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Volumn 88, Issue , 2014, Pages 28-40

Automatic registration of optical imagery with 3D LiDAR data using statistical similarity

Author keywords

LiDAR; Mutual Information; Optical imagery; Point cloud; Registration

Indexed keywords

AERIAL PHOTOGRAPHY; IMAGE PROCESSING; REMOTE SENSING; THREE DIMENSIONAL;

EID: 84890815583     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2013.11.015     Document Type: Article
Times cited : (98)

References (57)
  • 1
    • 0345315149 scopus 로고
    • Direct linear transformation from comparator coordinates into object space coordinates in close-range photogrammetry. In: Proc. ASP Symposium on Close Range Photogrammetry
    • American Society of Photogrammetry, Falls Church, VA.
    • Abdel-Aziz, Y.I., Karara, H.M., 1971. Direct linear transformation from comparator coordinates into object space coordinates in close-range photogrammetry. In: Proc. ASP Symposium on Close Range Photogrammetry, American Society of Photogrammetry, Falls Church, VA.
    • (1971)
    • Abdel-Aziz, Y.I.1    Karara, H.M.2
  • 2
    • 33746929842 scopus 로고    scopus 로고
    • Automatic registration of terrestrial laser scanner data via imagery
    • Al-Manasir K., Fraser C.S. Automatic registration of terrestrial laser scanner data via imagery. Photogramm. Rec. 2006, 21(115):255-268.
    • (2006) Photogramm. Rec. , vol.21 , Issue.115 , pp. 255-268
    • Al-Manasir, K.1    Fraser, C.S.2
  • 3
    • 84864183141 scopus 로고    scopus 로고
    • Building detection in complex scenes thorough effective separation of buildings from trees
    • Awrangjeb M., Zhang C., Fraser C.S. Building detection in complex scenes thorough effective separation of buildings from trees. Photogramm. Eng. Rem. Sens. 2012, 78(7):729-745.
    • (2012) Photogramm. Eng. Rem. Sens. , vol.78 , Issue.7 , pp. 729-745
    • Awrangjeb, M.1    Zhang, C.2    Fraser, C.S.3
  • 4
    • 0032794143 scopus 로고    scopus 로고
    • A comparison between photogrammetry and laser scanning
    • Baltsavias E.P. A comparison between photogrammetry and laser scanning. ISPRS J. Photogramm. Rem. Sens. 1999, 54(2):83-94.
    • (1999) ISPRS J. Photogramm. Rem. Sens. , vol.54 , Issue.2 , pp. 83-94
    • Baltsavias, E.P.1
  • 5
    • 0032803298 scopus 로고    scopus 로고
    • Airborne laser scanning: basic relations and formulas
    • Baltsavias E.P. Airborne laser scanning: basic relations and formulas. ISPRS J. Photogramm. Rem. Sens. 1999, 54(2):199-214.
    • (1999) ISPRS J. Photogramm. Rem. Sens. , vol.54 , Issue.2 , pp. 199-214
    • Baltsavias, E.P.1
  • 8
    • 78651099501 scopus 로고    scopus 로고
    • Local multi-modal image matching based on self-similarity. In: Proc. IEEE International Conference on Image Processing (ICIP)
    • Hong Kong
    • Bodensteiner, C., Huebner, W., Juengling, K., Mueller, J., Arens, M., 2010. Local multi-modal image matching based on self-similarity. In: Proc. IEEE International Conference on Image Processing (ICIP), Hong Kong, pp. 937-940.
    • (2010) , pp. 937-940
    • Bodensteiner, C.1    Huebner, W.2    Juengling, K.3    Mueller, J.4    Arens, M.5
  • 9
    • 84856667884 scopus 로고    scopus 로고
    • Monocular camera trajectory optimization using LiDAR data. In: Proc. IEEE International Conference on Computer Vision Workshops (ICCV Workshops)
    • Barlcelona, Spain
    • Bodensteiner, C., Hubner, W., Jungling, K., Solbrig, P., Arens, M., 2011. Monocular camera trajectory optimization using LiDAR data. In: Proc. IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barlcelona, Spain, pp. 2018-2025.
