메뉴 건너뛰기




Volumn 34, Issue 11, 2013, Pages 3736-3759

Texture extraction for object-oriented classification of high spatial resolution remotely sensed images using a semivariogram

Author keywords

[No Author keywords available]

Indexed keywords

EXTRACTION; REMOTE SENSING; TEXTURES;

EID: 84874624067     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2012.759298     Document Type: Article
Times cited : (21)

References (52)
  • 2
    • 0142120478 scopus 로고    scopus 로고
    • Texture Segmentation Using Wavelet Transform
    • Arivazhagan, S. and Ganesan, L. 2003. Texture Segmentation Using Wavelet Transform. Pattern Recognition Letters, 24: 3197-203.
    • (2003) Pattern Recognition Letters , vol.24 , pp. 3197-3203
    • Arivazhagan, S.1    Ganesan, L.2
  • 3
    • 0034092755 scopus 로고    scopus 로고
    • Geostatistical Classification for Remote Sensing: An Introduction
    • Atkinson, P. M. and Lewis, P. 2000. Geostatistical Classification for Remote Sensing: An Introduction. Computers & Geosciences, 26: 361-71.
    • (2000) Computers & Geosciences , vol.26 , pp. 361-371
    • Atkinson, P.M.1    Lewis, P.2
  • 4
    • 73749086442 scopus 로고    scopus 로고
    • Definition of a Comprehensive Set of Texture Semivariogram Features and Their Evaluation for Object-Oriented Image Classification
    • Balaguer, A., Ruiz, L. A., Hermosilla, T. and Recio, J. A. 2010. Definition of a Comprehensive Set of Texture Semivariogram Features and Their Evaluation for Object-Oriented Image Classification. Computers & Geosciences, 36: 231-40.
    • (2010) Computers & Geosciences , vol.36 , pp. 231-240
    • Balaguer, A.1    Ruiz, L.A.2    Hermosilla, T.3    Recio, J.A.4
  • 5
    • 0034104554 scopus 로고    scopus 로고
    • The Integration of Spectral and Textural Information Using Neural Networks for Land Cover Mapping in the Mediterranean
    • Berberoglu, S., Lloyd, C. D., Atkinson, P. M. and Curran, P. J. 2000. The Integration of Spectral and Textural Information Using Neural Networks for Land Cover Mapping in the Mediterranean. Computers & Geosciences, 26: 385-96.
    • (2000) Computers & Geosciences , vol.26 , pp. 385-396
    • Berberoglu, S.1    Lloyd, C.D.2    Atkinson, P.M.3    Curran, P.J.4
  • 7
    • 77954758622 scopus 로고    scopus 로고
    • Rule-Based Classification of a Very High Resolution Image in an Urban Environment Using Multispectral Segmentation Guided by Cartographic Data
    • Bouziani, M., Goita, K. and He, D. C. 2010. Rule-Based Classification of a Very High Resolution Image in an Urban Environment Using Multispectral Segmentation Guided by Cartographic Data. IEEE Transactions on Geoscience and Remote Sensing, 48: 3198-211.
    • (2010) IEEE Transactions on Geoscience and Remote Sensing , vol.48 , pp. 3198-3211
    • Bouziani, M.1    Goita, K.2    He, D.C.3
  • 8
    • 0032208030 scopus 로고    scopus 로고
    • The Semivariogram in Comparison to the Co-Occurrence Matrix for Classification of Image Texture
    • F. P. De Miranda"
    • Carr, J. R. 1998. The Semivariogram in Comparison to the Co-Occurrence Matrix for Classification of Image Texture. IEEE Transactions on Geoscience and Remote Sensing, 36: 1945-52. F. P. De Miranda"
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , pp. 1945-1952
    • Carr, J.R.1
  • 9
    • 0035272095 scopus 로고    scopus 로고
    • Texture Segmentation Using Gaussian-Markov Random Fields and Neural Oscillator Networks
    • Cesmeli, E. and Wang, D. L. 2001. Texture Segmentation Using Gaussian-Markov Random Fields and Neural Oscillator Networks. IEEE Transactions on Neural Networks, 12: 394-404.
