메뉴 건너뛰기




Volumn 53, Issue 1, 2016, Pages 45-62

Optimal fusion of optical and SAR high-resolution images for semiautomatic building detection

Author keywords

buildings detection; fusion; optical images; SAR images

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BUILDING; MULTISPECTRAL IMAGE; PANCHROMATIC IMAGE; RADAR IMAGERY; SYNTHETIC APERTURE RADAR;

EID: 84950107842     PISSN: 15481603     EISSN: None     Source Type: Journal    
DOI: 10.1080/15481603.2015.1116140     Document Type: Article
Times cited : (25)

References (39)
  • 1
    • 0000192564 scopus 로고
    • Texture analysis for the mapping of urban areas using airborne meis-II images
    • Paper presented at Strasbourg, September 12-15,. Environmental Research Institute of Michigan
    • Anys, H., A. Bannari, D. He, and D. Morin. 1994. "Texture Analysis for the Mapping of Urban Areas Using Airborne MEIS-II Images." Paper presented at the Proceedings of the First International Airborne Remote Sensing Conference and Exhibition, Vol. 3, Strasbourg, September 12-15, 231-245. Environmental Research Institute of Michigan.
    • (1994) The Proceedings of the First International Airborne Remote Sensing Conference and Exhibition , vol.3 , pp. 231-245
    • Anys, H.1    Bannari, A.2    He, D.3    Morin, D.4
  • 2
    • 84881129957 scopus 로고    scopus 로고
    • An intelligent approach towards automatic shape modelling and object extraction from satellite images using cellular automata-based algorithms
    • Arun, P., and S. Katiyar. 2013. "An Intelligent Approach Towards Automatic Shape Modelling and Object Extraction from Satellite Images Using Cellular Automata-Based Algorithms." GIScience & Remote Sensing 50 (3): 337-348.
    • (2013) GIScience & Remote Sensing , vol.50 , Issue.3 , pp. 337-348
    • Arun, P.1    Katiyar, S.2
  • 3
    • 0025453627 scopus 로고
    • Neural network approaches versus statistical methods in classification of multisource remote sensing data
    • Benediktsson, J., P. H. Swain, and O. K. Ersoy. 1990. "Neural Network Approaches versus Statistical Methods in Classification of Multisource Remote Sensing Data." IEEE Transactions on Geoscience and Remote Sensing 28 (4): 540-552. doi:10.1109/ TGRS.1990.572944.
    • (1990) IEEE Transactions on Geoscience and Remote Sensing , vol.28 , Issue.4 , pp. 540-552
    • Benediktsson, J.1    Swain, P.H.2    Ersoy, O.K.3
  • 4
    • 78650946875 scopus 로고    scopus 로고
    • Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in vhr sar images
    • Paper presented at Pasadena, CA, May 4-8, IEEE
    • Brunner, D., L. Bruzzone., A. Ferro, and G. Lemoine. 2009. "Analysis of the Reliability of the Double Bounce Scattering Mechanism for Detecting Buildings in VHR SAR Images." Paper presented at the Proceedings of the Radar Conference, Pasadena, CA, May 4-8, 1-6. IEEE.
    • (2009) The Proceedings of the Radar Conference , pp. 1-6
    • Brunner, D.1    Bruzzone, L.2    Ferro, A.3    Lemoine, G.4
  • 5
    • 84876497221 scopus 로고    scopus 로고
    • High resolution sar building detection with scene context priming
    • Paper presented at Beijing, October 21-25, IEEE
    • Cao, Y., C. Su, and J. Liang. 2012. "High Resolution SAR Building Detection with Scene Context Priming." Paper presented at the IEEE 11th International Conference on Signal Processing (ICSP), Vol. 3, Beijing, October 21-25, 1791-1794. IEEE.
    • (2012) The IEEE 11th International Conference on Signal Processing (ICSP) , vol.3 , pp. 1791-1794
    • Cao, Y.1    Su, C.2    Liang, J.3
  • 6
    • 84877739571 scopus 로고    scopus 로고
    • DTIC Document. College Park, MD: Center for Automation Research
    • Chellappa, R. 1998. Advanced Automatic Target Recognition. DTIC Document. College Park, MD: Center for Automation Research.
    • (1998) Advanced Automatic Target Recognition
    • Chellappa, R.1
  • 7
    • 84886586148 scopus 로고    scopus 로고
    • Building simplification using backpropagation neural networks: A combination of cartographers' expertise and raster-based local perception
