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Volumn 131, Issue , 2015, Pages 1-27

A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries

(22)  Li, Bo a   Lu, Yijuan a   Li, Chunyuan b   Godil, Afzal b   Schreck, Tobias c   Aono, Masaki d   Burtscher, Martin a   Chen, Qiang e   Chowdhury, Nihad Karim d   Fang, Bin e   Fu, Hongbo f   Furuya, Takahiko g   Li, Haisheng h   Liu, Jianzhuang i   Johan, Henry j   Kosaka, Ryuichi d   Koyanagi, Hitoshi d   Ohbuchi, Ryutarou g   Tatsuma, Atsushi d   Wan, Yajuan h   more..


Author keywords

3D shape retrieval; Large scale benchmark; Multimodal queries; Performance evaluation; Query by Model; Query by Sketch; SHREC; Unified

Indexed keywords

BENCHMARKING; CONTENT BASED RETRIEVAL; INFORMATION RETRIEVAL; SELF ORGANIZING MAPS;

EID: 84918825652     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2014.10.006     Document Type: Article
Times cited : (135)

References (143)
  • 1
    • 84918842206 scopus 로고    scopus 로고
    • http://www.itl.nist.gov/iad/vug/sharp/contest/2014/Generic3D/, 2014.
    • (2014)
  • 2
    • 84918822944 scopus 로고    scopus 로고
    • http://www.itl.nist.gov/iad/vug/sharp/contest/2014/SBR/, 2014.
    • (2014)
  • 3
    • 70350349670 scopus 로고    scopus 로고
    • 3D object detection and viewpoint selection in sketch images using local patch-based Zernike moments
    • S.D. Kollias, Y.S. Avrithis, IEEE Computer Society
    • A.-P. Ta, C. Wolf, G. Lavoué, and A. Baskurt 3D object detection and viewpoint selection in sketch images using local patch-based Zernike moments S.D. Kollias, Y.S. Avrithis, CBMI 2009 IEEE Computer Society 189 194
    • (2009) CBMI , pp. 189-194
    • Ta, A.-P.1    Wolf, C.2    Lavoué, G.3    Baskurt, A.4
  • 6
    • 84870175866 scopus 로고    scopus 로고
    • How do humans sketch objects?
    • M. Eitz, J. Hays, and M. Alexa How do humans sketch objects? ACM Trans. Graph. 31 2012 44:1 44:10
    • (2012) ACM Trans. Graph. , vol.31 , pp. 441-4410
    • Eitz, M.1    Hays, J.2    Alexa, M.3
  • 12
    • 84918812749 scopus 로고    scopus 로고
    • Hybrid shape descriptor and meta similarity generation for non-rigid and partial 3D model retrieval
    • B. Li, A. Godil, and H. Johan Hybrid shape descriptor and meta similarity generation for non-rigid and partial 3D model retrieval Multimedia Tools Appl. (Online First Version)) 2013 1 30
    • (2013) Multimedia Tools Appl. (Online First Version)) , pp. 1-30
    • Li, B.1    Godil, A.2    Johan, H.3
  • 13
    • 15744375643 scopus 로고    scopus 로고
    • Three-dimensional shape searching: State-of-the-art review and future trends
    • N. Iyer, S. Jayanti, K. Lou, Y. Kalyanaraman, and K. Ramani Three-dimensional shape searching: state-of-the-art review and future trends Comput. Aided Des. 37 2005 509 530
    • (2005) Comput. Aided Des. , vol.37 , pp. 509-530
    • Iyer, N.1    Jayanti, S.2    Lou, K.3    Kalyanaraman, Y.4    Ramani, K.5
  • 15
    • 47949094222 scopus 로고    scopus 로고
    • A survey of content based 3D shape retrieval methods
    • J.W.H. Tangelder, and R.C. Veltkamp A survey of content based 3D shape retrieval methods Multimedia Tools Appl. 39 2008 441 471
    • (2008) Multimedia Tools Appl. , vol.39 , pp. 441-471
    • Tangelder, J.W.H.1    Veltkamp, R.C.2
  • 17
    • 84958770890 scopus 로고    scopus 로고
    • 3D shape histograms for similarity search and classification in spatial databases
    • R.H. Güting, D. Papadias, F.H. Lochovsky, Lecture Notes in Computer Science Springer
    • M. Ankerst, G. Kastenmüller, H.-P. Kriegel, and T. Seidl 3D shape histograms for similarity search and classification in spatial databases R.H. Güting, D. Papadias, F.H. Lochovsky, SSD Lecture Notes in Computer Science vol. 1651 1999 Springer 207 226