    • (2001) IEEE Transactions on Neural Networks , vol.12 , pp. 394-404
    • Cesmeli, E.1    Wang, D.L.2
  • 11
    • 2642570063 scopus 로고    scopus 로고
    • Automatic Variogram Parameter Extraction for Textural Classification of the Panchromatic IKONOS Imagery
    • Chen, Q. and Gong, P. 2004. Automatic Variogram Parameter Extraction for Textural Classification of the Panchromatic IKONOS Imagery. IEEE Transactions on Geoscience and Remote Sensing, 42: 1106-15.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1106-1115
    • Chen, Q.1    Gong, P.2
  • 12
    • 17344387949 scopus 로고    scopus 로고
    • Computing Geostatistical Image Texture for Remotely Sensed Data Classification
    • Chica-Olmo, M. and Abarca-Hernandez, F. 2000. Computing Geostatistical Image Texture for Remotely Sensed Data Classification. Computers & Geosciences, 26: 373-83.
    • (2000) Computers & Geosciences , vol.26 , pp. 373-383
    • Chica-Olmo, M.1    Abarca-Hernandez, F.2
  • 13
    • 0029404248 scopus 로고
    • Theoretical Aspects of Morphological Filters by Reconstruction
    • Crespo, J., Serra, J. and Schafer, R. W. 1995. Theoretical Aspects of Morphological Filters by Reconstruction. Signal Processing, 47: 201-25.
    • (1995) Signal Processing , vol.47 , pp. 201-225
    • Crespo, J.1    Serra, J.2    Schafer, R.W.3
  • 14
    • 0020497293 scopus 로고
    • Markov Random Field Texture Models
    • Pattern Analysis and Machine Intelligence (PAMI-5)
    • Cross, G. R. and Jain, A. K. 1983. Markov Random Field Texture Models. IEEE Transactions on, Pattern Analysis and Machine Intelligence (PAMI-5): 25-39.
    • (1983) IEEE Transactions on , pp. 25-39
    • Cross, G.R.1    Jain, A.K.2
  • 15
    • 0023823097 scopus 로고
    • The Semivariogram in Remote-Sensing-an Introduction
    • Curran, P. J. 1988. The Semivariogram in Remote-Sensing-an Introduction. Remote Sensing of Environment, 24: 493-507.
    • (1988) Remote Sensing of Environment , vol.24 , pp. 493-507
    • Curran, P.J.1
  • 18
    • 0024314288 scopus 로고
    • Gabor Filters as Texture Discriminator
    • Fogel, I. and Sagi, D. 1989. Gabor Filters as Texture Discriminator. Biological Cybernetics, 61: 103-13.
    • (1989) Biological Cybernetics , vol.61 , pp. 103-113
    • Fogel, I.1    Sagi, D.2
  • 19
    • 3042654673 scopus 로고    scopus 로고
    • A Relative Evaluation of Multiclass Image Classification by Support Vector Machines
    • Foody, G. M. and Mathur, A. 2004. A Relative Evaluation of Multiclass Image Classification by Support Vector Machines. IEEE Transactions on Geoscience and Remote Sensing, 42: 1335-43.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1335-1343
    • Foody, G.M.1    Mathur, A.2
  • 21
    • 0026846026 scopus 로고
    • Frequency-Based Contextual Classification and Gray-Level Vector Reduction for Land-Use Identification
    • Gong, P. and Howarth, P. J. 1992. Frequency-Based Contextual Classification and Gray-Level Vector Reduction for Land-Use Identification. Photogrammetric Engineering and Remote Sensing, 58: 423-37.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 423-437
    • Gong, P.1    Howarth, P.J.2
  • 22
    • 0026856359 scopus 로고
    • A Comparison of Spatial Feature Extraction Algorithms for Land-Use Classification with SPOT HRV Data
    • Gong, P., Marceau, D. J. and Howarth, P. J. 1992. A Comparison of Spatial Feature Extraction Algorithms for Land-Use Classification with SPOT HRV Data. Remote Sensing of Environment, 40: 137-51.
