메뉴 건너뛰기




Volumn 6, Issue 3, 2013, Pages 1295-1304

Building detection with decision fusion

Author keywords

Building detection; decision fusion; ensemble learning; fuzzy nearest neighbors classification; multi layer classification; segmentation

Indexed keywords

BUILDING DETECTION; DECISION FUSION; ENSEMBLE LEARNING; HIERARCHICAL ARCHITECTURES; HIERARCHICAL LEARNING; NEAREST NEIGHBORS; OPTICAL SATELLITE IMAGES; STACKED GENERALIZATION;

EID: 84880303707     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2249498     Document Type: Article
Times cited : (56)

References (38)
  • 2
    • 63149095448 scopus 로고    scopus 로고
    • Urban-area and building detection using sift keypoints and graph theory
    • Apr.
    • B. Sirmacek and C. Unsalan, "Urban-area and building detection using sift keypoints and graph theory, " IEEE Trans. Geosci. Remote Sens., vol. 47, no. 4, pp. 1156-1167, Apr. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.4 , pp. 1156-1167
    • Sirmacek, B.1    Unsalan, C.2
  • 3
    • 84874666709 scopus 로고    scopus 로고
    • Automated detection of arbitrarily shaped buildings in complex environments from monocular VHR optical satellite imagery
    • Mar.
    • A. O. Ok, C. Senaras, and B. Yuksel, "Automated detection of arbitrarily shaped buildings in complex environments from monocular VHR optical satellite imagery, " IEEE Trans. Geosci. Remote Sens., vol. 51, no. 3, pp. 1701-1717, Mar. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.3 , pp. 1701-1717
    • Ok, A.O.1    Senaras, C.2    Yuksel, B.3
  • 4
    • 77950949073 scopus 로고    scopus 로고
    • A grammatical framework for building rooftop extraction
    • Q. Wang and Z. Jiang, "A grammatical framework for building rooftop extraction, " in Proc. IEEE IGARSS, Beijing, China, 2009, vol. 3, pp. 334-337.
    • (2009) Proc. IEEE IGARSS, Beijing, China , vol.3 , pp. 334-337
    • Wang, Q.1    Jiang, Z.2
  • 5
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • Jan.
    • T. Cover and P. Hart, "Nearest neighbor pattern classification, " IEEE Trans. Inf. Theory, vol. 13, no. 1, pp. 21-27, Jan. 1967.
    • (1967) IEEE Trans. Inf. Theory , vol.13 , Issue.1 , pp. 21-27
    • Cover, T.1    Hart, P.2
  • 9
    • 79951950272 scopus 로고    scopus 로고
    • Support vector machines in remote sensing: A review
    • G. Mountrakis, J. Im, and C. Ogole, "Support vector machines in remote sensing: A review, " ISPRS J. Photogramm. Remote Sens., vol. 66, no. 3, pp. 247-259, 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.3 , pp. 247-259
    • Mountrakis, G.1    Im, J.2    Ogole, C.3
  • 10
    • 84892161220 scopus 로고    scopus 로고
    • Building detection from pan-sharpened Ikonos imagery through support vector machines classification
    • M. Turker and D. K. San, "Building detection from pan-sharpened Ikonos imagery through support vector machines classification, " in Proc. ISPRS Technical Com. VIII Symp., Kyoto, Japan, 2010, pp. 841-846.
    • (2010) Proc. ISPRS Technical Com. VIII Symp., Kyoto, Japan , pp. 841-846
    • Turker, M.1    San, D.K.2
  • 11
    • 34447267238 scopus 로고    scopus 로고
    • Automatic recognition of man-made objects in high resolution optical remote sensing images by SVM classification of geometric image features
    • DOI 10.1016/j.isprsjprs.2007.05.011, PII S092427160700055X
    • J. Inglada, "Automatic recognition of man-made objects in high resolution optical remote sensing images by SVM classification of geometric image features, " ISPRS J. Photogramm. Remote Sens., vol. 62, no. 3, pp. 236-248, Aug. 2007. (Pubitemid 47043389)
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.62 , Issue.3 , pp. 236-248
    • Inglada, J.1
  • 12
    • 34249822423 scopus 로고    scopus 로고
    • Decision fusion for the classification of urban remote sensing images
    • Oct.
    • M. Fauvel, J. Chanussot, and J. Benediktsson, "Decision fusion for the classification of urban remote sensing images, " IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2828-2838, Oct. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.10 , pp. 2828-2838
    • Fauvel, M.1    Chanussot, J.2    Benediktsson, J.3
  • 13
    • 0030735959 scopus 로고    scopus 로고
    • An introduction to multisensor data fusion
