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Volumn 10, Issue 4, 2013, Pages 836-840

Fusion of global and local descriptors for remote sensing image classification

Author keywords

Gabor texture descriptor; remote sensing image classification; scale invariant feature transform (SIFT) descriptor; stacked generalization

Indexed keywords

AERIAL IMAGES; CLASSIFICATION RESULTS; CROSS CORRELATIONS; DESCRIPTORS; ENHANCED RESOLUTIONS; GABOR TEXTURE; HIERARCHICAL APPROACH; IMAGE INTERPRETATION; INHOMOGENEITIES; LAND COVER; LOCAL DESCRIPTORS; LOCAL IMAGE FEATURES; REMOTE SENSING IMAGE CLASSIFICATION; SCALE INVARIANT FEATURE TRANSFORMS; STACKED GENERALIZATION; SUBBANDS; TEXTURE DESCRIPTOR; VERY HIGH RESOLUTION;

EID: 84874662600     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2225596     Document Type: Article
Times cited : (77)

References (24)
  • 2
    • 0030213052 scopus 로고    scopus 로고
    • Texture features for browsing and retrieval of image data
    • Aug
    • B. S. Manjunath and W.-Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 8, pp. 837-842, Aug. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , Issue.8 , pp. 837-842
    • Manjunath, B.S.1    Ma, W.-Y.2
  • 3
    • 79960515456 scopus 로고    scopus 로고
    • Comparison of texture analysis schemes under nonideal conditions
    • Aug
    • U. Kandaswamy, S. Schuckers, and D. Adjeroh, "Comparison of texture analysis schemes under nonideal conditions," IEEE Trans. Image Process., vol. 20, no. 8, pp. 2260-2275, Aug. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.8 , pp. 2260-2275
    • Kandaswamy, U.1    Schuckers, S.2    Adjeroh, D.3
  • 4
    • 0032074093 scopus 로고    scopus 로고
    • A texture thesaurus for browsing large aerial photographs
    • May
    • W.-Y. Ma and B. S. Manjunath, "A texture thesaurus for browsing large aerial photographs," J. Amer. Soc. Inf. Sci., vol. 49, no. 7, pp. 633-648, May 1998.
    • (1998) J. Amer. Soc. Inf. Sci. , vol.49 , Issue.7 , pp. 633-648
    • Ma, W.-Y.1    Manjunath, B.S.2
  • 5
    • 69949138590 scopus 로고    scopus 로고
    • Comparing SIFT descriptors and Gabor texture features for classification of remote sensed imagery
    • Oct.
    • Y. Yang and S. Newsam, "Comparing SIFT descriptors and Gabor texture features for classification of remote sensed imagery," in Proc. IEEE Int. Conf. Image Process., Oct. 2008, pp. 1852-1855.
    • (2008) Proc. IEEE Int. Conf. Image Process , pp. 1852-1855
    • Yang, Y.1    Newsam, S.2
  • 6
    • 79955119681 scopus 로고    scopus 로고
    • Gabor descriptors for aerial image classification
    • V. Risojević, S. Momić, and Z. Babić, "Gabor descriptors for aerial image classification," in Proc. ICANNGA, 2011, vol. 6594, pp. 51-60.
    • (2011) Proc. ICANNGA , vol.6594 , pp. 51-60
    • Risojević, V.1    Momić, S.2    Babić, Z.3
  • 7
    • 77956058584 scopus 로고    scopus 로고
    • Hyperspectral region classification using a three-dimensional Gabor filterbank
    • Sep
    • T. Bau, S. Sarkar, and G. Healey, "Hyperspectral region classification using a three-dimensional Gabor filterbank," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 9, pp. 3457-3464, Sep. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.9 , pp. 3457-3464
    • Bau, T.1    Sarkar, S.2    Healey, G.3
  • 8
    • 84882847280 scopus 로고    scopus 로고
    • Statistical modeling of photographic images
    • A. C. Bovik, Ed. New York: Academic Press
    • E. P. Simoncelli, "Statistical modeling of photographic images," in Handbook of Image and Video Processing, A. C. Bovik, Ed. New York: Academic Press, 2005, pp. 431-441.
    • (2005) Handbook of Image and Video Processing , pp. 431-441
    • Simoncelli, E.P.1
  • 9
    • 0034291204 scopus 로고    scopus 로고
    • A parametric texture model based on joint statistics of complex wavelet coefficients
    • Oct
    • J. Portilla and E. P. Simoncelli, "A parametric texture model based on joint statistics of complex wavelet coefficients," Int. J. Comput. Vis., vol. 40, no. 1, pp. 49-71, Oct. 2000.
    • (2000) Int. J. Comput. Vis. , vol.40 , Issue.1 , pp. 49-71
    • Portilla, J.1    Simoncelli, E.P.2
  • 11
    • 84857804078 scopus 로고    scopus 로고
    • Aerial image classification using structural texture similarity
    • Bilbao, Spain, Dec.
    • V. Risojević and Z. Babić, "Aerial image classification using structural texture similarity," in Proc. IEEE Int. Symp. Signal Process. Inf. Technol., Bilbao, Spain, Dec. 2011, pp. 190-195.
    • (2011) Proc. IEEE Int. Symp. Signal Process. Inf. Technol , pp. 190-195
    • Risojević, V.1    Babić, Z.2
  • 12
    • 0031672914 scopus 로고    scopus 로고
    • A multiscale representation including opponent color features for texture recognition
    • Jan