    • (1999) SSD , vol.1651 , pp. 207-226
    • Ankerst, M.1    Kastenmüller, G.2    Kriegel, H.-P.3    Seidl, T.4
  • 21
    • 0021618665 scopus 로고
    • Extended gaussian images
    • B. Horn Extended gaussian images Proc. of the IEEE 72 1984 1671 1686
    • (1984) Proc. of the IEEE , vol.72 , pp. 1671-1686
    • Horn, B.1
  • 25
    • 84884906960 scopus 로고    scopus 로고
    • Data-aware 3D partitioning for generic shape retrieval
    • I. Sipiran, B. Bustos, and T. Schreck Data-aware 3D partitioning for generic shape retrieval Comput. Graphics 37 2013 460 472
    • (2013) Comput. Graphics , vol.37 , pp. 460-472
    • Sipiran, I.1    Bustos, B.2    Schreck, T.3
  • 28
    • 84988231517 scopus 로고    scopus 로고
    • Symmetry discovery and retrieval of nonrigid 3D shapes using geodesic skeleton paths
    • C. Li, and A.B. Hamza Symmetry discovery and retrieval of nonrigid 3D shapes using geodesic skeleton paths Multimedia Tools Appl. 2013 1 21
    • (2013) Multimedia Tools Appl. , pp. 1-21
    • Li, C.1    Hamza, A.B.2
  • 29
    • 0035156965 scopus 로고    scopus 로고
    • Topology matching for fully automatic similarity estimation of 3D shapes
    • M. Hilaga, Y. Shinagawa, T. Komura, T.L. Kunii, Topology matching for fully automatic similarity estimation of 3D shapes, in: SIGGRAPH 2001, 2001, pp. 203-212.
    • (2001) SIGGRAPH 2001 , pp. 203-212
    • Hilaga, M.1    Shinagawa, Y.2    Komura, T.3    Kunii, T.L.4
  • 30
    • 84878830982 scopus 로고    scopus 로고
    • 3D shape retrieval using kernels on extended Reeb graphs
    • V. Barra, and S. Biasotti 3D shape retrieval using kernels on extended Reeb graphs Pattern Recogn. 46 2013 2985 2999
    • (2013) Pattern Recogn. , vol.46 , pp. 2985-2999
    • Barra, V.1    Biasotti, S.2
  • 33
    • 84882772787 scopus 로고    scopus 로고
    • PHOG: Photometric and geometric functions for textured shape retrieval
    • Wiley Online Library
    • S. Biasotti, A. Cerri, D. Giorgi, and M. Spagnuolo PHOG: photometric and geometric functions for textured shape retrieval Computer Graphics Forum vol. 32 2013 Wiley Online Library 13 22
    • (2013) Computer Graphics Forum , vol.32 , pp. 13-22
    • Biasotti, S.1    Cerri, A.2    Giorgi, D.3    Spagnuolo, M.4
  • 36
    • 84918810262 scopus 로고    scopus 로고
    • A Survey of Recent View-Based 3D Model Retrieval Methods
    • Q. Liu, A Survey of Recent View-Based 3D Model Retrieval Methods, CoRR abs/1208.3670, 2012.
    • (2012) CoRR abs/1208.3670
    • Liu, Q.1
  • 38
    • 48149093480 scopus 로고    scopus 로고
    • A new descriptor for 2D depth image indexing and 3D model retrieval
    • M. Chaouch, A. Verroust-Blondet, A new descriptor for 2D depth image indexing and 3D model retrieval, in: ICIP (6), 2007, pp. 373-376.
    • (2007) ICIP , Issue.6 , pp. 373-376
    • Chaouch, M.1    Verroust-Blondet, A.2
  • 40
    • 77953290475 scopus 로고    scopus 로고
    • A 3D shape retrieval framework supporting multimodal queries
    • P. Daras, and A. Axenopoulos A 3D shape retrieval framework supporting multimodal queries Int. J. Comput. Vision 89 2010 229 247
    • (2010) Int. J. Comput. Vision , vol.89 , pp. 229-247
    • Daras, P.1    Axenopoulos, A.2
  • 41
    • 79952494966 scopus 로고    scopus 로고
    • View context based 2D sketch-3D model alignment
    • IEEE Computer Society
    • B. Li, and H. Johan View context based 2D sketch-3D model alignment WACV 2011 IEEE Computer Society 45 50
    • (2011) WACV , pp. 45-50
    • Li, B.1    Johan, H.2
  • 42
    • 77956478568 scopus 로고    scopus 로고
    • Visual similarity based 3D shape retrieval using Bag-of-Features
    • Z. Lian, A. Godil, X. Sun, Visual similarity based 3D shape retrieval using Bag-of-Features, in: Shape Modeling International, 2010, pp. 25-36.
