메뉴 건너뛰기




Volumn 38, Issue 8, 2011, Pages 9442-9460

An optimum feature extraction method based on Wavelet-Radon Transform and Dynamic Neural Network for pavement distress classification

Author keywords

Dynamic Neural Network; Features; Pavement distress; Wavelet and Radon

Indexed keywords

ANALYTICAL TOOL; AUTOMATIC DIAGNOSIS; CLASSIFICATION RATES; DIFFERENT SCALE; DYNAMIC NEURAL NETWORKS; FEATURES; IMAGE PROCESSING TECHNIQUE; MULTI-RESOLUTIONS; NEURAL NETWORK TECHNIQUES; OPTIMUM FEATURE EXTRACTION; PAVEMENT ANALYSIS; PAVEMENT CRACKS; PAVEMENT DISTRESS; PAVEMENT DISTRESS DETECTION; PAVEMENT MAINTENANCE; RADON TRANSFORM; STATIC NEURAL NETWORKS; THRESHOLD SELECTION; WAVELET AND RADON;

EID: 79953696221     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.01.089     Document Type: Article
Times cited : (71)

References (29)
  • 2
    • 0029332322 scopus 로고
    • Algorithm for pavement distress classification by video image analysis
    • J.A. Acosta, J.L. Figueroa, and R.L. Mullen Algorithm for pavement distress classification by video image analysis Transportation Research Record 1505 1995 27 38
    • (1995) Transportation Research Record , vol.1505 , pp. 27-38
    • Acosta, J.A.1    Figueroa, J.L.2    Mullen, R.L.3
  • 3
    • 0000277306 scopus 로고    scopus 로고
    • A fast discrete approximation algorithm for the radon transform
    • M.L. Bardy A fast discrete approximation algorithm for the radon transform SIAM Journal of Computation 27 1 1998 107 119
    • (1998) SIAM Journal of Computation , vol.27 , Issue.1 , pp. 107-119
    • Bardy, M.L.1
  • 5
    • 0033206551 scopus 로고    scopus 로고
    • Novel approach to pavement craking detection based on fuzzy set theory
    • H.D. Cheng, C. Glazier, and Y.G. Hu Novel approach to pavement craking detection based on fuzzy set theory Journal of Computing in Civil Engineering 13 3 1999 270 280
    • (1999) Journal of Computing in Civil Engineering , vol.13 , Issue.3 , pp. 270-280
    • Cheng, H.D.1    Glazier, C.2    Hu, Y.G.3
  • 6
    • 0004089243 scopus 로고    scopus 로고
    • Ph.D. thesis, Department of Statistics, Stanford University
    • Cands, E. J. (1998). Ridgelets: Theory and applications. Ph.D. thesis, Department of Statistics, Stanford University.
    • (1998) Ridgelets: Theory and Applications
    • Candès, E.J.1
  • 7
    • 0035271586 scopus 로고    scopus 로고
    • Detecting line segment in an image: A new implementation for hough transform
    • Y.T. Ching Detecting line segment in an image: A new implementation for hough transform Pattern Recognition Letter 22 2001 421 429
    • (2001) Pattern Recognition Letter , vol.22 , pp. 421-429
    • Ching, Y.T.1
  • 8
    • 0028429248 scopus 로고
    • Simple procedure for identifying pavement distresses from video images
    • K.M. Chua, and L. Xu Simple procedure for identifying pavement distresses from video images Journal of Transportation Engineering 120 3 1994 412 431
    • (1994) Journal of Transportation Engineering , vol.120 , Issue.3 , pp. 412-431
    • Chua, K.M.1    Xu, L.2
  • 9
    • 33846435689 scopus 로고    scopus 로고
    • A comparison of wavelet, ridgelet, and curvelet based texture classification algorithms in computed tomography
    • L. Dettori, and L. Semlera A comparison of wavelet, ridgelet, and curvelet based texture classification algorithms in computed tomography Computers in Biology and Medicine 37 2007 486 489
    • (2007) Computers in Biology and Medicine , vol.37 , pp. 486-489
    • Dettori, L.1    Semlera, L.2
  • 13
    • 74049140981 scopus 로고    scopus 로고
    • A robust position invariant artificial neural network for digital pavement crack analysis
    • Lee, & Lee, D. (2003). A robust position invariant artificial neural network for digital pavement crack analysis. Technical report TRB2003-000996.
    • (2003) Technical Report TRB2003-000996
    • Lee1    Lee, D.2
  • 14
    • 0033096916 scopus 로고    scopus 로고
    • Pattern recognition by means of the Radon transform and the continuous wavelet transform