    • (2011) , pp. 2018-2025
    • Bodensteiner, C.1    Hubner, W.2    Jungling, K.3    Solbrig, P.4    Arens, M.5
  • 10
    • 77955341825 scopus 로고    scopus 로고
    • Normalized measures of mutual information with general definitions of entropy for multimodal image registration. In: Biomedical Image Registration.
    • Springer Berlin Heidelberg
    • Cahill, N.D., 2010. Normalized measures of mutual information with general definitions of entropy for multimodal image registration. In: Biomedical Image Registration. Springer Berlin Heidelberg, pp. 258-268.
    • (2010) , pp. 258-268
    • Cahill, N.D.1
  • 11
    • 80051479202 scopus 로고    scopus 로고
    • Precise geometric registration of aerial imagery and LIDAR data
    • Choi K., Hong K., Lee I. Precise geometric registration of aerial imagery and LIDAR data. ETRI J. 2011, 33(4):506-516.
    • (2011) ETRI J. , vol.33 , Issue.4 , pp. 506-516
    • Choi, K.1    Hong, K.2    Lee, I.3
  • 12
    • 38149129850 scopus 로고    scopus 로고
    • Robust Multi-modal Image Registration based on Prior Joint Intensity Distributions and Minimization of Kullback-Leibler Distance
    • HKUST CES Technical, Report, CS07-01.
    • Chung, A.C.S., Gan, R., Wells, W.M., 2007. Robust Multi-modal Image Registration based on Prior Joint Intensity Distributions and Minimization of Kullback-Leibler Distance, HKUST CES Technical, Report, CS07-01.
    • (2007)
    • Chung, A.C.S.1    Gan, R.2    Wells, W.M.3
  • 13
    • 71949090384 scopus 로고    scopus 로고
    • Image-to-geometry registration: a mutual information method exploiting illumination-related geometric properties
    • Corsini M., Dellepiane M., Ponchio F., Scopigno R. Image-to-geometry registration: a mutual information method exploiting illumination-related geometric properties. Comput. Graph. Forum 2009, 28(7):1755-1764.
    • (2009) Comput. Graph. Forum , vol.28 , Issue.7 , pp. 1755-1764
    • Corsini, M.1    Dellepiane, M.2    Ponchio, F.3    Scopigno, R.4
  • 14
    • 84889281816 scopus 로고
    • Elements of Information Theory. Wiley Series in Telecommunications, John Wiley & Sons Inc., New York.
    • Cover, T.M., 1991. Elements of Information Theory. Wiley Series in Telecommunications, John Wiley & Sons Inc., New York.
    • (1991)
    • Cover, T.M.1
  • 16
    • 2142855588 scopus 로고    scopus 로고
    • A new approach for matching surfaces from laser scanners and optical sensors
    • Habib A., Schenk T. A new approach for matching surfaces from laser scanners and optical sensors. Int. Arch. Photogramm. Rem. Sens. Spatial Inform. Sci. 1999, 32(Part 3):55-61.
    • (1999) Int. Arch. Photogramm. Rem. Sens. Spatial Inform. Sci. , vol.32 , Issue.PART 3 , pp. 55-61
    • Habib, A.1    Schenk, T.2
  • 17
    • 84890809088 scopus 로고    scopus 로고
    • LIDAR data for photogrammetric georeferencing. In: Proc. Joint Workshop of ISPRS WG I/2, I/5 and IV/7, High Resolution Mapping from Space 2001
    • University of Hanover, Hanover, Germany (on CD-ROM).
    • Habib, A., Lee Y., Morgan, M., 2001. LIDAR data for photogrammetric georeferencing. In: Proc. Joint Workshop of ISPRS WG I/2, I/5 and IV/7, High Resolution Mapping from Space 2001, University of Hanover, Hanover, Germany (on CD-ROM).
