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Volumn 49, Issue , 2015, Pages 47-57

Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas

Author keywords

3D scene analysis; Classification; Feature; Large scale; Point cloud; Urban

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL EFFICIENCY; EFFICIENCY; SEMANTICS; THREE DIMENSIONAL COMPUTER GRAPHICS;

EID: 84938196422     PISSN: 00978493     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cag.2015.01.006     Document Type: Article
Times cited : (133)

References (76)
  • 2
    • 84888414464 scopus 로고    scopus 로고
    • Complete residential urban area reconstruction from dense aerial lidar point clouds
    • Q.Y. Zhou, and U. Neumann Complete residential urban area reconstruction from dense aerial lidar point clouds Graph Model 75 3 2013 118 125
    • (2013) Graph Model , vol.75 , Issue.3 , pp. 118-125
    • Zhou, Q.Y.1    Neumann, U.2
  • 3
    • 84877325992 scopus 로고    scopus 로고
    • Surface reconstruction through point set structuring
    • F. Lafarge, and P. Alliez Surface reconstruction through point set structuring Comput Graph Forum 32 2 2013 225 234
    • (2013) Comput Graph Forum , vol.32 , Issue.2 , pp. 225-234
    • Lafarge, F.1    Alliez, P.2
  • 4
    • 77956371180 scopus 로고    scopus 로고
    • Non-local scan consolidation for 3d urban scenes
    • [Article no. 94]
    • Q. Zheng, A. Sharf, G. Wan, Y. Li, N.J. Mitra, D. Cohen-Or, and et al. Non-local scan consolidation for 3d urban scenes ACM Trans Graph 29 4 2010 1 9 [Article no. 94]
    • (2010) ACM Trans Graph , vol.29 , Issue.4 , pp. 1-9
    • Zheng, Q.1    Sharf, A.2    Wan, G.3    Li, Y.4    Mitra, N.J.5    Cohen-Or, D.6
  • 5
    • 84893297783 scopus 로고    scopus 로고
    • Coupled structure-from-motion and 3d symmetry detection for urban facades
    • D. Ceylan, N.J. Mitra, Y. Zheng, and M. Pauly Coupled structure-from-motion and 3d symmetry detection for urban facades ACM Trans Graph 33 1 2014 2:1 15
    • (2014) ACM Trans Graph , vol.33 , Issue.1 , pp. 21-15
    • Ceylan, D.1    Mitra, N.J.2    Zheng, Y.3    Pauly, M.4
  • 6
    • 84355162992 scopus 로고    scopus 로고
    • Recognizing basic structures from mobile laser scanning data for road inventory studies
    • S. Pu, M. Rutzinger, G. Vosselman, and S. Oude Elberink Recognizing basic structures from mobile laser scanning data for road inventory studies ISPRS J Photogramm Remote Sens 66 6 2011 S28 S39
    • (2011) ISPRS J Photogramm Remote Sens , vol.66 , Issue.6 , pp. S28-S39
    • Pu, S.1    Rutzinger, M.2    Vosselman, G.3    Oude Elberink, S.4
  • 8
    • 85016802252 scopus 로고    scopus 로고
    • Eigenvalue and graph-based object extraction from mobile laser scanning point clouds
    • M. Bremer, V. Wichmann, and M. Rutzinger Eigenvalue and graph-based object extraction from mobile laser scanning point clouds ISPRS Ann Photogramm Remote Sens Spat Inf Sci II-5/W2 2013 55 60
    • (2013) ISPRS Ann Photogramm Remote Sens Spat Inf Sci , vol.2-5 , Issue.W2 , pp. 55-60
    • Bremer, M.1    Wichmann, V.2    Rutzinger, M.3
  • 9
    • 84902327579 scopus 로고    scopus 로고
    • Detection, segmentation and classification of 3d urban objects using mathematical morphology and supervised learning
    • A. Serna, and B. Marcotegui Detection, segmentation and classification of 3d urban objects using mathematical morphology and supervised learning ISPRS J Photogramm Remote Sens 93 2014 243 255
    • (2014) ISPRS J Photogramm Remote Sens , vol.93 , pp. 243-255
    • Serna, A.1    Marcotegui, B.2
  • 10
    • 84355162174 scopus 로고    scopus 로고
    • Extracting roads from dense point clouds in large scale urban environment
    • A. Boyko, and T. Funkhouser Extracting roads from dense point clouds in large scale urban environment ISPRS J Photogramm Remote Sens 66 6 2011 S02 S12
    • (2011) ISPRS J Photogramm Remote Sens , vol.66 , Issue.6 , pp. S02-S12
