메뉴 건너뛰기




Volumn 8, Issue 5, 2015, Pages 2125-2137

Object-Based 3-D Building Change Detection on Multitemporal Stereo Images

Author keywords

Change indicator (CI); classification; decision tree analysis; digital surface model; random forest; support vector machine; three dimensional (3 D) change detection

Indexed keywords

BUILDINGS; CLASSIFICATION (OF INFORMATION); DECISION TREES; OBJECT DETECTION; SIGNAL DETECTION; SUPPORT VECTOR MACHINES; TRAFFIC SIGNS;

EID: 85027933824     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2015.2424275     Document Type: Article
Times cited : (63)

References (42)
  • 1
    • 0036221284 scopus 로고    scopus 로고
    • A comparison of methods for monitoring multitemporal vegetation change using thematic mapper imagery
    • J. Rogan, J. Franklin, and D. A. Roberts, "A comparison of methods for monitoring multitemporal vegetation change using thematic mapper imagery, " Remote Sens. Environ., vol. 80, pp. 143-156, 2002.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 143-156
    • Rogan, J.1    Franklin, J.2    Roberts, D.A.3
  • 2
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?
    • C. Song, C. E.Woodcock, K. C. Seto, M. P. Lenney, and S. A.Macomber, "Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?, " Remote Sens. Environ., vol. 75, pp. 230-244, 2001.
    • (2001) Remote Sens. Environ. , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    MacOmber, S.A.5
  • 3
    • 84881186865 scopus 로고    scopus 로고
    • A coarse elevation map-based registration method for super-resolution of three-line scanner images
    • R. Qin, J. Gong, H. Li, and X. Huang, "A coarse elevation map-based registration method for super-resolution of three-line scanner images, " Photogramm. Eng. Remote Sens., vol. 79, pp. 717-730, 2013.
    • (2013) Photogramm. Eng. Remote Sens. , vol.79 , pp. 717-730
    • Qin, R.1    Gong, J.2    Li, H.3    Huang, X.4
  • 5
    • 72949088834 scopus 로고    scopus 로고
    • Automatic change detection of buildings in urban environment from very high spatial resolution images using existing geodatabase and prior knowledge
    • M. Bouziani, K. Goïta, and D.-C. He, "Automatic change detection of buildings in urban environment from very high spatial resolution images using existing geodatabase and prior knowledge, " ISPRS J. Photogramm. Remote Sens., vol. 65, pp. 143-153, 2010.
    • (2010) ISPRS J. Photogramm. Remote Sens. , vol.65 , pp. 143-153
    • Bouziani, M.1    Goïta, K.2    He, D.-C.3
  • 6
    • 37549015676 scopus 로고    scopus 로고
    • Stereo processing by semiglobal matching and mutual information
    • H. Hirschmüller, "Stereo processing by semiglobal matching and mutual information, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, pp. 328-341, 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , pp. 328-341
    • Hirschmüller, H.1
  • 8
    • 84858305515 scopus 로고    scopus 로고
    • Development and status of image matching in photogrammetry
    • A. Gruen, "Development and status of image matching in photogrammetry, " Photogramm. Rec., vol. 27, pp. 36-57, 2012.
    • (2012) Photogramm. Rec. , vol.27 , pp. 36-57
    • Gruen, A.1
  • 9
    • 84907452177 scopus 로고    scopus 로고
    • An object-based hierarchical method for change detection using unmanned aerial vehicle images
    • R. Qin, "An object-based hierarchical method for change detection using unmanned aerial vehicle images, " Remote Sens., vol. 6, pp. 7911-7932, 2014.
    • (2014) Remote Sens. , vol.6 , pp. 7911-7932
    • Qin, R.1
  • 10
    • 84894240513 scopus 로고    scopus 로고
    • 3D change detection at street level using mobile laser scanning point clouds and terrestrial images
    • R. Qin and A. Gruen, "3D change detection at street level using mobile laser scanning point clouds and terrestrial images, " ISPRS J. Photogramm. Remote Sens., vol. 90, pp. 23-35, 2014.
    • (2014) ISPRS J. Photogramm. Remote Sens. , vol.90 , pp. 23-35
    • Qin, R.1    Gruen, A.2
  • 11
    • 76749170473 scopus 로고    scopus 로고
    • Automated updating of building data bases from digital surface models and multi-spectral images: Potential and limitations
    • F. Rottensteiner, "Automated updating of building data bases from digital surface models and multi-spectral images: Potential and limitations, " Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., vol. 37, pp. 265-270, 2008.
    • (2008) Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. , vol.37 , pp. 265-270