    • (2001)
    • Habib, A.1    Lee, Y.2    Morgan, M.3
  • 18
    • 31444434396 scopus 로고    scopus 로고
    • Photogrammetric and LIDAR data registration using linear features
    • Habib A., Ghanma M., Morgan M., Al-Ruzouq R. Photogrammetric and LIDAR data registration using linear features. Photogramm. Eng. Rem. Sens. 2005, 71(6):699-707.
    • (2005) Photogramm. Eng. Rem. Sens. , vol.71 , Issue.6 , pp. 699-707
    • Habib, A.1    Ghanma, M.2    Morgan, M.3    Al-Ruzouq, R.4
  • 19
    • 77951802480 scopus 로고    scopus 로고
    • Automatic parameter selection for multimodal image registration
    • Hahn D., Daum V., Hornegger J. Automatic parameter selection for multimodal image registration. IEEE Trans. Med. Imaging 2010, 29(5):1140-1155.
    • (2010) IEEE Trans. Med. Imaging , vol.29 , Issue.5 , pp. 1140-1155
    • Hahn, D.1    Daum, V.2    Hornegger, J.3
  • 21
    • 84898475028 scopus 로고    scopus 로고
    • Estimating statistics in arbitrary regions of interest. In: Proc. 16th British Machine Vision Conference, Oxford
    • Kadir, T., Brady, M., 2005. Estimating statistics in arbitrary regions of interest. In: Proc. 16th British Machine Vision Conference, Oxford, vol. 2, pp. 589-598.
    • (2005) , vol.2 , pp. 589-598
    • Kadir, T.1    Brady, M.2
  • 22
    • 0036885193 scopus 로고    scopus 로고
    • Kernel density estimation with adaptive varying window size
    • Katkovnik V., Shmulevich I. Kernel density estimation with adaptive varying window size. Pattern Recogn. Lett. 2002, 23(14):1641-1648.
    • (2002) Pattern Recogn. Lett. , vol.23 , Issue.14 , pp. 1641-1648
    • Katkovnik, V.1    Shmulevich, I.2
  • 24
    • 55849091457 scopus 로고    scopus 로고
    • Registration of aerial imagery and aerial LiDAR data using centroids of plane roof surfaces as control information
    • Kwak T.S., Kim Y.I., Yu K.Y., Lee B.K. Registration of aerial imagery and aerial LiDAR data using centroids of plane roof surfaces as control information. KSCE J. Civ. Eng. 2006, 10(5):365-370.
    • (2006) KSCE J. Civ. Eng. , vol.10 , Issue.5 , pp. 365-370
    • Kwak, T.S.1    Kim, Y.I.2    Yu, K.Y.3    Lee, B.K.4
  • 25
    • 80051522769 scopus 로고    scopus 로고
    • Co-registration of aerial photos, ALS data and digital maps using linear features
    • Lee J.B., Yu K.Y. Co-registration of aerial photos, ALS data and digital maps using linear features. KOGSIS J. 2006, 14(4):37-44.
    • (2006) KOGSIS J. , vol.14 , Issue.4 , pp. 37-44
    • Lee, J.B.1    Yu, K.Y.2
  • 27
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe D.G. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 2004, 60(2):91-110.
    • (2004) Int. J. Comput. Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 29
    • 0033251944 scopus 로고    scopus 로고
    • Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information
    • Maes F., Vandermeulen D., Suetens P. Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information. Med. Image Anal. 1999, 3(4):373-386.
    • (1999) Med. Image Anal. , vol.3 , Issue.4 , pp. 373-386
    • Maes, F.1    Vandermeulen, D.2    Suetens, P.3
  • 30
    • 70450162313 scopus 로고    scopus 로고
    • Automatic registration of LIDAR and optical images of urban scenes. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    • Miami, FL.
    • Mastin, A., Kepner, J., Fisher, J., 2009. Automatic registration of LIDAR and optical images of urban scenes. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL. pp. 2639-2646.
