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Volumn 346-347, Issue , 2016, Pages 163-179

A fast and robust local descriptor for 3D point cloud registration

Author keywords

3D point cloud registration; Feature matching; Local feature descriptor; Point correspondences; Self similar models

Indexed keywords

ALGORITHMS; ITERATIVE METHODS; STATISTICAL METHODS;

EID: 84964345549     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2016.01.095     Document Type: Article
Times cited : (210)

References (55)
  • 1
    • 84925667872 scopus 로고    scopus 로고
    • Fast and accurate surface alignment through an isometry-enforcing game
    • A. Albarelli, E. Rodolà, and A. Torsello Fast and accurate surface alignment through an isometry-enforcing game Pattern Recognit. 48 7 2015 2209 2226
    • (2015) Pattern Recognit. , vol.48 , Issue.7 , pp. 2209-2226
    • Albarelli, A.1    Rodolà, E.2    Torsello, A.3
  • 3
    • 84964328140 scopus 로고    scopus 로고
    • 3d object recognition based on local and global features using point cloud library
    • K. Alhamzi, M. Elmogy, and S. Barakat 3d object recognition based on local and global features using point cloud library Int. J. Adv. Comput. Technol. 7 3 2015 43
    • (2015) Int. J. Adv. Comput. Technol. , vol.7 , Issue.3 , pp. 43
    • Alhamzi, K.1    Elmogy, M.2    Barakat, S.3
  • 4
    • 33947573352 scopus 로고    scopus 로고
    • Content-based retrieval of 3-d objects using spin image signatures
    • J. Assfalg, M. Bertini, A.D. Bimbo, and P. Pala Content-based retrieval of 3-d objects using spin image signatures IEEE Trans. Multimed. 9 3 2007 589 599
    • (2007) IEEE Trans. Multimed. , vol.9 , Issue.3 , pp. 589-599
    • Assfalg, J.1    Bertini, M.2    Bimbo, A.D.3    Pala, P.4
  • 8
    • 0033220962 scopus 로고    scopus 로고
    • Ransac-based darces: A new approach to fast automatic registration of partially overlapping range images
    • C.S. Chen, Y.P. Hung, and J.B. Cheng Ransac-based darces: A new approach to fast automatic registration of partially overlapping range images IEEE Trans. Pattern Anal. Mach. Intell. 21 11 1999 1229 1234
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , Issue.11 , pp. 1229-1234
    • Chen, C.S.1    Hung, Y.P.2    Cheng, J.B.3
  • 9
    • 4544292420 scopus 로고
    • A graph matching approach to 3-d point correspondences
    • J.C. Cheng, and H.S. Don A graph matching approach to 3-d point correspondences Int. J. Pattern Recognit. Artif. Intell. 5 03 1991 399 412
    • (1991) Int. J. Pattern Recognit. Artif. Intell. , vol.5 , Issue.3 , pp. 399-412
    • Cheng, J.C.1    Don, H.S.2
  • 10
    • 0031246477 scopus 로고    scopus 로고
    • Point signatures: A new representation for 3d object recognition
    • C.S. Chua, and R. Jarvis Point signatures: A new representation for 3d object recognition Int. J. Comput. Vis. 25 1 1997 63 85
    • (1997) Int. J. Comput. Vis. , vol.25 , Issue.1 , pp. 63-85
    • Chua, C.S.1    Jarvis, R.2
  • 12
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography
    • M.A. Fischler, and R.C. Bolles Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography Commun. ACM 24 6 1981 381 395
    • (1981) Commun. ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 13
    • 0345377801 scopus 로고    scopus 로고
    • Robust registration of 2d and 3d point sets
    • A.W. Fitzgibbon Robust registration of 2d and 3d point sets Image Vis. Comput. 21 13 2003 1145 1153
    • (2003) Image Vis. Comput. , vol.21 , Issue.13 , pp. 1145-1153
    • Fitzgibbon, A.W.1
  • 14
    • 57649105545 scopus 로고    scopus 로고
    • Local 3d structure recognition in range images
    • A. Flint, A. Dick, and A. Van den Hengel Local 3d structure recognition in range images IET Comput. Vis. 2 4 2008 208 217
    • (2008) IET Comput. Vis. , vol.2 , Issue.4 , pp. 208-217
    • Flint, A.1    Dick, A.2    Van Den Hengel, A.3
  • 18
    • 84945531495 scopus 로고    scopus 로고
    • Discrete particle swarm optimization for high-order graph matching
    • M. Gong, Y. Wu, Q. Cai, W. Ma, A. Qin, Z. Wang, and L. Jiao Discrete particle swarm optimization for high-order graph matching Inf. Sci. 328 2016 158 171