    • Rottensteiner, F.1
  • 12
    • 84875796536 scopus 로고    scopus 로고
    • Region-based automatic building and forest change detection on Cartosat-1 stereo imagery
    • J. Tian, P. Reinartz, P. d'Angelo, and M. Ehlers, "Region-based automatic building and forest change detection on Cartosat-1 stereo imagery, " ISPRS J. Photogramm. Remote Sens., vol. 79, pp. 226-239, 2013.
    • (2013) ISPRS J. Photogramm. Remote Sens. , vol.79 , pp. 226-239
    • Tian, J.1    Reinartz, P.2    D'Angelo, P.3    Ehlers, M.4
  • 14
    • 80052635588 scopus 로고    scopus 로고
    • Towards automatic 3D change detection inside urban areas by combining height and shape information
    • H. Chaabouni-Chouayakh and P. Reinartz, "Towards automatic 3D change detection inside urban areas by combining height and shape information, " Photogramm. Fernerkundung Geoinf., vol. 2011, pp. 205-217, 2011.
    • (2011) Photogramm. Fernerkundung Geoinf. , vol.2011 , pp. 205-217
    • Chaabouni-Chouayakh, H.1    Reinartz, P.2
  • 16
    • 0032004851 scopus 로고    scopus 로고
    • Change vector analysis: A technique for the multispectral monitoring of land cover and condition
    • R. D. Johnson and E. Kasischke, "Change vector analysis: A technique for the multispectral monitoring of land cover and condition, " Int. J. Remote Sens., vol. 19, pp. 411-426, 1998.
    • (1998) Int. J. Remote Sens. , vol.19 , pp. 411-426
    • Johnson, R.D.1    Kasischke, E.2
  • 17
    • 0004209735 scopus 로고
    • Princeton NJ USA: Princeton University Press
    • G. Shafer, A Mathematical Theory of Evidence. Princeton, NJ, USA: Princeton University Press, 1976, vol. 1.
    • (1976) A Mathematical Theory of Evidence , vol.1
    • Shafer, G.1
  • 18
    • 84890425349 scopus 로고    scopus 로고
    • Building change detection based on satellite stereo imagery and digital surface models
    • Jan.
    • J. Tian, S. Cui, and P. Reinartz, "Building change detection based on satellite stereo imagery and digital surface models, " IEEE Trans. Geosci. Remote Sens., vol. 52, no. 1, pp. 406-417, Jan. 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens. , vol.52 , Issue.1 , pp. 406-417
    • Tian, J.1    Cui, S.2    Reinartz, P.3
  • 19
    • 84907063590 scopus 로고    scopus 로고
    • Change detection on LOD 2 building models with very high resolution spaceborne stereo imagery
    • R. Qin, "Change detection on LOD 2 building models with very high resolution spaceborne stereo imagery, " ISPRS J. Photogramm. Remote Sens., vol. 96, pp. 179-192, 2014.
    • (2014) ISPRS J. Photogramm. Remote Sens. , vol.96 , pp. 179-192
    • Qin, R.1
  • 21
    • 19344363984 scopus 로고    scopus 로고
    • Least squares 3D surface and curve matching
    • A. Gruen and D. Akca, "Least squares 3D surface and curve matching, " ISPRS J. Photogramm. Remote Sens., vol. 59, pp. 151-174, 2005.
    • (2005) ISPRS J. Photogramm. Remote Sens. , vol.59 , pp. 151-174
    • Gruen, A.1    Akca, D.2
  • 22
    • 41449092362 scopus 로고    scopus 로고
    • Assessing changes of forest area and shrub encroachment in a mire ecosystem using digital surface models and CIR aerial images
    • L.Waser et al., "Assessing changes of forest area and shrub encroachment in a mire ecosystem using digital surface models and CIR aerial images, " Remote Sens. Environ., vol. 112, pp. 1956-1968, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 1956-1968
    • Waser, L.1
  • 23
    • 79551673232 scopus 로고    scopus 로고
    • Information fusion of aerial images and LIDAR data in urban areas: Vector-stacking, re-classification and post-processing approaches
    • X. Huang, L. Zhang, and W. Gong, "Information fusion of aerial images and LIDAR data in urban areas: Vector-stacking, re-classification and post-processing approaches, " Int. J. Remote Sens., vol. 32, pp. 69-84, 2011.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 69-84
    • Huang, X.1    Zhang, L.2    Gong, W.3
  • 24
    • 0032319446 scopus 로고    scopus 로고
    • Bilateral filtering for gray and color images
    • C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images, " in Proc. Int. Conf. Comput. Vis. 1998, pp. 839-846.
    • (1998) Proc. Int. Conf. Comput. Vis. , pp. 839-846
    • Tomasi, C.1    Manduchi, R.2
  • 25
    • 24644470637 scopus 로고    scopus 로고
    • Accurate and efficient stereo processing by semi-global matching and mutual information