    • (2010) Shape Modeling International , pp. 25-36
    • Lian, Z.1    Godil, A.2    Sun, X.3
  • 43
    • 78650989785 scopus 로고    scopus 로고
    • 3D object retrieval with bag-of-region-words
    • Y. Gao, Y. Yang, Q. Dai, N. Zhang, 3D object retrieval with bag-of-region-words, in: ACM Multimedia, 2010, pp. 955-958.
    • (2010) ACM Multimedia , pp. 955-958
    • Gao, Y.1    Yang, Y.2    Dai, Q.3    Zhang, N.4
  • 45
    • 84904765405 scopus 로고    scopus 로고
    • Sphere image for 3-D model retrieval
    • K. Ding, and Y. Liu Sphere image for 3-D model retrieval IEEE Trans. Multimedia 16 2014 1369 1376
    • (2014) IEEE Trans. Multimedia , vol.16 , pp. 1369-1376
    • Ding, K.1    Liu, Y.2
  • 48
    • 84887998195 scopus 로고    scopus 로고
    • 3D object retrieval via range image queries in a bag-of-visual-words context
    • K. Sfikas, T. Theoharis, and I. Pratikakis 3D object retrieval via range image queries in a bag-of-visual-words context Visual Comput. 29 2013 1351 1361
    • (2013) Visual Comput. , vol.29 , pp. 1351-1361
    • Sfikas, K.1    Theoharis, T.2    Pratikakis, I.3
  • 50
    • 77956004473 scopus 로고    scopus 로고
    • Aggregating local descriptors into a compact image representation
    • H. Jégou, M. Douze, C. Schmid, P. Pérez, Aggregating local descriptors into a compact image representation, in: CVPR, 2010, pp. 3304-3311.
    • (2010) CVPR , pp. 3304-3311
    • Jégou, H.1
  • 51
    • 33750547970 scopus 로고    scopus 로고
    • DESIRE: A composite 3D-shape descriptor
    • D.V. Vranic, DESIRE: a composite 3D-shape descriptor, in: ICME, 2005, pp. 962-965.
    • (2005) ICME , pp. 962-965
    • Vranic, D.V.1
  • 53
    • 77953292381 scopus 로고    scopus 로고
    • PANORAMA: A 3D shape descriptor based on panoramic views for unsupervised 3D object retrieval
    • P. Papadakis, I. Pratikakis, T. Theoharis, and S. Perantonis PANORAMA: a 3D shape descriptor based on panoramic views for unsupervised 3D object retrieval Int. J. Comput. Vision 89 2010 177 192
    • (2010) Int. J. Comput. Vision , vol.89 , pp. 177-192
    • Papadakis, P.1    Pratikakis, I.2    Theoharis, T.3    Perantonis, S.4
  • 54
    • 84885397268 scopus 로고    scopus 로고
    • 3D model retrieval using hybrid features and class information
    • B. Li, and H. Johan 3D model retrieval using hybrid features and class information Multimedia Tools Appl. 62 2013 821 846
    • (2013) Multimedia Tools Appl. , vol.62 , pp. 821-846
    • Li, B.1    Johan, H.2
  • 55
    • 84878289026 scopus 로고    scopus 로고
    • Combining topological and view-based features for 3D model retrieval
    • P. Li, H. Ma, and A. Ming Combining topological and view-based features for 3D model retrieval Multimedia Tools Appl. 65 2013 335 361
    • (2013) Multimedia Tools Appl. , vol.65 , pp. 335-361
    • Li, P.1    Ma, H.2    Ming, A.3
  • 56
    • 84893448337 scopus 로고    scopus 로고
    • Sparse patch coding for 3D model retrieval
    • C. Gurrin, F. Hopfgartner, W. Hürst, H.D. Johansen, H. Lee, N.E. O'Connor, Lecture Notes in Computer Science Springer
    • Z. Liu, S. Bu, J. Han, and J. Wu Sparse patch coding for 3D model retrieval C. Gurrin, F. Hopfgartner, W. Hürst, H.D. Johansen, H. Lee, N.E. O'Connor, MMM (2) Lecture Notes in Computer Science vol. 8326 2014 Springer 116 127
    • (2014) MMM (2) , vol.8326 , pp. 116-127
    • Liu, Z.1    Bu, S.2    Han, J.3    Wu, J.4
  • 57
    • 84911431914 scopus 로고    scopus 로고
    • Covariance descriptors for 3D shape matching and retrieval
    • H. Tabia, H. Laga, D. Picard, P.-H. Gosselin, Covariance descriptors for 3D shape matching and retrieval, in: CVPR, 2014, pp. 4185-4192.
    • (2014) CVPR , pp. 4185-4192
    • Tabia, H.1    Laga, H.2    Picard, D.3    Gosselin, P.-H.4
  • 59
    • 26444513318 scopus 로고    scopus 로고
    • PhD thesis, University of Leipzig
    • D. Vranic, 3D Model Retrieval, PhD thesis, University of Leipzig, 2004.