    • Boyko, A.1    Funkhouser, T.2
  • 11
    • 84864504859 scopus 로고    scopus 로고
    • Mapping curbstones in airborne and mobile laser scanning data
    • L. Zhou, and G. Vosselman Mapping curbstones in airborne and mobile laser scanning data Int J Appl Earth Obs Geoinf 18 1 2012 293 304
    • (2012) Int J Appl Earth Obs Geoinf , vol.18 , Issue.1 , pp. 293-304
    • Zhou, L.1    Vosselman, G.2
  • 13
    • 84881240825 scopus 로고    scopus 로고
    • Urban accessibility diagnosis from mobile laser scanning data
    • A. Serna, and B. Marcotegui Urban accessibility diagnosis from mobile laser scanning data ISPRS J Photogramm Remote Sens 84 2013 23 32
    • (2013) ISPRS J Photogramm Remote Sens , vol.84 , pp. 23-32
    • Serna, A.1    Marcotegui, B.2
  • 14
    • 84924283236 scopus 로고    scopus 로고
    • Random forests based multiple classifier system for power-line scene classification
    • H.B. Kim, and G. Sohn Random forests based multiple classifier system for power-line scene classification Int Arch Photogramm Remote Sens Spat Inf Sci XXXVIII-5/W12 2011 253 258
    • (2011) Int Arch Photogramm Remote Sens Spat Inf Sci , vol.38 , Issue.W12 , pp. 253-258
    • Kim, H.B.1    Sohn, G.2
  • 15
    • 84865356788 scopus 로고    scopus 로고
    • Automatic extraction of Manhattan-world building masses from 3d laser range scans
    • C.A. Vanegas, D.G. Aliaga, and B. Benes Automatic extraction of Manhattan-world building masses from 3d laser range scans IEEE Trans Vis Comput Graph 18 10 2012 1627 1637
    • (2012) IEEE Trans Vis Comput Graph , vol.18 , Issue.10 , pp. 1627-1637
    • Vanegas, C.A.1    Aliaga, D.G.2    Benes, B.3
  • 17
    • 84860499329 scopus 로고    scopus 로고
    • Creating large-scale city models from 3d-point clouds: A robust approach with hybrid representation
    • F. Lafarge, and C. Mallet Creating large-scale city models from 3d-point clouds: a robust approach with hybrid representation Int J Comput Vis 99 1 2012 69 85
    • (2012) Int J Comput Vis , vol.99 , Issue.1 , pp. 69-85
    • Lafarge, F.1    Mallet, C.2
  • 19
    • 84882800992 scopus 로고    scopus 로고
    • Semantizing complex 3d scenes using constrained attribute grammars
    • A. Boulch, S. Houllier, R. Marlet, and O. Tournaire Semantizing complex 3d scenes using constrained attribute grammars Comput Graph Forum 32 5 2013 33 42
    • (2013) Comput Graph Forum , vol.32 , Issue.5 , pp. 33-42
    • Boulch, A.1    Houllier, S.2    Marlet, R.3    Tournaire, O.4
  • 21
    • 84889654522 scopus 로고    scopus 로고
    • Contextual classification of lidar data and building object detection in urban areas
    • J. Niemeyer, F. Rottensteiner, and U. Soergel Contextual classification of lidar data and building object detection in urban areas ISPRS J Photogramm Remote Sens 87 2014 152 165
    • (2014) ISPRS J Photogramm Remote Sens , vol.87 , pp. 152-165
    • Niemeyer, J.1    Rottensteiner, F.2    Soergel, U.3
  • 27
    • 85021753184 scopus 로고    scopus 로고
    • Feature relevance assessment for the semantic interpretation of 3d point cloud data
    • M. Weinmann, B. Jutzi, and C. Mallet Feature relevance assessment for the semantic interpretation of 3d point cloud data ISPRS Ann Photogramm Remote Sens Spat Inf Sci II-5/W2 2013 313 318
    • (2013) ISPRS Ann Photogramm Remote Sens Spat Inf Sci , vol.2-5 , Issue.W2 , pp. 313-318
    • Weinmann, M.1    Jutzi, B.2    Mallet, C.3
  • 28
    • 84973251040 scopus 로고    scopus 로고
    • Semantic 3d scene interpretation: A framework combining optimal neighborhood size selection with relevant features
    • M. Weinmann, B. Jutzi, and C. Mallet Semantic 3d scene interpretation: a framework combining optimal neighborhood size selection with relevant features ISPRS Ann Photogramm Remote Sens Spat Inf Sci II-3 2014 181 188
    • (2014) ISPRS Ann Photogramm Remote Sens Spat Inf Sci , vol.3 II- , pp. 181-188