    • (2016) Inf. Sci. , vol.328 , pp. 158-171
    • Gong, M.1    Wu, Y.2    Cai, Q.3    Ma, W.4    Qin, A.5    Wang, Z.6    Jiao, L.7
  • 19
    • 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. 59 3 2005 151 174
    • (2005) ISPRS J. Photogramm. Remote Sens. , vol.59 , Issue.3 , pp. 151-174
    • Gruen, A.1    Akca, D.2
  • 20
    • 84907828097 scopus 로고    scopus 로고
    • 3d object recognition in cluttered scenes with local surface features: A survey
    • Y. Guo, M. Bennamoun, F. Sohel, M. Lu, and J. Wan 3d object recognition in cluttered scenes with local surface features: A survey IEEE Trans. Pattern Anal. Mach. Intell. 36 11 2014 2270 2287
    • (2014) IEEE Trans. Pattern Anal. Mach. Intell. , vol.36 , Issue.11 , pp. 2270-2287
    • Guo, Y.1    Bennamoun, M.2    Sohel, F.3    Lu, M.4    Wan, J.5
  • 21
    • 85027934304 scopus 로고    scopus 로고
    • An integrated framework for 3-d modeling, object detection, and pose estimation from point-clouds
    • Y. Guo, M. Bennamoun, F. Sohel, M. Lu, and J. Wan An integrated framework for 3-d modeling, object detection, and pose estimation from point-clouds IEEE Trans. Instrum. Meas. 64 3 2015 683 693
    • (2015) IEEE Trans. Instrum. Meas. , vol.64 , Issue.3 , pp. 683-693
    • Guo, Y.1    Bennamoun, M.2    Sohel, F.3    Lu, M.4    Wan, J.5
  • 22
    • 84953637096 scopus 로고    scopus 로고
    • A comprehensive performance evaluation of 3d local feature descriptors
    • Y. Guo, M. Bennamoun, F. Sohel, M. Lu, J. Wan, and N.M. Kwok A comprehensive performance evaluation of 3d local feature descriptors Int. J. Comput. Vis. 116 1 2016 66 89
    • (2016) Int. J. Comput. Vis. , vol.116 , Issue.1 , pp. 66-89
    • Guo, Y.1    Bennamoun, M.2    Sohel, F.3    Lu, M.4    Wan, J.5    Kwok, N.M.6
  • 23
    • 84892886538 scopus 로고    scopus 로고
    • Rotational projection statistics for 3d local surface description and object recognition
    • Y. Guo, F. Sohel, M. Bennamoun, M. Lu, and J. Wan Rotational projection statistics for 3d local surface description and object recognition Int. J. Comput. Vis. 105 1 2013 63 86
    • (2013) Int. J. Comput. Vis. , vol.105 , Issue.1 , pp. 63-86
    • Guo, Y.1    Sohel, F.2    Bennamoun, M.3    Lu, M.4    Wan, J.5
  • 24
    • 84904717165 scopus 로고    scopus 로고
    • An accurate and robust range image registration algorithm for 3d object modeling
    • Y. Guo, F. Sohel, M. Bennamoun, J. Wan, and M. Lu An accurate and robust range image registration algorithm for 3d object modeling IEEE Trans. Multimed. 16 5 2014 1377 1390
    • (2014) IEEE Trans. Multimed. , vol.16 , Issue.5 , pp. 1377-1390
    • Guo, Y.1    Sohel, F.2    Bennamoun, M.3    Wan, J.4    Lu, M.5
  • 25
    • 84922615089 scopus 로고    scopus 로고
    • A novel local surface feature for 3d object recognition under clutter and occlusion
    • Y. Guo, F. Sohel, M. Bennamoun, J. Wan, and M. Lu A novel local surface feature for 3d object recognition under clutter and occlusion Inf. Sci. 293 2015 196 213
    • (2015) Inf. Sci. , vol.293 , pp. 196-213
    • Guo, Y.1    Sohel, F.2    Bennamoun, M.3    Wan, J.4    Lu, M.5
  • 26
    • 0032115386 scopus 로고    scopus 로고
    • Surface matching for object recognition in complex three-dimensional scenes
    • A.E. Johnson, and M. Hebert Surface matching for object recognition in complex three-dimensional scenes Image Vis. Comput. 16 9 1998 635 651
    • (1998) Image Vis. Comput. , vol.16 , Issue.9 , pp. 635-651
    • Johnson, A.E.1    Hebert, M.2
  • 27
    • 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
  • 29
    • 84937521792 scopus 로고    scopus 로고
    • Bayesian multi-distribution-based discriminative feature extraction for 3d face recognition
    • R. Liang, W. Shen, X.-X. Li, and H. Wang Bayesian multi-distribution-based discriminative feature extraction for 3d face recognition Inf. Sci. 320 2015 406 417
    • (2015) Inf. Sci. , vol.320 , pp. 406-417
    • Liang, R.1    Shen, W.2    Li, X.-X.3    Wang, H.4
  • 30
    • 84937519918 scopus 로고    scopus 로고
    • Graph-based characteristic view set extraction and matching for 3d model retrieval