    • (2004) 3D Model Retrieval
    • Vranic, D.1
  • 60
    • 84901627591 scopus 로고    scopus 로고
    • Spatially aggregating spectral descriptors for nonrigid 3D shape retrieval: A comparative survey
    • C. Li, and A.B. Hamza Spatially aggregating spectral descriptors for nonrigid 3D shape retrieval: a comparative survey Multimedia Syst. 20 2014 253 281
    • (2014) Multimedia Syst. , vol.20 , pp. 253-281
    • Li, C.1    Hamza, A.B.2
  • 63
    • 58449100390 scopus 로고    scopus 로고
    • Laplace-Beltrami Eigenfunctions Towards an Algorithm that "understands" Geometry
    • IEEE Computer Society
    • B. Lévy Laplace-Beltrami Eigenfunctions Towards an Algorithm that "understands" Geometry SMI 2006 IEEE Computer Society 13:1 8
    • (2006) SMI , pp. 131-138
    • Lévy, B.1
  • 64
    • 33645908165 scopus 로고    scopus 로고
    • Laplace-beltrami spectra as 'shape-dna' of surfaces and solids
    • M. Reuter, F.-E. Wolter, and N. Peinecke Laplace-beltrami spectra as 'shape-dna' of surfaces and solids Comput. Aided Des. 38 2006 342 366
    • (2006) Comput. Aided Des. , vol.38 , pp. 342-366
    • Reuter, M.1    Wolter, F.-E.2    Peinecke, N.3
  • 65
    • 70049104712 scopus 로고    scopus 로고
    • A concise and provably informative multi-scale signature based on heat diffusion
    • J. Sun, M. Ovsjanikov, L. Guibas, A concise and provably informative multi-scale signature based on heat diffusion, in: Computer Graphics Forum, vol. 28, 2009, pp. 1383-1392.
    • (2009) Computer Graphics Forum , vol.28 , pp. 1383-1392
    • Sun, J.1    Ovsjanikov, M.2    Guibas, L.3
  • 66
    • 70049094421 scopus 로고    scopus 로고
    • Shape analysis using the auto diffusion function
    • Wiley Online Library
    • K. Gebal, J.A. Bærentzen, H. Aanæs, and R. Larsen Shape analysis using the auto diffusion function Computer Graphics Forum vol. 28 2009 Wiley Online Library 1405 1413
    • (2009) Computer Graphics Forum , vol.28 , pp. 1405-1413
    • Gebal, K.1    Bærentzen, J.A.2    Aanæs, H.3    Larsen, R.4
  • 68
    • 84879502621 scopus 로고    scopus 로고
    • A multiresolution descriptor for deformable 3D shape retrieval
    • C. Li, and A.B. Hamza A multiresolution descriptor for deformable 3D shape retrieval Visual Comput. 29 2013 513 524
    • (2013) Visual Comput. , vol.29 , pp. 513-524
    • Li, C.1    Hamza, A.B.2
  • 70
    • 84906665650 scopus 로고    scopus 로고
    • Intrinsic spatial pyramid matching for deformable 3D shape retrieval
    • C. Li, and A.B. Hamza Intrinsic spatial pyramid matching for deformable 3D shape retrieval Int. J. Multimedia Inf. Retrieval 2 2013 261 271
    • (2013) Int. J. Multimedia Inf. Retrieval , vol.2 , pp. 261-271
    • Li, C.1    Hamza, A.B.2
  • 72
    • 24944548597 scopus 로고    scopus 로고
    • Semantic-oriented 3D shape retrieval using relevance feedback
    • G. Leifman, R. Meir, and A. Tal Semantic-oriented 3D shape retrieval using relevance feedback Visual Comput. 21 2005 865 875
    • (2005) Visual Comput. , vol.21 , pp. 865-875
    • Leifman, G.1    Meir, R.2    Tal, A.3
  • 73
    • 33751007699 scopus 로고    scopus 로고
    • SVM-based semantic clustering and retrieval of a 3D model database
    • S. Hou, K. Lou, and K. Ramani SVM-based semantic clustering and retrieval of a 3D model database Comput.-Aided Des. Appl. 2 2005 155 164
    • (2005) Comput.-Aided Des. Appl. , vol.2 , pp. 155-164
    • Hou, S.1    Lou, K.2    Ramani, K.3
  • 74
    • 47349114410 scopus 로고    scopus 로고
    • 3D shape retrieval integrated with classification information
    • 2007, ICIG 2007
    • D. Xu, H. Li, 3D shape retrieval integrated with classification information, in: Fourth International Conference on Image and Graphics, 2007, ICIG 2007, 2007, pp. 774-779.