    • Weinmann, M.1    Jutzi, B.2    Mallet, C.3
  • 29
    • 78650741470 scopus 로고    scopus 로고
    • Airborne lidar feature selection for urban classification using random forests
    • N. Chehata, L. Guo, and C. Mallet Airborne lidar feature selection for urban classification using random forests Int Arch Photogramm Remote Sens Spat Inf Sci XXXVIII-3/W8 2009 207 212
    • (2009) Int Arch Photogramm Remote Sens Spat Inf Sci , vol.38 , Issue.W8 , pp. 207-212
    • Chehata, N.1    Guo, L.2    Mallet, C.3
  • 30
    • 84355166634 scopus 로고    scopus 로고
    • Relevance assessment of full-waveform lidar data for urban area classification
    • C. Mallet, F. Bretar, M. Roux, U. Soergel, and C. Heipke Relevance assessment of full-waveform lidar data for urban area classification ISPRS J Photogramm Remote Sens 66 6 2011 S71 S84
    • (2011) ISPRS J Photogramm Remote Sens , vol.66 , Issue.6 , pp. S71-S84
    • Mallet, C.1    Bretar, F.2    Roux, M.3    Soergel, U.4    Heipke, C.5
  • 32
    • 0032685832 scopus 로고    scopus 로고
    • Using spin images for efficient object recognition in cluttered 3d scenes
    • A.E. Johnson, and M. Hebert Using spin images for efficient object recognition in cluttered 3d scenes IEEE Trans Pattern Anal Mach Intell 21 5 1999 433 449
    • (1999) IEEE Trans Pattern Anal Mach Intell , vol.21 , Issue.5 , pp. 433-449
    • Johnson, A.E.1    Hebert, M.2
  • 36
    • 84973267020 scopus 로고    scopus 로고
    • Shape distribution features for point cloud analysis - A geometric histogram approach on multiple scales
    • R. Blomley, M. Weinmann, J. Leitloff, and B. Jutzi Shape distribution features for point cloud analysis - a geometric histogram approach on multiple scales ISPRS Ann Photogramm Remote Sens Spat Inf Sci II-3 2014 9 16
    • (2014) ISPRS Ann Photogramm Remote Sens Spat Inf Sci , vol.3 II- , pp. 9-16
    • Blomley, R.1    Weinmann, M.2    Leitloff, J.3    Jutzi, B.4
  • 38
    • 84875786689 scopus 로고    scopus 로고
    • Nearest neighbour classification on laser point clouds to gain object structures from buildings
    • B. Jutzi, and H. Gross Nearest neighbour classification on laser point clouds to gain object structures from buildings Int Arch Photogramm Remote Sens Spat Inf Sci XXXVIII-1-4-7/W5 2009
    • (2009) Int Arch Photogramm Remote Sens Spat Inf Sci , vol.38 , Issue.W5
    • Jutzi, B.1    Gross, H.2
  • 42
    • 84897983621 scopus 로고    scopus 로고
    • Classification of airborne laser scanning data using JointBoost
    • B. Guo, X. Huang, F. Zhang, and G. Sohn Classification of airborne laser scanning data using JointBoost ISPRS J Photogramm Remote Sens 92 2014 124 136
    • (2014) ISPRS J Photogramm Remote Sens , vol.92 , pp. 124-136
    • Guo, B.1    Huang, X.2    Zhang, F.3    Sohn, G.4
  • 47
    • 0141504430 scopus 로고    scopus 로고
    • Multi-scale feature extraction on point-sampled surfaces
    • M. Pauly, R. Keiser, and M. Gross Multi-scale feature extraction on point-sampled surfaces Comput Graph Forum 22 3 2003 281 289
    • (2003) Comput Graph Forum , vol.22 , Issue.3 , pp. 281-289
    • Pauly, M.1    Keiser, R.2    Gross, M.3
  • 48
    • 84975457964 scopus 로고    scopus 로고
    • Classification and segmentation of terrestrial laser scanner point clouds using local variance information
    • D. Belton, and D.D. Lichti Classification and segmentation of terrestrial laser scanner point clouds using local variance information Int Arch Photogramm Remote Sens Spat Inf Sci XXXVI-5 2006 44 49
    • (2006) Int Arch Photogramm Remote Sens Spat Inf Sci , vol.5 XXXVI- , pp. 44-49
    • Belton, D.1    Lichti, D.D.2
  • 50
    • 84857315359 scopus 로고    scopus 로고
    • 3d terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: Applications in geomorphology
    • N. Brodu, and D. Lague 3d terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: applications in geomorphology ISPRS J Photogramm Remote Sens 68 2012 121 134