    • A. Liu, Z. Wang, W. Nie, and Y. Su Graph-based characteristic view set extraction and matching for 3d model retrieval Inf. Sci. 320 2015 429 442
    • (2015) Inf. Sci. , vol.320 , pp. 429-442
    • Liu, A.1    Wang, Z.2    Nie, W.3    Su, Y.4
  • 31
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D.G. Lowe Distinctive image features from scale-invariant keypoints Int. J. Comput. Vis. 60 2 2004 91 110
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 32
    • 84904746923 scopus 로고    scopus 로고
    • 3d model retrieval and classification by semi-supervised learning with content-based similarity
    • K. Lu, Q. Wang, J. Xue, and W. Pan 3d model retrieval and classification by semi-supervised learning with content-based similarity Inf. Sci. 281 2014 703 713
    • (2014) Inf. Sci. , vol.281 , pp. 703-713
    • Lu, K.1    Wang, Q.2    Xue, J.3    Pan, W.4
  • 33
    • 34249735996 scopus 로고    scopus 로고
    • Snapshots: A novel local surface descriptor and matching algorithm for robust 3d surface alignment
    • S. Malassiotis, and M.G. Strintzis Snapshots: A novel local surface descriptor and matching algorithm for robust 3d surface alignment IEEE Trans. Pattern Anal. Mach. Intell. 29 7 2007 1285 1290
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.7 , pp. 1285-1290
    • Malassiotis, S.1    Strintzis, M.G.2
  • 34
    • 70349305122 scopus 로고    scopus 로고
    • Log-polar height maps for multiple range image registration
    • T. Masuda Log-polar height maps for multiple range image registration Comput. Vis. Image Underst. 113 11 2009 1158 1169
    • (2009) Comput. Vis. Image Underst. , vol.113 , Issue.11 , pp. 1158-1169
    • Masuda, T.1
  • 35
    • 33144461344 scopus 로고    scopus 로고
    • Automatic correspondence for 3d modeling: An extensive review
    • A.S. Mian, M. Bennamoun, and R.A. Owens Automatic correspondence for 3d modeling: an extensive review Int. J. Shape Model. 11 02 2005 253 291
    • (2005) Int. J. Shape Model. , vol.11 , Issue.2 , pp. 253-291
    • Mian, A.S.1    Bennamoun, M.2    Owens, R.A.3
  • 36
    • 29344445945 scopus 로고    scopus 로고
    • A novel representation and feature matching algorithm for automatic pairwise registration of range images
    • A.S. Mian, M. Bennamoun, and R.A. Owens A novel representation and feature matching algorithm for automatic pairwise registration of range images Int. J. Comput. Vis. 66 1 2006 19 40
    • (2006) Int. J. Comput. Vis. , vol.66 , Issue.1 , pp. 19-40
    • Mian, A.S.1    Bennamoun, M.2    Owens, R.A.3
  • 41
    • 84870911575 scopus 로고    scopus 로고
    • Challenging data sets for point cloud registration algorithms
    • F. Pomerleau, M. Liu, F. Colas, and R. Siegwart Challenging data sets for point cloud registration algorithms Int. J. Robot. Res. 31 14 2012 1705 1711
    • (2012) Int. J. Robot. Res. , vol.31 , Issue.14 , pp. 1705-1711
    • Pomerleau, F.1    Liu, M.2    Colas, F.3    Siegwart, R.4
  • 48
    • 33847066338 scopus 로고    scopus 로고
    • A review of recent range image registration methods with accuracy evaluation
    • J. Salvi, C. Matabosch, D. Fofi, and J. Forest A review of recent range image registration methods with accuracy evaluation Image and Vision Computing 25 5 2007 578 596
    • (2007) Image and Vision Computing , vol.25 , Issue.5 , pp. 578-596
    • Salvi, J.1    Matabosch, C.2    Fofi, D.3    Forest, J.4
  • 49
    • 0026820958 scopus 로고
    • Structural indexing: Efficient 3-d object recognition
    • F. Stein, and G. Medioni Structural indexing: Efficient 3-d object recognition IEEE Trans. Pattern Anal. Mach. Intell. 14 2 1992 125 145
    • (1992) IEEE Trans. Pattern Anal. Mach. Intell. , vol.14 , Issue.2 , pp. 125-145
    • Stein, F.1    Medioni, G.2
  • 55
    • 84863229101 scopus 로고    scopus 로고
    • Keypoints and local descriptors of scalar functions on 2d manifolds
    • A. Zaharescu, E. Boyer, and R. Horaud Keypoints and local descriptors of scalar functions on 2d manifolds Int. J. Comput. Vis. 100 1 2012 78 98
    • (2012) Int. J. Comput. Vis. , vol.100 , Issue.1 , pp. 78-98
    • Zaharescu, A.1    Boyer, E.2    Horaud, R.3


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