    • (2007) Fourth International Conference on Image and Graphics , pp. 774-779
    • Xu, D.1    Li, H.2
  • 75
    • 80155205923 scopus 로고    scopus 로고
    • Supervised learning of salient 2D views of 3D models
    • H. Laga, and M. Nakajima Supervised learning of salient 2D views of 3D models J. Soc. Art Sci. 7 2008 124 131
    • (2008) J. Soc. Art Sci. , vol.7 , pp. 124-131
    • Laga, H.1    Nakajima, M.2
  • 76
    • 40549133200 scopus 로고    scopus 로고
    • Supervised learning of similarity measures for content-based 3D model retrieval
    • H. Laga, M. Nakajima, Supervised learning of similarity measures for content-based 3D model retrieval, in: LKR, 2008b, pp. 210-225.
    • (2008) LKR , pp. 210-225
    • Laga, H.1    Nakajima, M.2
  • 77
    • 78650462475 scopus 로고    scopus 로고
    • Semantics-driven approach for automatic selection of best views of 3D shapes
    • H. Laga, Semantics-driven approach for automatic selection of best views of 3D shapes, in: 3DOR, 2010, pp. 15-22.
    • (2010) 3DOR , pp. 15-22
    • Laga, H.1
  • 78
    • 84859000281 scopus 로고    scopus 로고
    • Learning the compositional structure of man-made objects for 3D shape retrieval
    • R. Wessel, R. Klein, Learning the compositional structure of man-made objects for 3D shape retrieval, in: 3DOR, 2010, pp. 39-46.
    • (2010) 3DOR , pp. 39-46
    • Wessel, R.1    Klein, R.2
  • 79
    • 11244299549 scopus 로고    scopus 로고
    • Using entropy impurity for improved 3D object similarity search
    • B. Bustos, D.A. Keim, D. Saupe, T. Schreck, D.V. Vranic, Using entropy impurity for improved 3D object similarity search, in: ICME, 2004, pp. 1303-1306.
    • (2004) ICME , pp. 1303-1306
    • Bustos, B.1    Keim, D.A.2    Saupe, D.3    Schreck, T.4    Vranic, D.V.5
  • 82
    • 77956294242 scopus 로고    scopus 로고
    • A boosting approach to content-based 3D model retrieval
    • H. Laga, M. Nakajima, A boosting approach to content-based 3D model retrieval, in: GRAPHITE, 2007, pp. 227-234.
    • (2007) GRAPHITE , pp. 227-234
    • Laga, H.1    Nakajima, M.2
  • 83
    • 38149106558 scopus 로고    scopus 로고
    • 3D classification via structural prototypes
    • B. Falcidieno, M. Spagnuolo, Y.S. Avrithis, I. Kompatsiaris, P. Buitelaar, Lecture Notes in Computer Science Springer
    • S. Biasotti, D. Giorgi, S. Marini, M. Spagnuolo, and B. Falcidieno 3D classification via structural prototypes B. Falcidieno, M. Spagnuolo, Y.S. Avrithis, I. Kompatsiaris, P. Buitelaar, SAMT Lecture Notes in Computer Science vol. 4816 2007 Springer 140 143
    • (2007) SAMT , vol.4816 , pp. 140-143
    • Biasotti, S.1    Giorgi, D.2    Marini, S.3    Spagnuolo, M.4    Falcidieno, B.5
  • 84
    • 57649174629 scopus 로고    scopus 로고
    • Autotagging to improve text search for 3D models
    • C. Goldfeder, P.K. Allen, Autotagging to improve text search for 3D models, in: JCDL, 2008, pp. 355-358.
    • (2008) JCDL , pp. 355-358
    • Goldfeder, C.1    Allen, P.K.2
  • 85
    • 68149137226 scopus 로고    scopus 로고
    • Multi-fourier spectra descriptor and augmentation with spectral clustering for 3D shape retrieval
    • A. Tatsuma, and M. Aono Multi-fourier spectra descriptor and augmentation with spectral clustering for 3D shape retrieval Visual Comput. 25 2008 785 804
    • (2008) Visual Comput. , vol.25 , pp. 785-804
    • Tatsuma, A.1    Aono, M.2
  • 86
    • 70450252189 scopus 로고    scopus 로고
    • Ranking on semantic manifold for shape-based 3D model retrieval
    • R. Ohbuchi, T. Shimizu, Ranking on semantic manifold for shape-based 3D model retrieval, in: Multimedia Information Retrieval, 2008, pp. 411-418.