    • (2012) ISPRS J Photogramm Remote Sens , vol.68 , pp. 121-134
    • Brodu, N.1    Lague, D.2
  • 52
    • 84890816027 scopus 로고    scopus 로고
    • Multiple-entity based classification of airborne laser scanning data in urban areas
    • S. Xu, G. Vosselman, and S. Oude Elberink Multiple-entity based classification of airborne laser scanning data in urban areas ISPRS J Photogramm Remote Sens 88 2014 1 15
    • (2014) ISPRS J Photogramm Remote Sens , vol.88 , pp. 1-15
    • Xu, S.1    Vosselman, G.2    Oude Elberink, S.3
  • 53
    • 34247376505 scopus 로고    scopus 로고
    • Tree detection in urban regions using aerial lidar and image data
    • J. Secord, and A. Zakhor Tree detection in urban regions using aerial lidar and image data IEEE Geosci Remote Sens Lett 4 2 2007 196 200
    • (2007) IEEE Geosci Remote Sens Lett , vol.4 , Issue.2 , pp. 196-200
    • Secord, J.1    Zakhor, A.2
  • 58
    • 84869491579 scopus 로고    scopus 로고
    • An overview and comparison of smooth labeling methods for land-cover classification
    • K. Schindler An overview and comparison of smooth labeling methods for land-cover classification IEEE Trans Geosci Remote Sens 50 11 2012 4534 4545
    • (2012) IEEE Trans Geosci Remote Sens , vol.50 , Issue.11 , pp. 4534-4545
    • Schindler, K.1
  • 60
    • 27444443641 scopus 로고    scopus 로고
    • Neighborhood systems for airborne laser data
    • S. Filin, and N. Pfeifer Neighborhood systems for airborne laser data Photogramm Eng Remote Sens 71 6 2005 743 755
    • (2005) Photogramm Eng Remote Sens , vol.71 , Issue.6 , pp. 743-755
    • Filin, S.1    Pfeifer, N.2
  • 62
    • 84945709355 scopus 로고
    • An algorithm for finding best matches in logarithmic expected time
    • J.H. Friedman, J.L. Bentley, and R.A. Finkel An algorithm for finding best matches in logarithmic expected time ACM Trans Math Softw 3 3 1977 209 226
    • (1977) ACM Trans Math Softw , vol.3 , Issue.3 , pp. 209-226
    • Friedman, J.H.1    Bentley, J.L.2    Finkel, R.A.3
  • 64
    • 0032201716 scopus 로고    scopus 로고
    • An optimal algorithm for approximate nearest neighbor searching in fixed dimensions
    • S. Arya, D.M. Mount, N.S. Netanyahu, R. Silverman, and A.Y. Wu An optimal algorithm for approximate nearest neighbor searching in fixed dimensions J ACM 45 6 1998 891 923
    • (1998) J ACM , vol.45 , Issue.6 , pp. 891-923
    • Arya, S.1    Mount, D.M.2    Netanyahu, N.S.3    Silverman, R.4    Wu, A.Y.5
  • 67
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • C.E. Shannon A mathematical theory of communication Bell Syst Tech J 27 3 1948 379 423
    • (1948) Bell Syst Tech J , vol.27 , Issue.3 , pp. 379-423
    • Shannon, C.E.1
  • 68
    • 84893332482 scopus 로고    scopus 로고
    • Trees detection from laser point clouds acquired in dense urban areas by a mobile mapping system
    • F. Monnier, B. Vallet, and B. Soheilian Trees detection from laser point clouds acquired in dense urban areas by a mobile mapping system ISPRS Ann Photogramm Remote Sens Spat Inf Sci I-3 2012 245 250
    • (2012) ISPRS Ann Photogramm Remote Sens Spat Inf Sci , vol.3 I- , pp. 245-250
    • Monnier, F.1    Vallet, B.2    Soheilian, B.3
  • 69
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman Bagging predictors Mach Learn 24 2 1996 123 140
    • (1996) Mach Learn , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 70
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • B. Efron Bootstrap methods: another look at the jackknife Ann Stat 7 1 1979 1 26
    • (1979) Ann Stat , vol.7 , Issue.1 , pp. 1-26
    • Efron, B.1
  • 71
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman Random forests Mach Learn 45 1 2001 5 32
    • (2001) Mach Learn , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 75


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.