    • (2009) , pp. 2639-2646
    • Mastin, A.1    Kepner, J.2    Fisher, J.3
  • 31
    • 84937351341 scopus 로고
    • Multivariate information transmission
    • McGill W. Multivariate information transmission. IRE Profess. Group Inform. Theor. 1954, 4(4):93-111.
    • (1954) IRE Profess. Group Inform. Theor. , vol.4 , Issue.4 , pp. 93-111
    • McGill, W.1
  • 32
    • 77953870194 scopus 로고    scopus 로고
    • Automatic extraction of control points for the registration of optical satellite and LiDAR images
    • Palenichka R.M., Zaremba M.B. Automatic extraction of control points for the registration of optical satellite and LiDAR images. IEEE Trans. Geosci. Remote Sens. 2010, 48(7):2864-2879.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.7 , pp. 2864-2879
    • Palenichka, R.M.1    Zaremba, M.B.2
  • 33
    • 85016196040 scopus 로고    scopus 로고
    • Automatic registration of multi-source data using mutual information. In: ISPRS Annals of the Photogrammetry
    • Remote Sensing and Spatial Information Sciences, vol. I-7. Melbourne, Australia
    • Parmehr, E.G., Zhang, C., Fraser, C.S., 2012. Automatic registration of multi-source data using mutual information. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. I-7. Melbourne, Australia, pp. 303-308.
    • (2012) , pp. 303-308
    • Parmehr, E.G.1    Zhang, C.2    Fraser, C.S.3
  • 34
    • 85015487621 scopus 로고    scopus 로고
    • Automatic registration of optical imagery with 3D lidar data using local combined mutual information. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. II-5/W2. Antalya, Turkey
    • Parmehr, E.G., Fraser, C.S., Zhang, C., Leach, J., 2013a. Automatic registration of optical imagery with 3D lidar data using local combined mutual information. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. II-5/W2. Antalya, Turkey, pp. 229-234.
    • (2013) , pp. 229-234
    • Parmehr, E.G.1    Fraser, C.S.2    Zhang, C.3    Leach, J.4
  • 35
    • 84897746507 scopus 로고    scopus 로고
    • An effective histogram binning for mutual information based registration of optical imagery and 3D LiDAR data. In: Proc. IEEE International Conference on Image Processing (ICIP)
    • Melbourne, Australia
    • Parmehr, E.G., Fraser, C.S., Zhang, C., Leach, J., 2013b. An effective histogram binning for mutual information based registration of optical imagery and 3D LiDAR data. In: Proc. IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, pp. 1286-1290.
    • (2013) , pp. 1286-1290
    • Parmehr, E.G.1    Fraser, C.S.2    Zhang, C.3    Leach, J.4
  • 36
    • 0043028206 scopus 로고    scopus 로고
    • Mutual-information-based registration of medical images: a survey
    • Pluim J.P.W., Maintz J.B.A., Viergever M.A. Mutual-information-based registration of medical images: a survey. IEEE Trans. Med. Imaging 2003, 22(8):986-1004.
    • (2003) IEEE Trans. Med. Imaging , vol.22 , Issue.8 , pp. 986-1004
    • Pluim, J.P.W.1    Maintz, J.B.A.2    Viergever, M.A.3
  • 38
    • 33845584160 scopus 로고    scopus 로고
    • A new method of probability density estimation with application to mutual information based image registration. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    • New York
    • Rajwade, A., Banerjee, A., Rangarajan, A., 2006. A new method of probability density estimation with application to mutual information based image registration. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York, pp. 1769-1776.
    • (2006) , pp. 1769-1776
    • Rajwade, A.1    Banerjee, A.2    Rangarajan, A.3
  • 40
    • 84855491719 scopus 로고    scopus 로고
    • Registration quality - toward integration of laser scanning and photogrammetry
    • 298p
    • Rönnholm P. Registration quality - toward integration of laser scanning and photogrammetry. Eur. Spatial Data Res. 2011, (59). 298p.