    • (2008) Multimedia Information Retrieval , pp. 411-418
    • Ohbuchi, R.1    Shimizu, T.2
  • 87
    • 76549118556 scopus 로고    scopus 로고
    • Semantic 3D model retrieval based on semantic tree and shape feature
    • Y. Chen, H. Deng, D. Zhang, Y. Xiao, IEEE Computer Society
    • T. yang Lv, G. Liu, S. Huang, and Z. Wang Semantic 3D model retrieval based on semantic tree and shape feature Y. Chen, H. Deng, D. Zhang, Y. Xiao, FSKD (5) 2009 IEEE Computer Society 452 457
    • (2009) FSKD (5) , pp. 452-457
    • Yang Lv, T.1    Liu, G.2    Huang, S.3    Wang, Z.4
  • 88
    • 77956598497 scopus 로고    scopus 로고
    • Squeezing bag-of-features for scalable and semantic 3D model retrieval
    • G. Quénot, IEEE
    • R. Ohbuchi, M. Tezuka, T. Furuya, and T. Oyobe Squeezing bag-of-features for scalable and semantic 3D model retrieval G. Quénot, CBMI 2010 IEEE 1 6
    • (2010) CBMI , pp. 1-6
    • Ohbuchi, R.1    Tezuka, M.2    Furuya, T.3    Oyobe, T.4
  • 90
    • 84880018795 scopus 로고    scopus 로고
    • Clustering analysis and semantics annotation of 3D models based on users' implicit feedbacks
    • J. Wang, H. Xiong, Y. Ishikawa, J. Xu, J. Zhou, Lecture Notes in Computer Science Springer
    • T. Lv, S. Huang, P. Wu, and D. Lang Clustering analysis and semantics annotation of 3D models based on users' implicit feedbacks J. Wang, H. Xiong, Y. Ishikawa, J. Xu, J. Zhou, WAIM Lecture Notes in Computer Science vol. 7923 2013 Springer 757 768
    • (2013) WAIM , vol.7923 , pp. 757-768
    • Lv, T.1    Huang, S.2    Wu, P.3    Lang, D.4
  • 91
    • 84885799057 scopus 로고    scopus 로고
    • Geometry and context for semantic correspondences and functionality recognition in man-made 3D shapes
    • H. Laga, M. Mortara, and M. Spagnuolo Geometry and context for semantic correspondences and functionality recognition in man-made 3D shapes ACM Trans. Graph. 32 2013 150
    • (2013) ACM Trans. Graph. , vol.32 , pp. 150
    • Laga, H.1    Mortara, M.2    Spagnuolo, M.3
  • 93
    • 84918792262 scopus 로고    scopus 로고
    • 3D model retrieval based on semantic and shape indexes
    • M.A. Kassimi, and O.E. Beqqali 3D model retrieval based on semantic and shape indexes CoRR abs/1111.6387 2011
    • (2011) CoRR abs/1111.6387
    • Kassimi, M.A.1    Beqqali, O.E.2
  • 94
    • 84887498863 scopus 로고    scopus 로고
    • Attribute-augmented semantic hierarchy: Towards bridging semantic gap and intention gap in image retrieval
    • H. Zhang, Z.-J. Zha, Y. Yang, S. Yan, Y. Gao, T.-S. Chua, Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval, in: ACM Multimedia, 2013, pp. 33-42.
    • (2013) ACM Multimedia , pp. 33-42
    • Zhang, H.1    Zha, Z.-J.2    Yang, Y.3    Yan, S.4    Gao, Y.5    Chua, T.-S.6
  • 95
    • 84872731849 scopus 로고    scopus 로고
    • Learning semantic signatures for 3D object retrieval
    • B. Gong, J. Liu, X. Wang, and X. Tang Learning semantic signatures for 3D object retrieval IEEE Trans. Multimedia 15 2013 369 377
    • (2013) IEEE Trans. Multimedia , vol.15 , pp. 369-377
    • Gong, B.1    Liu, J.2    Wang, X.3    Tang, X.4
  • 96
    • 84874402415 scopus 로고    scopus 로고
    • SHREC'12 track: Generic 3D shape retrieval
    • M. Spagnuolo, M.M. Bronstein, A.M. Bronstein, A. Ferreira, (Eds.)
    • B. Li, A. Godil, M. Aono, X. Bai, T. Furuya, L. Li, R.J. López-Sastre, H. Johan, R. Ohbuchi, C. Redondo-Cabrera, A. Tatsuma, T. Yanagimachi, S. Zhang, SHREC'12 track: Generic 3D shape retrieval, in: M. Spagnuolo, M.M. Bronstein, A.M. Bronstein, A. Ferreira, (Eds.), 3DOR, Eurographics Association, 2012, pp. 119-126.
    • (2012) 3DOR, Eurographics Association , pp. 119-126
    • Li, B.1
  • 100
    • 84883062555 scopus 로고    scopus 로고
    • A 3D shape benchmark for retrieval and automatic classification of architectural data
    • M. Spagnuolo, I. Pratikakis, R.C. Veltkamp, T. Theoharis, (Eds.)