    • Cheng, B., Q. Liu., X. Li, and Y. Wang. 2013. "Building Simplification Using Backpropagation Neural Networks: A Combination of Cartographers' Expertise and Raster-Based Local Perception." GIScience & Remote Sensing 50 (5): 527-542.
    • (2013) GIScience & Remote Sensing , vol.50 , Issue.5 , pp. 527-542
    • Cheng, B.1    Liu, Q.2    Li, X.3    Wang, Y.4
  • 8
    • 84918805326 scopus 로고    scopus 로고
    • Spectral/textural attributes from ali/EO-1 for mapping primary and secondary tropical forests and studying the relationships with biophysical parameters
    • da Silva, R. D., L. S. Galvão, J. R. Dos Santos, C. V. De, J. Silva, and Y. M. De Moura. 2014. "Spectral/Textural Attributes from ALI/EO-1 for Mapping Primary and Secondary Tropical Forests and Studying the Relationships with Biophysical Parameters." GIScience & Remote Sensing 51 (6): 677-694. doi:10.1080/15481603.2014.972866.
    • (2014) GIScience & Remote Sensing , vol.51 , Issue.6 , pp. 677-694
    • Da Silva, R.D.1    Galvão, L.S.2    Dos Santos, J.R.3    De, C.V.4    Silva, J.5    De Moura, Y.M.6
  • 9
    • 0037244288 scopus 로고    scopus 로고
    • Texture-based characterization of urban environments on satellite sar images
    • Dell'Acqua, F., and P. Gamba. 2003. "Texture-Based Characterization of Urban Environments on Satellite SAR Images." IEEE Transactions on Geoscience and Remote Sensing 41 (1): 153-159. doi:10.1109/TGRS.2002.807754.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.1 , pp. 153-159
    • Dell'Acqua, F.1    Gamba, P.2
  • 10
    • 79960990925 scopus 로고    scopus 로고
    • Building extraction from high resolution SAR imagery in urban areas
    • Dong, Y., H. Chen., D. Yu., Y. Pan, and J. Zhang. 2011. "Building Extraction from High Resolution SAR Imagery in Urban Areas." Geo-spatial Information Science 14 (3): 164-168. doi:10.1007/ s11806-011-0525-9.
    • (2011) Geo-spatial Information Science , vol.14 , Issue.3 , pp. 164-168
    • Dong, Y.1    Chen, H.2    Yu, D.3    Pan, Y.4    Zhang, J.5
  • 12
    • 84864601357 scopus 로고    scopus 로고
    • Automated assessment of road generalization results by means of an artificial neural network
    • García-Balboa, J., J. Reinoso-Gordo, and F. Ariza-López. 2012. "Automated Assessment of Road Generalization Results by Means of an Artificial Neural Network." GIScience & Remote Sensing 49 (4): 558-596. doi:10.2747/1548-1603.49.4.558.
    • (2012) GIScience & Remote Sensing , vol.49 , Issue.4 , pp. 558-596
    • García-Balboa, J.1    Reinoso-Gordo, J.2    Ariza-López, F.3
  • 15
    • 18444376898 scopus 로고    scopus 로고
    • Automatic building extraction from ikonos imagery
    • Denver, CO, May 23-28
    • Haverkamp, D. 2004. "Automatic Building Extraction from IKONOS Imagery." Proceedings of ASPRS 2004 Conference, Denver, CO, May 23-28, 8.
    • (2004) Proceedings of ASPRS 2004 Conference , pp. 8
    • Haverkamp, D.1
  • 16
    • 29544440639 scopus 로고    scopus 로고
    • Automated building extraction from high-resolution satellite imagery in urban areas using structural, contextual, and spectral information
    • Jin, X., and C. H. Davis. 2005. "Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural, Contextual, and Spectral Information." EURASIP Journal on Advances in Signal Processing 2005: 2196-2206. doi:10.1155/ASP.2005.2196.
    • (2005) EURASIP Journal on Advances in Signal Processing , vol.2005 , pp. 2196-2206
    • Jin, X.1    Davis, C.H.2
  • 17
    • 84881009307 scopus 로고    scopus 로고
    • Improved classification accuracy based on the output-level fusion of high-resolution satellite images and airborne lidar data in urban area
    • Kim, Y., and Y. Kim. 2014. "Improved Classification Accuracy Based on the Output-Level Fusion of High-Resolution Satellite Images and Airborne LIDAR Data in Urban Area." IEEE Geoscience and Remote Sensing Letters 11 (3): 636-640. doi:10.1109/LGRS.2013.2273397.
    • (2014) IEEE Geoscience and Remote Sensing Letters , vol.11 , Issue.3 , pp. 636-640
    • Kim, Y.1    Kim, Y.2
  • 18
    • 0031238275 scopus 로고    scopus 로고