    • D. Hall and J. Llinas, "An introduction to multisensor data fusion, " Proc. IEEE, vol. 85, no. 1, pp. 6-23, 1997. (Pubitemid 127745544)
    • (1997) Proceedings of the IEEE , vol.85 , Issue.1 , pp. 6-23
    • Hall, D.L.1    Llinas, J.2
  • 14
    • 84867336190 scopus 로고    scopus 로고
    • Multisensor data fusion: A review of the state-of-The-art
    • B. Khaleghi, A. Khamis, F. O. Karray, and S. N. Razavi, "Multisensor data fusion: A review of the state-of-the-art, " Information Fusion, vol. 14, no. 1, pp. 28-44, 2013.
    • (2013) Information Fusion , vol.14 , Issue.1 , pp. 28-44
    • Khaleghi, B.1    Khamis, A.2    Karray, F.O.3    Razavi, S.N.4
  • 15
    • 34249781992 scopus 로고    scopus 로고
    • Building detection by fusion of airborne laser scanner data and multi-spectral images: Performance evaluation and sensitivity analysis
    • DOI 10.1016/j.isprsjprs.2007.03.001, PII S0924271607000093, Including Special Section: Young Author Award
    • F. Rottensteiner, J. Trinder, S. Clode, and K. Kubik, "Building detection by fusion of airborne laser scanner data and multi-spectral images: Performance evaluation and sensitivity analysis, " ISPRS J. Pho-togramm. Remote Sens., vol. 62, no. 2, pp. 135-149, June 2007. (Pubitemid 46856859)
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.62 , Issue.2 , pp. 135-149
    • Rottensteiner, F.1    Trinder, J.2    Clode, S.3    Kubik, K.4
  • 16
    • 84857739255 scopus 로고    scopus 로고
    • A hybrid approach for building extraction from spaceborne multi-angular optical imagery
    • Feb.
    • A. Turlapaty, B. Gokaraju, Q. Du, N. Younan, and J. Aanstoos, "A hybrid approach for building extraction from spaceborne multi-angular optical imagery, " IEEE J. Sel. Topics Appl. Earth Observ., vol. 5, no. 1, pp. 89-100, Feb. 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. , vol.5 , Issue.1 , pp. 89-100
    • Turlapaty, A.1    Gokaraju, B.2    Du, Q.3    Younan, N.4    Aanstoos, J.5
  • 17
    • 1642441527 scopus 로고    scopus 로고
    • Object extraction and revision by image analysis using existing geodata and knowledge: Current status and steps towards operational systems
    • DOI 10.1016/j.isprsjprs.2003.09.002
    • E. Baltsavias, "Object extraction and revision by image analysis using existing geodata and knowledge: Current status and steps towards operational systems, " ISPRS J. Photogramm. Remote Sens., vol. 58, no. 3-4, pp. 129-151, Jan. 2004. (Pubitemid 38119067)
    • (2004) ISPRS Journal of Photogrammetry and Remote Sensing , vol.58 , Issue.3-4 , pp. 129-151
    • Baltsavias, E.P.1
  • 20
    • 84880263428 scopus 로고    scopus 로고
    • A new fuzzy stacked generalization technique for deep learning and analysis of its performance
    • abs/1204.0171
    • M. Ozay and F. T. Yarman-Vural, "A new fuzzy stacked generalization technique for deep learning and analysis of its performance, " CoRR, 2012, abs/1204.0171.
    • (2012) CoRR
    • Ozay, M.1    Yarman-Vural, F.T.2
  • 21
    • 70350153353 scopus 로고    scopus 로고
    • An adaptive mean-shift analysis approach for object extraction and classification from urban hyperspectral imagery
    • Dec.
    • X. Huang and L. Zhang, "An adaptive mean-shift analysis approach for object extraction and classification from urban hyperspectral imagery, " IEEE Trans. Geosci. Remote Sens., vol. 46, no. 12, pp. 4173-4185, Dec. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.12 , pp. 4173-4185
    • Huang, X.1    Zhang, L.2
  • 22
    • 84868594128 scopus 로고    scopus 로고
    • Optimal parameter determination for meanshift segmentation-based shoreline extraction using lidar data, aerial ortophotos, and satellite imagery
    • I. Lee, L. Cheng, and R. Li, "Optimal parameter determination for meanshift segmentation-based shoreline extraction using lidar data, aerial ortophotos, and satellite imagery, " in ASPRS Conf., San Diego, CA, USA, Apr. 2010.
    • (2010) ASPRS Conf., San Diego, CA, USA, Apr.
    • Lee, I.1    Cheng, L.2    Li, R.3
  • 23
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • DOI 10.1016/0034-4257(79)90013-0
    • C. Tucker, "Red and photographic infrared linear combinations for monitoring vegetation, " Remote Sens. Environ., vol. 8, no. 2, pp. 127-150, May 1979. (Pubitemid 9444868)