    • R. Wessel, I. Blümel, R. Klein, A 3D shape benchmark for retrieval and automatic classification of architectural data, in: M. Spagnuolo, I. Pratikakis, R.C. Veltkamp, T. Theoharis, (Eds.), 3DOR, Eurographics Association, 2009, pp. 53-56.
    • (2009) 3DOR, Eurographics Association , pp. 53-56
    • Wessel, R.1
  • 102
    • 68649106391 scopus 로고    scopus 로고
    • A new shape benchmark for 3D object retrieval
    • R. Fang, A. Godil, X. Li, A. Wagan, A new shape benchmark for 3D object retrieval, in: ISVC (1), 2008, pp. 381-392.
    • (2008) ISVC , Issue.1 , pp. 381-392
    • Fang, R.1    Godil, A.2    Li, X.3    Wagan, A.4
  • 103
    • 84918772574 scopus 로고    scopus 로고
    • http://shapes.aimatshape.net/, 2014.
    • (2014)
  • 104
    • 84918819279 scopus 로고    scopus 로고
    • http://www.aimatshape.net/event/SHREC/, 2014.
    • (2014)
  • 106
    • 74049093505 scopus 로고    scopus 로고
    • Evaluation of GIST descriptors for web-scale image search
    • S. Marchand-Maillet, Y. Kompatsiaris, (Eds.) CIVR 2009, Santorini Island, Greece, July 8-10 ACM, 2009
    • M. Douze, H. Jégou, H. Sandhawalia, L. Amsaleg, C. Schmid, Evaluation of GIST descriptors for web-scale image search, in: S. Marchand-Maillet, Y. Kompatsiaris, (Eds.), Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009, ACM, 2009.
    • (2009) Proceedings of the 8th ACM International Conference on Image and Video Retrieval
    • Douze, M.1
  • 107
    • 84918833767 scopus 로고    scopus 로고
    • https://sites.google.com/site/pgpapadakis/software/, 2014.
    • (2014)
  • 108
    • 70350544739 scopus 로고    scopus 로고
    • Description of interest regions with center-symmetric local binary patterns
    • P.K. Kalra, S. Peleg, Lecture Notes in Computer Science Springer
    • M. Heikkilä, M. Pietikäinen, and C. Schmid Description of interest regions with center-symmetric local binary patterns P.K. Kalra, S. Peleg, ICVGIP Lecture Notes in Computer Science vol. 4338 2006 Springer 58 69
    • (2006) ICVGIP , vol.4338 , pp. 58-69
    • Heikkilä, M.1    Pietikäinen, M.2    Schmid, C.3
  • 111
    • 84933675007 scopus 로고    scopus 로고
    • 3D CAD model retrieval based on the combination of features
    • (Online first version)
    • Q. Chen, B. Fang, Y.-M. Yu, Y. Tang, 3D CAD model retrieval based on the combination of features, Multimedia Tools Appl. (2014) (Online first version).
    • (2014) Multimedia Tools Appl.
    • Chen, Q.1    Fang, B.2    Yu, Y.-M.3    Tang, Y.4
  • 112
    • 78650461155 scopus 로고    scopus 로고
    • Distance metric learning and feature combination for shape-based 3D model retrieval
    • 3DOR '10
    • R. Ohbuchi, T. Furuya, Distance metric learning and feature combination for shape-based 3D model retrieval, in: Proceedings of the ACM workshop on 3D object retrieval, 3DOR '10, 2010, pp. 63-68.
    • (2010) Proceedings of the ACM Workshop on 3D Object Retrieval , pp. 63-68
    • Ohbuchi, R.1    Furuya, T.2
  • 114
    • 22944492898 scopus 로고    scopus 로고
    • Learning with local and global consistency
    • S. Thrun, L.K. Saul, B. Schölkopf, (Eds.) MIT Press
    • D. Zhou, O. Bousquet, T.N. Lal, J. Weston, B. Schölkopf, Learning with local and global consistency, in: S. Thrun, L.K. Saul, B. Schölkopf, (Eds.), NIPS, MIT Press, 2003.
    • (2003) NIPS
    • Zhou, D.1
  • 115
    • 78149344615 scopus 로고    scopus 로고
    • Image classification using super-vector coding of local image descriptors
    • K. Daniilidis, P. Maragos, N. Paragios, Lecture Notes in Computer Science Springer Berlin Heidelberg
    • X. Zhou, K. Yu, T. Zhang, and T. Huang Image classification using super-vector coding of local image descriptors K. Daniilidis, P. Maragos, N. Paragios, Computer Vision - ECCV 2010 Lecture Notes in Computer Science vol. 6315 2010 Springer Berlin Heidelberg 141 154
    • (2010) Computer Vision - ECCV 2010 , vol.6315 , pp. 141-154
    • Zhou, X.1    Yu, K.2    Zhang, T.3    Huang, T.4
  • 117
    • 70450182083 scopus 로고    scopus 로고
    • Locally constrained diffusion process on locally densified distance spaces with applications to shape retrieval
    • X. Yang, S. Köknar-Tezel, L.J. Latecki, Locally constrained diffusion process on locally densified distance spaces with applications to shape retrieval, in: Proceedings of the 2009 IEEE Conference on Computer Vision and Pattern Recognition, 2009, pp. 357-364.
