 178-194, 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. , vol.28 , Issue.2 , pp. 178-194
    • Kwon, H.1    Nasrabadi, N.M.2
  • 41
    • 0029242750 scopus 로고
    • A method for fuzzy rules extraction directly from numerical data and its application to pattern classification
    • S. Abe and M. S. Lan, "A method for fuzzy rules extraction directly from numerical data and its application to pattern classification," IEEE Trans. Fuzzy Syst., vol.3, no.1, pp. 18-28, 1995.
    • (1995) IEEE Trans. Fuzzy Syst. , vol.3 , Issue.1 , pp. 18-28
    • Abe, S.1    Lan, M.S.2
  • 42
    • 0032138824 scopus 로고    scopus 로고
    • Development of a fuzzy systematic methodology of fuzzy logic modeling
    • M. R. Emami, I. B. Turksen, and A. Goldenberg, "Development of a fuzzy systematic methodology of fuzzy logic modeling," IEEE Trans. Fuzzy Syst., vol.6, no.3, pp. 346-361, 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , Issue.3 , pp. 346-361
    • Emami, M.R.1    Turksen, I.B.2    Goldenberg, A.3
  • 44
    • 0028416938 scopus 로고
    • Independent component analysis: A new concept?
    • P. Comon, "Independent component analysis: A new concept?," Signal Processing, vol.36, no.3, pp. 287-314, 1994.
    • (1994) Signal Processing , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 47
    • 0028547556 scopus 로고
    • Floating search methods in feature selection
    • P. Pudil, J. Novovicova, and J. Kittler, "Floating search methods in feature selection," Pattern Recogn. Lett., vol.15, no.11, pp. 1119-1125, 1994.
    • (1994) Pattern Recogn. Lett. , vol.15 , Issue.11 , pp. 1119-1125
    • Pudil, P.1    Novovicova, J.2    Kittler, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.