    • E. Magli, G. Olmo, and L. Lo Presti Pattern recognition by means of the Radon transform and the continuous wavelet transform Signal Processing 73 1999 277 289
    • (1999) Signal Processing , vol.73 , pp. 277-289
    • Magli, E.1    Olmo, G.2    Lo Presti, L.3
  • 15
    • 0001455204 scopus 로고
    • ARIA™, An operating system of pavement distress diagnosis by image processing
    • National Research Council, Washington, DC
    • Mohajeri & Manning (1991). ARIA™, An operating system of pavement distress diagnosis by image processing. Transportation Research Record 1311, TRB, National Research Council, Washington, DC, pp. 120-130.
    • (1991) Transportation Research Record 1311, TRB , pp. 120-130
    • Mohajeri1    Manning2
  • 16
    • 0004600907 scopus 로고    scopus 로고
    • Image compression using the Haar wavelet transform
    • C. Mulcahy Image compression using the Haar wavelet transform Spelman Science Mathematical Journal 1 1997 22 31
    • (1997) Spelman Science Mathematical Journal , vol.1 , pp. 22-31
    • Mulcahy, C.1
  • 17
    • 0030291645 scopus 로고    scopus 로고
    • Experimenting with recognition accelerator for pavement distress identification
    • S. Nallamothu, and K.C.P. Wang Experimenting with recognition accelerator for pavement distress identification Transportation Research Record 1536 1996 130 135 (Pubitemid 126540293)
    • (1996) Transportation Research Record , Issue.1536 , pp. 130-135
    • Nallamothu, S.1    Wang, K.C.P.2
  • 18
    • 0018306059 scopus 로고
    • Threshold Selection Method from Gray-Level Histograms
    • N. Otsu A threshold selection method from gray-level histograms IEEE Transactions on System, Man and Cybernetics 9 1 1979 62 66 (Pubitemid 9413341)
    • (1979) IEEE Trans Syst Man Cybern , vol.SMC-9 , Issue.1 , pp. 62-66
    • Otsu Nobuyuki1
  • 19
    • 0031358943 scopus 로고    scopus 로고
    • Comparison of Daubechies, Coiflet, and Symlet for edge detection
    • SPIE
    • Rajeev, S.; Vasquez, R. E.; & Singh, R. (1997). Comparison of Daubechies, Coiflet, and Symlet for edge detection. Visual information processing VI, vol. 3074, SPIE, pp. 151-159.
    • (1997) Visual Information Processing VI , vol.3074 , pp. 151-159
    • Rajeev, S.1    Vasquez, R.E.2    Singh, R.3
  • 20
    • 0031169201 scopus 로고    scopus 로고
    • Synthesizing radar maps of polar regions with a Doppler-only method
    • M.S. Roulston, and D.O. Muhleman Synthesizing Radar Maps of Polar Regions with a Doppler-Only Method Applied Optics 36 1997 3912 3919 (Pubitemid 127638472)
    • (1997) Applied Optics , vol.36 , Issue.17 , pp. 3912-3919
    • Roulston, M.S.1    Muhleman, D.O.2
  • 25
    • 34547979704 scopus 로고    scopus 로고
    • Algorithm research of adaptive fuzzy image enhancement in ridgelet transform domain
    • G. Wang, L. Xiao, and A.Z. He Algorithm research of adaptive fuzzy image enhancement in ridgelet transform domain Acta Optica Sinica 27 2007 1183 1190 (Pubitemid 47270059)
    • (2007) Guangxue Xuebao/Acta Optica Sinica , vol.27 , Issue.7 , pp. 1183-1190
    • Wang, G.1    Xiao, L.2    He, A.3
  • 27
    • 68849096289 scopus 로고    scopus 로고
    • Automatic Ridgelet image enhancement algorithm for road crack image based on fuzzy entropy and fuzzy divergence
    • D. Zhang, S. Qu, L. He, and S. Shi Automatic Ridgelet image enhancement algorithm for road crack image based on fuzzy entropy and fuzzy divergence Optics and Lasers in Engineering 47 11 2009 1216 1225
    • (2009) Optics and Lasers in Engineering , vol.47 , Issue.11 , pp. 1216-1225
    • Zhang, D.1    Qu, S.2    He, L.3    Shi, S.4
  • 29
    • 33748590251 scopus 로고    scopus 로고
    • Wavelet-based pavement distress detection and evaluation
    • 10.1117/1.2172917
    • J. Zhou, P.S. Huang, and F.-P. Chiang Wavelet-based pavement distress detection and evaluation Optical Engineering 45 2006 10.1117/1.2172917
    • (2006) Optical Engineering
    • Zhou, J.1    Huang, P.S.2    Chiang, F.-P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.