    • (1979) Remote Sensing Environ , vol.8 , Issue.2 , pp. 127-150
    • Tucker Compton, J.1
  • 24
    • 0018306059 scopus 로고    scopus 로고
    • A threshold selection method from gray-level histograms
    • N. Otsu, "A threshold selection method from gray-level histograms, " IEEE Trans. Syst., Man, Cybern., vol. 9, no. 1, pp. 62-66, Jan.
    • IEEE Trans. Syst., Man, Cybern. , vol.9 , Issue.1 JAN , pp. 62-66
    • Otsu, N.1
  • 26
    • 36348971282 scopus 로고    scopus 로고
    • A multiple conditional
    • random fields ensemble model for urban area detection in remote sensing optical images Dec.
    • P. Zhong and R. Wang, "A multiple conditional random fields ensemble model for urban area detection in remote sensing optical images, " IEEE Trans. Geosci. Remote Sens., vol. 45, no. 12, pp. 3978-3988, Dec. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.12 , pp. 3978-3988
    • Zhong, P.1    Wang, R.2
  • 27
    • 66549130491 scopus 로고    scopus 로고
    • Contextual models for automatic building extraction in high resolution remote sensing image using object-based boosting method
    • Boston, MA, USA, Jul.
    • X. Sun, K. Fu, H. Long, Y. Hu, L. Cai, and H. Wang, "Contextual models for automatic building extraction in high resolution remote sensing image using object-based boosting method, " in Proc. 2008 IEEE Int. Geoscience and Remote Sensing Symp. (IGARSS), Boston, MA, USA, Jul. 2008, vol. 2, pp. 437-440.
    • (2008) Proc. 2008 IEEE Int. Geoscience and Remote Sensing Symp. (IGARSS) , vol.2 , pp. 437-440
    • Sun, X.1    Fu, K.2    Long, H.3    Hu, Y.4    Cai, L.5    Wang, H.6
  • 30
    • 0022219988 scopus 로고
    • A fuzzy k-nearest neighbor algorithm
    • Jul./Aug.
    • J. Keller, M. Gray, and J. Givens, "A fuzzy k-nearest neighbor algorithm, " IEEE Trans. Syst., Man, Cybern., vol. SMC-15, no. 4, pp. 580-585, Jul./Aug. 1985.
    • (1985) IEEE Trans. Syst., Man, Cybern. , vol.15 SMC , Issue.4 , pp. 580-585
    • Keller, J.1    Gray, M.2    Givens, J.3
  • 31
    • 77951949617 scopus 로고    scopus 로고
    • A new decision fusion technique for image classification
    • Cairo, Egypt, Nov. 2009
    • M. Ozay and F. T. Y. Vural, "A new decision fusion technique for image classification, " in Proc. IEEE Int. Conf. Image Processing, (ICIP 2009), Cairo, Egypt, Nov. 2009, pp. 2189-2192.
    • Proc. IEEE Int. Conf. Image Processing, (ICIP 2009) , pp. 2189-2192
    • Ozay, M.1    Vural, F.T.Y.2
  • 33
    • 79955702502 scopus 로고    scopus 로고
    • Libsvm: A library for support vector machines
    • Apr. [Online]
    • C.-C. Chang and C.-J. Lin, "Libsvm: A library for support vector machines, " ACM Trans. Intell. Syst. Technol. vol. 2, no. 3, pp. 1-27, Apr. 2011 [Online]. Available: http://doi.acm.org/10.1145/1961189.1961199
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , Issue.3 , pp. 1-27
    • Chang, C.-C.1    Lin, C.-J.2
  • 34
    • 33744944329 scopus 로고    scopus 로고
    • Fast computation of Moore-Penrose inverse matrices
    • Aug.
    • P. Courrieu, "Fast computation of Moore-Penrose inverse matrices, " Neural Inf. Process.-Lett. Rev., vol. 8, no. 2, pp. 25-29, Aug. 2005.
    • (2005) Neural Inf. Process.-Lett. Rev. , vol.8 , Issue.2 , pp. 25-29
    • Courrieu, P.1
  • 35
    • 84864282883 scopus 로고    scopus 로고
    • Automatic detection and segmentation of orchards using very high resolution imagery
    • S. Aksoy, I. Yalniz, and K. Tasdemir, "Automatic detection and segmentation of orchards using very high resolution imagery, " IEEE Trans. Geosci. Remote Sens., vol. 50, no. 8, pp. 3117-3131, 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.8 , pp. 3117-3131
    • Aksoy, S.1    Yalniz, I.2    Tasdemir, K.3
  • 36
    • 79957460116 scopus 로고    scopus 로고
    • Using active learning to adapt remote sensing image classifiers
    • Sept.
    • D. Tuia, E. Pasolli, and W. Emery, "Using active learning to adapt remote sensing image classifiers, " Remote Sens. Environ., vol. 115, no. 9, pp. 2232-2242, Sept. 2011.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.9 , pp. 2232-2242
    • Tuia, D.1    Pasolli, E.2    Emery, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.