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Volumn 28, Issue 10, 2011, Pages 1286-1296

A hybrid thresholding algorithm for cloud detection on ground-based color images

Author keywords

Algorithms; Cloud retrieval; Clouds; Pattern detection

Indexed keywords

ADAPTIVE THRESHOLDING; CLOUD COVER; CLOUD DETECTION; CLOUD IMAGE; CLOUD RETRIEVAL; COLOR IMAGES; GROUND BASED; MINIMUM CROSS ENTROPY; PATTERN DETECTION; RATIO IMAGES; STANDARD DEVIATION; THRESHOLDING; THRESHOLDING ALGORITHMS; UNIMODAL;

EID: 82955194501     PISSN: 07390572     EISSN: None     Source Type: Journal    
DOI: 10.1175/JTECH-D-11-00009.1     Document Type: Article
Times cited : (202)

References (26)
  • 2
    • 38949213355 scopus 로고    scopus 로고
    • Feature extraction from whole-sky ground-based images for cloud-type recognition
    • Calbo, J., and J. Sabburg, 2008: Feature extraction from whole-sky ground-based images for cloud-type recognition. J. Atmos. Oceanic Technol., 25, 3-14.
    • (2008) J. Atmos. Oceanic Technol. , vol.25 , pp. 3-14
    • Calbo, J.1    Sabburg, J.2
  • 3
    • 0037195628 scopus 로고    scopus 로고
    • Cosmic rays, clouds, and climate
    • Carslaw, K. S., R. G. Harrison, and J. Kirkby, 2002: Cosmic rays, clouds, and climate. Science, 298, 1732-1737.
    • (2002) Science , vol.298 , pp. 1732-1737
    • Carslaw, K.S.1    Harrison, R.G.2    Kirkby, J.3
  • 5
    • 68849129923 scopus 로고    scopus 로고
    • Benchmarking image segmentation algorithms
    • Estrada, F. J., and A. D. Jepson, 2009: Benchmarking image segmentation algorithms. Int. J. Comput. Vision, 85, 167-181.
    • (2009) Int. J. Comput. Vision , vol.85 , pp. 167-181
    • Estrada, F.J.1    Jepson, A.D.2
  • 6
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett, T., 2006: An introduction to ROC analysis. Pattern Recognit. Lett., 27, 861-874.
    • (2006) Pattern Recognit. Lett. , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 7
    • 80053965495 scopus 로고    scopus 로고
    • Automatic cloud classification of whole sky images
    • Heinle, A., A. Macke, and A. Srivastav, 2010: Automatic cloud classification of whole sky images. Atmos. Meas. Tech., 3, 557-567.
    • (2010) Atmos. Meas. Tech. , vol.3 , pp. 557-567
    • Heinle, A.1    Macke, A.2    Srivastav, A.3
  • 8
    • 77957733493 scopus 로고
    • Interannual cloud-cover variations in the contiguous United States
    • Hoyt, D. V., 1978: Interannual cloud-cover variations in the contiguous United States. J. Appl. Meteor., 17, 354-357.
    • (1978) J. Appl. Meteor. , vol.17 , pp. 354-357
    • Hoyt, D.V.1
  • 9
    • 73149100334 scopus 로고    scopus 로고
    • Cloud determination of all-sky images under low-visibility conditions
    • Huo, J., and D. R. Lu, 2009: Cloud determination of all-sky images under low-visibility conditions. J. Atmos. Oceanic Technol., 26, 2172-2181.
    • (2009) J. Atmos. Oceanic Technol. , vol.26 , pp. 2172-2181
    • Huo, J.1    Lu, D.R.2
  • 10
    • 14644410450 scopus 로고    scopus 로고
    • Cloud sky cover versus cloud fraction: Whole-sky simulations and observations
    • Kassianov, E., C. N. Long, and M. Ovtchinnikov, 2005: Cloud sky cover versus cloud fraction: Whole-sky simulations and observations. J. Appl. Meteor., 44, 86-98.
    • (2005) J. Appl. Meteor. , vol.44 , pp. 86-98
    • Kassianov, E.1    Long, C.N.2    Ovtchinnikov, M.3
  • 11
    • 0001290841 scopus 로고    scopus 로고
    • Glossary of terms: Special issue on applications of machine learning and the knowledge discovery process
    • Kohavi, R., and F. Provost, 1998: Glossary of terms: Special issue on applications of machine learning and the knowledge discovery process. Mach. Learn., 30, 271-274.
    • (1998) Mach. Learn. , vol.30 , pp. 271-274
    • Kohavi, R.1    Provost, F.2
  • 12
    • 0000896186 scopus 로고
    • A comparative performance study of several global thresholding techniques for segmentation
    • Lee, S. U., S. Y. Chung, and R. H. Park, 1990: A comparative performance study of several global thresholding techniques for segmentation. Comput. Vision Graphics Image Process., 52, 171-190.
    • (1990) Comput. Vision Graphics Image Process. , vol.52 , pp. 171-190