    • (2011) Eur. Spatial Data Res. , Issue.59
    • Rönnholm, P.1
  • 41
    • 85015536274 scopus 로고    scopus 로고
    • Registration of laser scanning point , and aerial images using either artificial or natural tie features. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. I-3, Melbourne, Australia
    • Rönnholm, R., Haggrén, H., 2012. Registration of laser scanning point clouds and aerial images using either artificial or natural tie features. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. I-3, Melbourne, Australia, pp. 63-68.
    • (2012) , pp. 63-68
    • Rönnholm, R.1    Haggrén, H.2
  • 42
    • 27744505497 scopus 로고    scopus 로고
    • Automatic generation of building models from LIDAR data and the integration of aerial images
    • Rottensteiner F., Briese C. Automatic generation of building models from LIDAR data and the integration of aerial images. Int. Arch. Photogramm. Rem. Sens. Spatial Inform. Sci. 2003, 34(Part 3):174-180.
    • (2003) Int. Arch. Photogramm. Rem. Sens. Spatial Inform. Sci. , vol.34 , Issue.PART 3 , pp. 174-180
    • Rottensteiner, F.1    Briese, C.2
  • 43
    • 84949587971 scopus 로고    scopus 로고
    • Fusion of LIDAR data and aerial imagery for a more complete surface description
    • Schenk T., Csathó B. Fusion of LIDAR data and aerial imagery for a more complete surface description. Int. Arch. Photogramm. Rem. Sens. Spatial Inform. Sci. 2002, 34(Part 3):310-317.
    • (2002) Int. Arch. Photogramm. Rem. Sens. Spatial Inform. Sci. , vol.34 , Issue.PART 3 , pp. 310-317
    • Schenk, T.1    Csathó, B.2
  • 44
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • Shannon C.E. A mathematical theory of communication. Bell Syst. Tech. J. 1948, 27:379.
    • (1948) Bell Syst. Tech. J. , vol.27 , pp. 379
    • Shannon, C.E.1
  • 45
    • 67649795310 scopus 로고    scopus 로고
    • Autonomous registration of LiDAR data to single aerial image. In: Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
    • Boston, MA
    • Shorter, N., Kasparis, T., 2008. Autonomous registration of LiDAR data to single aerial image. In: Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Boston, MA, pp. 216-219.
    • (2008) , pp. 216-219
    • Shorter, N.1    Kasparis, T.2
  • 46
    • 85015467365 scopus 로고    scopus 로고
    • Reliability in direct georeferencing: an overview of the current approaches and possibilities. In: Proc. International Calibration and Orientation Workshop, EuroCOW06, Castelldefels, Spain
    • Skaloud, J., 2006. Reliability in direct georeferencing: an overview of the current approaches and possibilities. In: Proc. International Calibration and Orientation Workshop, EuroCOW06, Castelldefels, Spain,14p.
    • (2006) , pp. 14
    • Skaloud, J.1
  • 47
    • 0041529506 scopus 로고    scopus 로고
    • The multiinformation function as a tool for measuring stochastic dependence
    • Springer, Netherlands
    • Studeny M., Vejnarova J. The multiinformation function as a tool for measuring stochastic dependence. Learning in Graphical Models 1998, 261-298. Springer, Netherlands.
    • (1998) Learning in Graphical Models , pp. 261-298
    • Studeny, M.1    Vejnarova, J.2
  • 48
    • 0032762144 scopus 로고    scopus 로고
    • An overlap invariant entropy measure of 3D medical image alignment
    • Studholme C., Hill D.L.G., Hawkes D.J. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recogn. 1999, 32(1):71-86.