    • A. Jain and G. Healey, "A multiscale representation including opponent color features for texture recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 7, no. 1, pp. 124-128, Jan. 1998.
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.7 , Issue.1 , pp. 124-128
    • Jain, A.1    Healey, G.2
  • 13
    • 78650941566 scopus 로고    scopus 로고
    • Satellite image classification via two-layer sparse coding with biased image representation
    • Jan
    • D. Dai and W. Yang, "Satellite image classification via two-layer sparse coding with biased image representation," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 1, pp. 173-176, Jan. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.1 , pp. 173-176
    • Dai, D.1    Yang, W.2
  • 14
    • 79959594017 scopus 로고    scopus 로고
    • Saliency and gist features for target detection in satellite images
    • Jul
    • Z. Li and L. Itti, "Saliency and gist features for target detection in satellite images," IEEE Trans. Image Process., vol. 20, no. 7, pp. 2017-2029, Jul. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.7 , pp. 2017-2029
    • Li, Z.1    Itti, L.2
  • 15
    • 84863901850 scopus 로고    scopus 로고
    • Orientation difference descriptor for aerial image classification
    • Vienna, Austria, Apr.
    • V. Risojević and Z. Babić, "Orientation difference descriptor for aerial image classification," in Proc. 19th IWSSIP, Vienna, Austria, Apr. 2012, pp. 150-153.
    • (2012) Proc. 19th IWSSIP , pp. 150-153
    • Risojević, V.1    Babić, Z.2
  • 16
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Nov
    • D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 17
    • 78650593938 scopus 로고    scopus 로고
    • Bag-of-visual-words and spatial extensions for land-use classification
    • Y. Yang and S. Newsam, "Bag-of-visual-words and spatial extensions for land-use classification," in Proc. ACM SIGSPATIAL GIS, 2010, pp. 270-279.
    • (2010) Proc. ACM SIGSPATIAL GIS , pp. 270-279
    • Yang, Y.1    Newsam, S.2
  • 18
    • 70449399643 scopus 로고    scopus 로고
    • Spatial pyramids and two-layer stacking SVM classifiers for image categorization: A comparative study
    • Jun.
    • A. Abdullah, R. C. Veltkamp, and M. A. Wiering, "Spatial pyramids and two-layer stacking SVM classifiers for image categorization: A comparative study," in Proc. Int. Joint Conf. Neural Netw., Jun. 2009, pp. 5-12.
    • (2009) Proc. Int. Joint Conf. Neural Netw
    • Abdullah, A.1    Veltkamp, R.C.2    Wiering, M.A.3
  • 19
    • 78651111108 scopus 로고    scopus 로고
    • Satellite image classification using sparse codes of multiple features
    • Oct.
    • G. Sheng, W. Yang, L. Chen, and H. Sun, "Satellite image classification using sparse codes of multiple features," in Proc. 10th IEEE Int. Conf. Signal Process., Oct. 2010, pp. 952-955.
    • (2010) Proc. 10th IEEE Int. Conf. Signal Process , pp. 952-955
    • Sheng, G.1    Yang, W.2    Chen, L.3    Sun, H.4
  • 20
    • 0026692226 scopus 로고
    • Stacked generalization
    • D. H. Wolpert, "Stacked generalization," Neural Netw., vol. 5, no. 2, pp. 241-259, 1992.
    • (1992) Neural Netw. , vol.5 , Issue.2 , pp. 241-259
    • Wolpert, D.H.1
  • 21
    • 0033343146 scopus 로고    scopus 로고
    • Issues in stacked generalization
    • Jan
    • K. M. Ting and I. H. Witten, "Issues in stacked generalization, " J. Artif. Intell. Res., vol. 10, no. 1, pp. 271-289, Jan. 1999.
    • (1999) J. Artif. Intell. Res. , vol.10 , Issue.1 , pp. 271-289
    • Ting, K.M.1    Witten, I.H.2
  • 22
    • 70349303514 scopus 로고    scopus 로고
    • Regularized linear models in stacked generalization
    • S. Reid and G. Grudic, "Regularized linear models in stacked generalization," in Proc. 8th Int. Workshop MCS, 2009, pp. 112-121.
    • (2009) Proc. 8th Int. Workshop MCS , pp. 112-121
    • Reid, S.1    Grudic, G.2
  • 23
    • 8444229122 scopus 로고    scopus 로고
    • How to make stacking better and faster while also taking care of an unknown weakness
    • Sydney, Australia, Jul.
    • A. K. Seewald, "How to make stacking better and faster while also taking care of an unknown weakness," in Proc. 19th Int. Conf. Mach. Learn., Sydney, Australia, Jul. 2002, pp. 554-561.
    • (2002) Proc. 19th Int. Conf. Mach. Learn , pp. 554-561
    • Seewald, A.K.1
  • 24
    • 33846580425 scopus 로고    scopus 로고
    • Local features and kernels for classification of texture and object categories: A comprehensive study
    • Jun
    • J. Zhang, M. Marszalek, S. Lazebnik, and C. Schmid, "Local features and kernels for classification of texture and object categories: A comprehensive study," Int. J. Comput. Vis., vol. 73, no. 2, pp. 213-238, Jun. 2007.
    • (2007) Int. J. Comput. Vis. , vol.73 , Issue.2 , pp. 213-238
    • Zhang, J.1    Marszalek, M.2    Lazebnik, S.3    Schmid, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.