    • (1992) Remote Sensing of Environment , vol.40 , pp. 137-151
    • Gong, P.1    Marceau, D.J.2    Howarth, P.J.3
  • 25
    • 84889639017 scopus 로고    scopus 로고
    • "Object-Oriented Feature Selection of High Spatial Resolution Images Using Improved Relief Algorithm
    • Jia, J., Yang, N., Zhang, C., Yue, A., Yang, J. and Zhu, D. 2011. "Object-Oriented Feature Selection of High Spatial Resolution Images Using Improved Relief Algorithm". In Mathematical and Computer Modelling doi:10.1016/j.mcm.2011.10.045
    • (2011) Mathematical and Computer Modelling
    • Jia, J.1    Yang, N.2    Zhang, C.3    Yue, A.4    Yang, J.5    Zhu, D.6
  • 26
    • 84855441476 scopus 로고    scopus 로고
    • Process for Enhancing the Spatial Resolution of Multispectral Imagery Using Pan-Sharpening
    • Laben, C. A. and Brower, B. V. 2000. "Process for Enhancing the Spatial Resolution of Multispectral Imagery Using Pan-Sharpening". In Eastman Kodak Company, U.S. Patent 6011875
    • (2000) Eastman Kodak Company, U.S. Patent 6011875
    • Laben, C.A.1    Brower, B.V.2
  • 27
    • 0030184109 scopus 로고    scopus 로고
    • Geostatistical Description of Texture on an Aerial Photograph for Discriminating Classes of Land Cover
    • Lark, R. M. 1996. Geostatistical Description of Texture on an Aerial Photograph for Discriminating Classes of Land Cover. International Journal of Remote Sensing, 17: 2115-33.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 2115-2133
    • Lark, R.M.1
  • 28
    • 56349139169 scopus 로고    scopus 로고
    • SVM-Based Segmentation and Classification of Remotely Sensed Data
    • Lizarazo, I. 2008. SVM-Based Segmentation and Classification of Remotely Sensed Data. International Journal of Remote Sensing, 29: 7277-83.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 7277-7283
    • Lizarazo, I.1
  • 29
  • 30
    • 0037384819 scopus 로고    scopus 로고
    • Comparing Texture Analysis Methods through Classification
    • Maillard, P. 2003. Comparing Texture Analysis Methods through Classification. Photogrammetric Engineering & Remote Sensing, 69: 357-67.
    • (2003) Photogrammetric Engineering & Remote Sensing , vol.69 , pp. 357-367
    • Maillard, P.1
  • 32
    • 84865486245 scopus 로고
    • Principles of Geostatistics
    • Matheron, G. 1963. Principles of Geostatistics. Economic Geology, 58: 1246-66.
    • (1963) Economic Geology , vol.58 , pp. 1246-1266
    • Matheron, G.1
  • 33
    • 4344614511 scopus 로고    scopus 로고
    • Classification of Hyperspectral Remote Sensing Images with Support Vector Machines
    • Melgani, F., and L. and Bruzzone. 2004. Classification of Hyperspectral Remote Sensing Images with Support Vector Machines. IEEE Transactions on Geoscience and Remote Sensing, 42: 1778-90.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 34
    • 0032004680 scopus 로고    scopus 로고
    • Semivariogram Textural Classification of JERS-1 (Fuyo-1) SAR Data Obtained Over a Flooded Area of the Amazon Rainforest
    • Miranda, F. P., Fonseca, L. E. N. and Carr, J. R. 1998. Semivariogram Textural Classification of JERS-1 (Fuyo-1) SAR Data Obtained Over a Flooded Area of the Amazon Rainforest. International Journal of Remote Sensing, 19: 549-56.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 549-556
    • Miranda, F.P.1    Fonseca, L.E.N.2    Carr, J.R.3
  • 35
    • 0030292134 scopus 로고    scopus 로고
    • Analysis of JERS-1 (Fuyo-1) SAR Data for Vegetation Discrimination in Northwestern Brazil Using the Semivariogram Textural Classifier (STC)
    • Miranda, F. P., Fonseca, L. E. N., Carr, J. R. and Taranik, J. V. 1996. Analysis of JERS-1 (Fuyo-1) SAR Data for Vegetation Discrimination in Northwestern Brazil Using the Semivariogram Textural Classifier (STC). International Journal of Remote Sensing, 17: 3523-9.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 3523-3529
    • Miranda, F.P.1    Fonseca, L.E.N.2    Carr, J.R.3    Taranik, J.V.4
  • 36
    • 0027008877 scopus 로고
    • Application of the Semivariogram Textural Classifier (Stc) for Vegetation Discrimination Using Sir-B Data of Borneo
    • Miranda, F. P., Macdonald, J. A. and Carr, J. R. 1992. Application of the Semivariogram Textural Classifier (Stc) for Vegetation Discrimination Using Sir-B Data of Borneo. International Journal of Remote Sensing, 13: 2349-54.