    • H. Hirschmüller, "Accurate and efficient stereo processing by semi-global matching and mutual information, " in Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recog., 2005, pp. 807-814.
    • (2005) Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recog. , pp. 807-814
    • Hirschmüller, H.1
  • 27
    • 67651002632 scopus 로고    scopus 로고
    • Evaluation of stereo matching costs on images with radiometric differences
    • Sep.
    • H. Hirschmüller and D. Scharstein, "Evaluation of stereo matching costs on images with radiometric differences, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 9, pp. 1582-1599, Sep. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.9 , pp. 1582-1599
    • Hirschmüller, H.1    Scharstein, D.2
  • 29
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • May
    • D. Comaniciu and P.Meer, "Mean shift: A robust approach toward feature space analysis, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 5, pp. 603-619, May 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 30
    • 0022808786 scopus 로고
    • A computational approach to edge detection
    • Nov.
    • J. Canny, "A computational approach to edge detection, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 8, no. 6, pp. 679-698, Nov. 1986.
    • (1986) IEEE Trans. Pattern Anal. Mach. Intell. , vol.8 , Issue.6 , pp. 679-698
    • Canny, J.1
  • 31
    • 85027952636 scopus 로고    scopus 로고
    • A mean shift vector-based shape feature for classification of high spatial resolution remotely sensed imagery
    • Oct.
    • R. Qin, "A mean shift vector-based shape feature for classification of high spatial resolution remotely sensed imagery, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 99, pp. 1-12, Oct. 2015. doi: 10.1109/JSTARS.2014.2357832.
    • (2015) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.99 , pp. 1-12
    • Qin, R.1
  • 32
    • 84863284935 scopus 로고    scopus 로고
    • Morphological building/shadow index for building extraction from high-resolution imagery over urban areas
    • Feb.
    • X. Huang and L. Zhang, "Morphological building/shadow index for building extraction from high-resolution imagery over urban areas, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 1, pp. 161-172, Feb. 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.5 , Issue.1 , pp. 161-172
    • Huang, X.1    Zhang, L.2
  • 33
    • 84907063378 scopus 로고    scopus 로고
    • A hierarchical building detection method for very high resolution remotely sensed images combined with DSM using graph cut optimization
    • R. Qin and W. Fang, "A hierarchical building detection method for very high resolution remotely sensed images combined with DSM using graph cut optimization, " Photogramm. Eng. Remote Sens., vol. 80, pp. 37-48, 2014.
    • (2014) Photogramm. Eng. Remote Sens. , vol.80 , pp. 37-48
    • Qin, R.1    Fang, W.2
  • 34
    • 0027576716 scopus 로고
    • Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms
    • Apr.
    • L. Vincent, "Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms, " IEEE Trans. Image Process., vol. 2, no. 2, pp. 176-201, Apr. 1993.
    • (1993) IEEE Trans. Image Process. , vol.2 , Issue.2 , pp. 176-201
    • Vincent, L.1
  • 38
    • 84890425349 scopus 로고    scopus 로고
    • Building change detection based on satellite stereo imagery and digital surface models
    • Jan.
    • J. Tian, S. Cui, and P. Reinartz, "Building change detection based on satellite stereo imagery and digital surface models, " IEEE Trans. Geosci. Remote Sens., vol. 52, no. 1, pp. 406-417, Jan. 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens. , vol.52 , Issue.1 , pp. 406-417
    • Tian, J.1    Cui, S.2    Reinartz, P.3
  • 39
    • 11944266539 scopus 로고
    • Information theory and statistical mechanics
    • E. T. Jaynes, "Information theory and statistical mechanics, " Phys. Rev., vol. 106, p. 620, 1957.
    • (1957) Phys. Rev. , vol.106 , pp. 620
    • Jaynes, E.T.1
  • 40
    • 84924241036 scopus 로고    scopus 로고
    • Swisstopo accessed on Jul. 23, 2014.
    • Swisstopo. (2014). Aerial Photographs and Satellite Images[Online]. Available: http://www.swisstopo.admin.ch/internet/swisstopo/en/home/services/images.html, accessed on Jul. 23, 2014.
    • (2014) Aerial Photographs and Satellite Images
  • 41
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests, " Mach. Learn., vol. 45, pp. 5-32, 2001.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.