    • (2009) Proceedings of the 2009 IEEE Conference on Computer Vision and Pattern Recognition , pp. 357-364
    • Yang, X.1
  • 119
    • 84868640613 scopus 로고    scopus 로고
    • Hpal information entropy based combination methods for 3D model retrieval
    • J. Chen, B. He, and X. Wang Hpal information entropy based combination methods for 3D model retrieval J. Syst. Simul. 2012 1777 1779
    • (2012) J. Syst. Simul. , pp. 1777-1779
    • Chen, J.1    He, B.2    Wang, X.3
  • 120
    • 84893280735 scopus 로고    scopus 로고
    • Ranking on cross-domain manifold for sketch-based 3D model retrieval
    • T. Furuya, R. Ohbuchi, Ranking on cross-domain manifold for sketch-based 3D model retrieval, in: Cyberworlds 2013, 2013, pp. 274-281.
    • (2013) Cyberworlds 2013 , pp. 274-281
    • Furuya, T.1    Ohbuchi, R.2
  • 121
    • 85018221972 scopus 로고    scopus 로고
    • Sketch-based 3D model retrieval by viewpoint entropy-based adaptive view clustering
    • B. Li, Y. Lu, H. Johan, Sketch-based 3D model retrieval by viewpoint entropy-based adaptive view clustering, in: Eurographics Workshop on 3D Object Retrieval (3DOR), 2013, pp. 49-56.
    • (2013) Eurographics Workshop on 3D Object Retrieval (3DOR) , pp. 49-56
    • Li, B.1    Lu, Y.2    Johan, H.3
  • 124
    • 51949108476 scopus 로고    scopus 로고
    • Using Contours to Detect and Localize Junctions in Natural Images
    • IEEE Computer Society
    • M. Maire, P. Arbelaez, C. Fowlkes, and J. Malik Using Contours to Detect and Localize Junctions in Natural Images CVPR 2008 IEEE Computer Society
    • (2008) CVPR
    • Maire, M.1    Arbelaez, P.2    Fowlkes, C.3    Malik, J.4
  • 125
    • 24644502276 scopus 로고    scopus 로고
    • Shape matching and object recognition using low distortion correspondences
    • A.C. Berg, T.L. Berg, J. Malik, Shape matching and object recognition using low distortion correspondences, in: Proc. CVPR, 2005, pp. 26-33.
    • (2005) Proc. CVPR , pp. 26-33
    • Berg, A.C.1    Berg, T.L.2    Malik, J.3
  • 126
    • 77955992063 scopus 로고    scopus 로고
    • Large-scale image retrieval with compressed fisher vectors
    • F. Perronnin, Y. Liu, J. Sánchez, H. Poirier, Large-scale image retrieval with compressed fisher vectors, in: CVPR, 2010, pp. 3384-3391.
    • (2010) CVPR , pp. 3384-3391
    • Perronnin, F.1
  • 127
    • 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. Vision 60 2004 91 110
    • (2004) Int. J. Comput. Vision , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 132
    • 84866552328 scopus 로고    scopus 로고
    • Modeling the spatial layout of images beyond spatial pyramids
    • J. Sánchez, F. Perronnin, and T. de Campos Modeling the spatial layout of images beyond spatial pyramids Pattern Recogn. Lett. 33 2012 2216 2223
    • (2012) Pattern Recogn. Lett. , vol.33 , pp. 2216-2223
    • Sánchez, J.1    Perronnin, F.2    De Campos, T.3
  • 138
    • 27644547620 scopus 로고    scopus 로고
    • A performance evaluation of local descriptors
    • K. Mikolajczyk, and C. Schmid A performance evaluation of local descriptors IEEE Trans. PAMI 27 2005 1615 1630
    • (2005) IEEE Trans. PAMI , vol.27 , pp. 1615-1630
    • Mikolajczyk, K.1    Schmid, C.2
  • 139
    • 84918840749 scopus 로고    scopus 로고
    • https://3dwarehouse.sketchup.com/, 2014.
    • (2014)
  • 143
    • 84888269383 scopus 로고    scopus 로고
    • Semantic sketch-based 3D model retrieval
    • IEEE
    • B. Li, Y. Lu, and R. Fares Semantic sketch-based 3D model retrieval ICME Workshops 2013 IEEE 1 4
    • (2013) ICME Workshops , pp. 1-4
    • Li, B.1    Lu, Y.2    Fares, R.3


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