    • Lee, S.U.1    Chung, S.Y.2    Park, R.H.3
  • 13
    • 0027574929 scopus 로고
    • Minimum cross entropy thresholding
    • Li, C. H., and C. K. Lee, 1993: Minimum cross entropy thresholding. Pattern Recognit., 26, 617-625.
    • (1993) Pattern Recognit. , vol.26 , pp. 617-625
    • Li, C.H.1    Lee, C.K.2
  • 14
    • 0032090603 scopus 로고    scopus 로고
    • An iterative algorithm for minimum cross entropy thresholding
    • Li, C. H., and P. K. S. Tam, 1998: An iterative algorithm for minimum cross entropy thresholding. Pattern Recognit. Lett., 18, 771-776.
    • (1998) Pattern Recognit. Lett. , vol.18 , pp. 771-776
    • Li, C.H.1    Tam, P.K.S.2
  • 16
    • 33745036199 scopus 로고    scopus 로고
    • Retrieving cloud characteristics from ground-based daytime color all-sky images
    • Long, C. N., J. M. Sabburg, J. Calbo, and D. Pages, 2006: Retrieving cloud characteristics from ground-based daytime color all-sky images. J. Atmos. Oceanic Technol., 23, 633-652.
    • (2006) J. Atmos. Oceanic Technol. , vol.23 , pp. 633-652
    • Long, C.N.1    Sabburg, J.M.2    Calbo, J.3    Pages, D.4
  • 17
    • 0018306059 scopus 로고
    • A threshold selection method from gray level histograms
    • Otsu, N., 1979: A threshold selection method from gray level histograms. IEEE Trans. Syst. Man Cybern., 9, 62-66.
    • (1979) IEEE Trans. Syst. Man Cybern. , vol.9 , pp. 62-66
    • Otsu, N.1
  • 19
    • 1842422015 scopus 로고    scopus 로고
    • Survey over image thresholding techniques and quantitative performance evaluation
    • Sezgin, M., and B. Sanku, 2004: Survey over image thresholding techniques and quantitative performance evaluation. J. Electron. Imaging, 131, 146-165.
    • (2004) J. Electron. Imaging , vol.131 , pp. 146-165
    • Sezgin, M.1    Sanku, B.2
  • 22
    • 33646192281 scopus 로고    scopus 로고
    • Asimplemethod for the assessment of the cloud cover state in high-latitude regions by a ground-based digital camera
    • Souza-Echer, M. P., E. B. Pereira, L. S. Bins, and M. A. R. Andrade, 2006:Asimplemethod for the assessment of the cloud cover state in high-latitude regions by a ground-based digital camera. J. Atmos. Oceanic Technol., 23, 437-447.
    • (2006) J. Atmos. Oceanic Technol. , vol.23 , pp. 437-447
    • Souza-Echer, M.P.1    Pereira, E.B.2    Bins, L.S.3    Andrade, M.A.R.4
  • 23
    • 14644413562 scopus 로고    scopus 로고
    • Cloud feedbacks in the climate system: A critical review
    • Stephens, G. L., 2005: Cloud feedbacks in the climate system: A critical review. J. Climate, 18, 237-273.
    • (2005) J. Climate , vol.18 , pp. 237-273
    • Stephens, G.L.1
  • 24
    • 77957740516 scopus 로고    scopus 로고
    • The use of Euclidean geometric distance on RGB color space for the classification of sky and cloud patterns
    • Sylvio,L.M. N.,A.V.Wangenheim, E. B. Pereira, andE.Comunello, 2010: The use of Euclidean geometric distance on RGB color space for the classification of sky and cloud patterns. J. Atmos. Oceanic Technol., 27, 1504-1517.
    • (2010) J. Atmos. Oceanic Technol. , vol.27 , pp. 1504-1517
    • Sylvio, L.M.N.1    Wangenheim, A.V.2    Pereira, E.B.3    Comunello, E.4
  • 25
    • 0002521817 scopus 로고
    • Radiometric and geometric calibration of a visible spectral electro-optic "fisheye" camera radiance distribution system
    • Voss, J. K., and G. Zibordi, 1989: Radiometric and geometric calibration of a visible spectral electro-optic "fisheye" camera radiance distribution system. J. Atmos. Oceanic Technol., 6, 652-662.
    • (1989) J. Atmos. Oceanic Technol. , vol.6 , pp. 652-662
    • Voss, J.K.1    Zibordi, G.2
  • 26
    • 82955224635 scopus 로고    scopus 로고
    • An automatic ground-based cloud detection method based on adaptive threshold (in Chinese)
    • Yang, J., L. Weitao, M. Ying, Y. Wen, and L. Qingyong, 2009: An automatic ground-based cloud detection method based on adaptive threshold (in Chinese). J. Appl.Meteor. Sci., 20, 713-721.
    • (2009) J. Appl. Meteor. Sci. , vol.20 , pp. 713-721
    • Yang, J.1    Weitao, L.2    Ying, M.3    Wen, Y.4    Qingyong, L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.