    • Application of majority voting to pattern recognition: An analysis of its behavior and performance
    • Lam, L., and C. Y. Suen. 1997. "Application of Majority Voting to Pattern Recognition: An Analysis of Its Behavior and Performance." IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans 27 (5): 553-568. doi:10.1109/3468.618255.
    • (1997) IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans , vol.27 , Issue.5 , pp. 553-568
    • Lam, L.1    Suen, C.Y.2
  • 19
    • 84918827996 scopus 로고    scopus 로고
    • A comparative analysis of approaches for successional vegetation classification in the brazilian amazon
    • Lu, D., G. Li., E. Moran, and W. Kuang. 2014. "A Comparative Analysis of Approaches for Successional Vegetation Classification in the Brazilian Amazon." GIScience & Remote Sensing 51 (6): 695-709. doi:10.1080/15481603.2014.983338.
    • (2014) GIScience & Remote Sensing , vol.51 , Issue.6 , pp. 695-709
    • Lu, D.1    Li, G.2    Moran, E.3    Kuang, W.4
  • 20
    • 34547099319 scopus 로고    scopus 로고
    • A semi-automated approach for extracting buildings from quickbird imagery applied to informal settlement mapping
    • Mayunga, S., D. Coleman, and Y. Zhang. 2007. "A Semi-Automated Approach for Extracting Buildings from Quickbird Imagery Applied to Informal Settlement Mapping." International Journal of Remote Sensing 28 (10): 2343-2357. doi:10.1080/01431160600868474.
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.10 , pp. 2343-2357
    • Mayunga, S.1    Coleman, D.2    Zhang, Y.3
  • 22
    • 79956324768 scopus 로고    scopus 로고
    • Death to kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment
    • Pontius Jr, R. G., and M. Millones. 2011. "Death to Kappa: Birth of Quantity Disagreement and Allocation Disagreement for Accuracy Assessment." International Journal of Remote Sensing 32 (15): 4407-4429.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.15 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 25
    • 0242292075 scopus 로고    scopus 로고
    • A combined fuzzy pixel-based and object-based approach for classification of high-resolution multispectral data over urban areas
    • Shackelford, A. K., and C. H. Davis. 2003. "A Combined Fuzzy Pixel-Based and Object-Based Approach for Classification of High-Resolution Multispectral Data over Urban Areas." IEEE Transactions on Geoscience and Remote Sensing 41 (10): 2354-2364. doi:10.1109/ TGRS.2003.815972.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.10 , pp. 2354-2364
    • Shackelford, A.K.1    Davis, C.H.2
  • 26
    • 27744527885 scopus 로고    scopus 로고
    • Rectangular building extraction from stereoscopic airborne radar images
    • Simonetto, E., H. Oriot, and R. Garello. 2005. "Rectangular Building Extraction from Stereoscopic Airborne Radar Images." IEEE Transactions on Geoscience and Remote Sensing 43 (10): 2386-2395. doi:10.1109/TGRS.2005.853570.
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.10 , pp. 2386-2395
    • Simonetto, E.1    Oriot, H.2    Garello, R.3
  • 27
    • 79955121204 scopus 로고    scopus 로고
    • Sar image classification using PCA and texture analysis
    • edited by V.-V. Das, G. Thomas, F. Lumban Gaol,. Heidelberg: Springer
    • Singh, M., and G. Kaur. 2011. "SAR Image Classification Using PCA and Texture Analysis." In Information Technology and Mobile Communication, edited by V.-V. Das, G. Thomas, F. Lumban Gaol, 435-439. Heidelberg: Springer.
    • (2011) Information Technology and Mobile Communication , pp. 435-439
    • Singh, M.1    Kaur, G.2
  • 28
    • 80053568555 scopus 로고    scopus 로고
    • Extraction and three-dimensional reconstruction of isolated buildings in urban scenes from high-resolution optical and sar spaceborne images
    • Sportouche, H., F. Tupin, and L. Denise. 2011. "Extraction and Three-Dimensional Reconstruction of Isolated Buildings in Urban Scenes from High-Resolution Optical and SAR Spaceborne Images." IEEE Transactions on Geoscience and Remote Sensing 49 (10): 3932-3946. doi:10.1109/TGRS.2011.2132727.