    • (1999) Pattern Recogn. , vol.32 , Issue.1 , pp. 71-86
    • Studholme, C.1    Hill, D.L.G.2    Hawkes, D.J.3
  • 49
    • 76349122004 scopus 로고    scopus 로고
    • Mutual-information-based registration of TerraSAR-X and Ikonos imagery in urban areas
    • Suri S., Reinartz P. Mutual-information-based registration of TerraSAR-X and Ikonos imagery in urban areas. IEEE Trans. Geosci. Remote Sens. 2010, 48(2):939-949.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.2 , pp. 939-949
    • Suri, S.1    Reinartz, P.2
  • 50
    • 80054040672 scopus 로고    scopus 로고
    • Matching between different image domains. In: Photogrammetric Image Analysis, Munich, Germany
    • Toth, C., Ju, H., Grejner-Brzezinska, D., 2011. Matching between different image domains. In: Photogrammetric Image Analysis, Munich, Germany. pp. 37-47.
    • (2011) , pp. 37-47
    • Toth, C.1    Ju, H.2    Grejner-Brzezinska, D.3
  • 51
    • 0031221119 scopus 로고    scopus 로고
    • Alignment by maximization of mutual information
    • Viola P., Wells W.M. Alignment by maximization of mutual information. Int. J. Comput. Vision 1997, 24(2):137-154.
    • (1997) Int. J. Comput. Vision , vol.24 , Issue.2 , pp. 137-154
    • Viola, P.1    Wells, W.M.2
  • 52
    • 70450208147 scopus 로고    scopus 로고
    • A robust approach for automatic registration of aerial images with untextured aerial lidar data. In: Proc.
    • Miami, FL
    • Wang, L., Neumann, U., 2009. A robust approach for automatic registration of aerial images with untextured aerial lidar data. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, pp. 2623-2630.
    • (2009) IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pp. 2623-2630
    • Wang, L.1    Neumann, U.2
  • 53
    • 0345997703 scopus 로고
    • Information theoretical analysis of multivariate correlation
    • Watanabe S. Information theoretical analysis of multivariate correlation. IBM J. Res. Dev. 1960, 4(1):66-82.
    • (1960) IBM J. Res. Dev. , vol.4 , Issue.1 , pp. 66-82
    • Watanabe, S.1
  • 54
    • 56849123618 scopus 로고    scopus 로고
    • Efficient FFT-accelerated approach to invariant optical-LIDAR registration
    • Wong A., Orchard J. Efficient FFT-accelerated approach to invariant optical-LIDAR registration. IEEE Trans. Geosci. Remote Sens. 2008, 46(11):3917-3925.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.11 , pp. 3917-3925
    • Wong, A.1    Orchard, J.2
  • 55
    • 84923673143 scopus 로고    scopus 로고
    • Radiometric calibration of airborne lidar intensity data for land cover classification. In: Canadian Geomatics Conference 2010 and ISPRS COM I Symposium
    • Yan, W., Shaker, A., 2010. Radiometric calibration of airborne lidar intensity data for land cover classification. In: Canadian Geomatics Conference 2010 and ISPRS COM I Symposium, pp. 14-18.
    • (2010) , pp. 14-18
    • Yan, W.1    Shaker, A.2
  • 56
    • 33745727870 scopus 로고    scopus 로고
    • A method of merging aerial images and ground laser scans. In: Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
    • Seoul, Korea, 4p (on CD-ROM).
    • Zhang, A., Hu, S., Jin, X., Sun, W., 2005. A method of merging aerial images and ground laser scans. In: Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Seoul, Korea, 4p (on CD-ROM).
    • (2005)
    • Zhang, A.1    Hu, S.2    Jin, X.3    Sun, W.4
  • 57
    • 34047137071 scopus 로고    scopus 로고
    • A unified statistical and information theoretic framework for multi-modal image registration. In: Proc. Information Processing in Medical Imaging, Ambleside, UK
    • Zöllei, L., Fisher, J., Wells, W., 2003. A unified statistical and information theoretic framework for multi-modal image registration. In: Proc. Information Processing in Medical Imaging, Ambleside, UK, pp. 366-377.
    • (2003) , pp. 366-377
    • Zöllei, L.1    Fisher, J.2    Wells, W.3


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