    • (1992) International Journal of Remote Sensing , vol.13 , pp. 2349-2354
    • Miranda, F.P.1    Macdonald, J.A.2    Carr, J.R.3
  • 37
    • 0036327340 scopus 로고    scopus 로고
    • Pixel- and Site-Based Calibration and Validation Methods for Evaluating Supervised Classification of Remotely Sensed Data
    • Muchoney, D. M. and Strahler, A. H. 2002. Pixel- and Site-Based Calibration and Validation Methods for Evaluating Supervised Classification of Remotely Sensed Data. Remote Sensing of Environment, 81: 290-9.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 290-299
    • Muchoney, D.M.1    Strahler, A.H.2
  • 39
    • 0026900840 scopus 로고
    • Performance Evaluation for Four Classes of Textural Features
    • Ohanian, P. P., and R. C. and Dubes. 1992. Performance Evaluation for Four Classes of Textural Features. Pattern Recognition, 25: 819-33.
    • (1992) Pattern Recognition , vol.25 , pp. 819-833
    • Ohanian, P.P.1    Dubes, R.C.2
  • 40
    • 46249127021 scopus 로고    scopus 로고
    • Textural and Local Spatial Statistics for the Object-Oriented Classification of Urban Areas Using High Resolution Imagery
    • S. A. M. Hashim
    • Su, W., Li, J., Chen, Y. H., Liu, Z. G., Zhang, J. S., Low, T. M. and Suppiah, I. 2008. Textural and Local Spatial Statistics for the Object-Oriented Classification of Urban Areas Using High Resolution Imagery. International Journal of Remote Sensing, 29: 3105-17. S. A. M. Hashim"
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 3105-3117
    • Su, W.1    Li, J.2    Chen, Y.H.3    Liu, Z.G.4    Zhang, J.S.5    Low, T.M.6    Suppiah, I.7
  • 41
    • 84863052048 scopus 로고    scopus 로고
    • Analysis of Wavelet Packet and Statistical Textures for Object Oriented Classification of Forest-Agriculture Ecotones Using SPOT 5 Imagery
    • Su, W., Zhang, C., Yang, J., Wu, H., Deng, L., Yue, A. and Chen, M. 2012. Analysis of Wavelet Packet and Statistical Textures for Object Oriented Classification of Forest-Agriculture Ecotones Using SPOT 5 Imagery. International Journal of Remote Sensing, 33: 3557-79.
    • (2012) International Journal of Remote Sensing , vol.33 , pp. 3557-3579
    • Su, W.1    Zhang, C.2    Yang, J.3    Wu, H.4    Deng, L.5    Yue, A.6    Chen, M.7
  • 42
    • 42749093140 scopus 로고    scopus 로고
    • Surface Flatness of Optical Thin Films Evaluated by Gray Level Co-Occurrence Matrix and Entropy
    • S.-S. Jyu"
    • Tien, C.-L. and Lyu, Y.-R. 2008. Surface Flatness of Optical Thin Films Evaluated by Gray Level Co-Occurrence Matrix and Entropy. Applied Surface Science, 254: 4762-7. S.-S. Jyu"
    • (2008) Applied Surface Science , vol.254 , pp. 4762-4767
    • Tien, C.-L.1    Lyu, Y.-R.2
  • 43
    • 0034212991 scopus 로고    scopus 로고
    • High Spatial Resolution Remote Sensing Data for Forest Ecosystem Classification: An Examination of Spatial Scale
    • Treitz, P. and Howarth, P. 2000. High Spatial Resolution Remote Sensing Data for Forest Ecosystem Classification: An Examination of Spatial Scale. Remote Sensing of Environment, 72: 268-89.