    • (2011) IEEE Transactions on Geoscience and Remote Sensing , vol.49 , Issue.10 , pp. 3932-3946
    • Sportouche, H.1    Tupin, F.2    Denise, L.3
  • 29
    • 70449410717 scopus 로고    scopus 로고
    • Spatial indexes for the extraction of formal and informal human settlements from high-resolution SAR images
    • Stasolla, M., and P. Gamba. 2008. "Spatial Indexes for the Extraction of Formal and Informal Human Settlements from High-Resolution SAR Images." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1 (2): 98-106. doi:10.1109/ JSTARS.2008.921099.
    • (2008) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol.1 , Issue.2 , pp. 98-106
    • Stasolla, M.1    Gamba, P.2
  • 31
    • 0037906335 scopus 로고    scopus 로고
    • Detection of building outlines based on the fusion of SAR and optical features
    • Tupin, F., and M. Roux. 2003. "Detection of Building Outlines Based on the Fusion of SAR and Optical Features." ISPRS Journal of Photogrammetry and Remote Sensing 58 (1-2): 71-82. doi:10.1016/S0924-2716(03)00018-2.
    • (2003) ISPRS Journal of Photogrammetry and Remote Sensing , vol.58 , Issue.1-2 , pp. 71-82
    • Tupin, F.1    Roux, M.2
  • 32
    • 84920677344 scopus 로고    scopus 로고
    • Building extraction from high-resolution optical spaceborne images using the integration of support vector machine (SVM) classification, hough transformation and perceptual grouping
    • Turker, M., and D. Koc-San. 2015. "Building Extraction from High-Resolution Optical Spaceborne Images Using the Integration of Support Vector Machine (SVM) Classification, Hough Transformation and Perceptual Grouping." International Journal of Applied Earth Observation and Geoinformation 34: 58-69. doi:10.1016/j.jag.2014.06.016.
    • (2015) International Journal of Applied Earth Observation and Geoinformation , vol.34 , pp. 58-69
    • Turker, M.1    Koc-San, D.2
  • 36
    • 85027945796 scopus 로고    scopus 로고
    • Extracting buildings from airborne laser scanning point clouds using a marked point process
    • Yang, B., W. Xu, and W. Yao. 2014. "Extracting Buildings from Airborne Laser Scanning Point Clouds Using a Marked Point Process." GIScience & Remote Sensing 51 (5): 555-574. doi:10.1080/15481603.2014.950117.
    • (2014) GIScience & Remote Sensing , vol.51 , Issue.5 , pp. 555-574
    • Yang, B.1    Xu, W.2    Yao, W.3
  • 37
    • 0032590403 scopus 로고    scopus 로고
    • Optimisation of building detection in satellite images by combining multispectral classification and texture filtering
    • Zhang, Y. 1999. "Optimisation of Building Detection in Satellite Images by Combining Multispectral Classification and Texture Filtering." ISPRS Journal of Photogrammetry and Remote Sensing 54 (1): 50-60. doi:10.1016/S0924-2716(98)00027-6.
    • (1999) ISPRS Journal of Photogrammetry and Remote Sensing , vol.54 , Issue.1 , pp. 50-60
    • Zhang, Y.1
  • 38
    • 84862809588 scopus 로고    scopus 로고
    • Mathematical morphology-based generalization of complex 3d building models incorporating semantic relationships
    • Zhao, J., Q. Zhu., Z. Du., T. Feng, and Y. Zhang. 2012. "Mathematical Morphology-Based Generalization of Complex 3D Building Models Incorporating Semantic Relationships." ISPRS Journal of Photogrammetry and Remote Sensing 68: 95-111. doi:10.1016/j. isprsjprs.2012.01.002.
    • (2012) ISPRS Journal of Photogrammetry and Remote Sensing , vol.68 , pp. 95-111
    • Zhao, J.1    Zhu, Q.2    Du, Z.3    Feng, T.4    Zhang, Y.5
  • 39
    • 84877749226 scopus 로고    scopus 로고
    • Building detection from urban SAR image using building characteristics and contextual information
    • Zhao, L., X. Zhou, and G. Kuang. 2013. "Building Detection from Urban SAR Image Using Building Characteristics and Contextual Information." EURASIP Journal on Advances in Signal Processing 2013 (1): 1-16. doi:10.1186/1687-6180-2013-56.
    • (2013) EURASIP Journal on Advances in Signal Processing , vol.2013 , Issue.1 , pp. 1-16
    • Zhao, L.1    Zhou, X.2    Kuang, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.