    • (2000) Remote Sensing of Environment , vol.72 , pp. 268-289
    • Treitz, P.1    Howarth, P.2
  • 44
    • 84874639057 scopus 로고
    • Extraction of Early Perceptual Structure in Dot Patterns: Integrating Region, Boundary, and Component Gestalt
    • Tuceryan, M. and Ahuja, N. 1990. Extraction of Early Perceptual Structure in Dot Patterns: Integrating Region, Boundary, and Component Gestalt. Computer Vision, Graphics, and Image Processing, 49: 279-80.
    • (1990) Computer Vision, Graphics, and Image Processing , vol.49 , pp. 279-280
    • Tuceryan, M.1    Ahuja, N.2
  • 45
    • 0003112904 scopus 로고    scopus 로고
    • Texture Analysis
    • In: Chen C. H., Pau L. F., Wagn P. S. P., editors Hackensack, Hackensack,: World Scientific Publishing Company
    • Tuceryan, M. and Jain, A. K. 1998. "Texture Analysis". In Handbook of Pattern Recognition and Computer Vision, edited by, Edited by: Chen, C. H., Pau, L. F. and Wagn, P. S. P. 207-48. Hackensack: World Scientific Publishing Company.
    • (1998) Handbook of Pattern Recognition and Computer Vision, edited by , pp. 207-248
    • Tuceryan, M.1    Jain, A.K.2
  • 47
    • 0029409269 scopus 로고
    • Texture Classification and Segmentation Using Wavelet Frames
    • Unser, M. 1995. Texture Classification and Segmentation Using Wavelet Frames. IEEE Transactions on Image Processing, 4: 1549-60.
    • (1995) IEEE Transactions on Image Processing , vol.4 , pp. 1549-1560
    • Unser, M.1
  • 49
    • 53449091261 scopus 로고    scopus 로고
    • Texture Feature Extraction for Land-Cover Classification of Remote Sensing Data in Land Consolidation District Using Semi-Variogram Analysis
    • Yan, H., Anzhi, Y., Su, W., Daoliang, L., Ming, L., Yijun, J. and Chao, Z. 2008. Texture Feature Extraction for Land-Cover Classification of Remote Sensing Data in Land Consolidation District Using Semi-Variogram Analysis. WSEAS Transactions on Computers, 7: 857-66.
    • (2008) WSEAS Transactions on Computers , vol.7 , pp. 857-866
    • Yan, H.1    Anzhi, Y.2    Su, W.3    Daoliang, L.4    Ming, L.5    Yijun, J.6    Chao, Z.7
  • 50
    • 84863028142 scopus 로고    scopus 로고
    • A Watershed Segmentation Method with Shape-Based Merging Criterion Based on Multispectral Remote Sensing Imagery
    • Yue, A., Yang, J., Zhang, C., Su, W., Yun, W. and Zhang, Y. 2011. A Watershed Segmentation Method with Shape-Based Merging Criterion Based on Multispectral Remote Sensing Imagery. Sensor Letters, 9: 1006-13.
    • (2011) Sensor Letters , vol.9 , pp. 1006-1013
    • Yue, A.1    Yang, J.2    Zhang, C.3    Su, W.4    Yun, W.5    Zhang, Y.6
  • 52
    • 0032025550 scopus 로고    scopus 로고
    • Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
    • Zhufi, S. C., Wu, Y. and Mumford, D. 1998. Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling. International Journal of Computer Vision, 27: 107-26.
    • (1998) International Journal of Computer Vision , vol.27 , pp. 107-126
    • Zhufi, S.C.1    Wu, Y.2    Mumford, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.