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Volumn 123, Issue , 2014, Pages 75-85

There are plenty of places like home: Using relational representations in hierarchies for distance-based image understanding

Author keywords

Hierarchical image understanding; Relational instance based learning; Relational representations

Indexed keywords

HIERARCHICAL STRUCTURES; INSTANCE BASED LEARNING; RELATIONAL REPRESENTATIONS; ROBUST FEATURE EXTRACTIONS; SCENE UNDERSTANDING; SEMANTIC STRUCTURES; SPATIAL RELATIONS; SPATIAL STRUCTURE;

EID: 84885866109     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2012.10.037     Document Type: Article
Times cited : (6)

References (49)
  • 1
    • 70450219021 scopus 로고    scopus 로고
    • Towards total scene understanding: classification, annotation and segmentation in an automatic framework
    • CVPR, IEEE
    • L.-J. Li, R. Socher, L. Fei-Fei, Towards total scene understanding: classification, annotation and segmentation in an automatic framework, in: CVPR, IEEE, 2009, pp. 2036-2043.
    • (2009) , pp. 2036-2043
    • Li, L.-J.1    Socher, R.2    Fei-Fei, L.3
  • 2
    • 39749186647 scopus 로고    scopus 로고
    • Describing visual scenes using transformed objects and parts
    • Sudderth E.B., Torralba A., Freeman W.T., Willsky A.S. Describing visual scenes using transformed objects and parts. IJCV 2008, 77:291-330.
    • (2008) IJCV , vol.77 , pp. 291-330
    • Sudderth, E.B.1    Torralba, A.2    Freeman, W.T.3    Willsky, A.S.4
  • 5
    • 0014363337 scopus 로고
    • Decomposition of a visual scene into three-dimensional bodies
    • Fall Joint Computer Conference, AFIPS '68 (Fall, part I), ACM, New York, NY, USA
    • A. Guzmán, Decomposition of a visual scene into three-dimensional bodies, in: Fall Joint Computer Conference, AFIPS '68 (Fall, part I), ACM, New York, NY, USA, 1968, pp. 291-304.
    • (1968) , pp. 291-304
    • Guzmán, A.1
  • 6
    • 76649112204 scopus 로고
    • Model representations and control structures in image understanding
    • IJCAI, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA
    • T. Kanade, Model representations and control structures in image understanding, in: IJCAI, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 1977, pp. 1074-1082.
    • (1977) , pp. 1074-1082
    • Kanade, T.1
  • 8
    • 0001470484 scopus 로고    scopus 로고
    • Visions: a computer system for interpreting scenes
    • A. Hanson, E. Riseman, Visions: a computer system for interpreting scenes, in: CVS78, pp. 303-333.
    • CVS78 , pp. 303-333
    • Hanson, A.1    Riseman, E.2
  • 9
    • 0342791861 scopus 로고    scopus 로고
    • Sigma: a framework for image understanding integration of bottom-up and top-down analyses
    • T. Matsuyama, V. Hwang, Sigma: a framework for image understanding integration of bottom-up and top-down analyses, in: IJCAI, pp. 908-915.
    • IJCAI , pp. 908-915
    • Matsuyama, T.1    Hwang, V.2
  • 12
    • 77955422240 scopus 로고    scopus 로고
    • Object detection with discriminatively trained part-based models
    • Felzenszwalb P., Girshick R., McAllester D., Ramanan D. Object detection with discriminatively trained part-based models. TPAMI 2010, 32:1627-1645.
    • (2010) TPAMI , vol.32 , pp. 1627-1645
    • Felzenszwalb, P.1    Girshick, R.2    McAllester, D.3    Ramanan, D.4
  • 13
    • 33750397657 scopus 로고    scopus 로고
    • Weakly supervised scale-invariant learning of models for visual recognition
    • Fergus R., Perona P., Zisserman A. Weakly supervised scale-invariant learning of models for visual recognition. IJCV 2007, 71:273-303.
    • (2007) IJCV , vol.71 , pp. 273-303
    • Fergus, R.1    Perona, P.2    Zisserman, A.3
  • 14
    • 84055217859 scopus 로고    scopus 로고
    • Recursive segmentation and recognition templates for image parsing
    • Zhu L., Chen Y., Lin Y., Lin C., Yuille A. Recursive segmentation and recognition templates for image parsing. TPAMI 2012, 34:359-371.
    • (2012) TPAMI , vol.34 , pp. 359-371
    • Zhu, L.1    Chen, Y.2    Lin, Y.3    Lin, C.4    Yuille, A.5
  • 15
    • 33845568397 scopus 로고    scopus 로고
    • Context and hierarchy in a probabilistic image model
    • CVPR, IEEE
    • Y. Jin, S. Geman, Context and hierarchy in a probabilistic image model, in: CVPR, IEEE, 2006, pp. 2145-2152.
    • (2006) , pp. 2145-2152
    • Jin, Y.1    Geman, S.2
  • 17
    • 57249103315 scopus 로고    scopus 로고
    • Deriving distance metrics from generality relations
    • De Raedt L., Ramon J. Deriving distance metrics from generality relations. Pattern Recogn. Lett. 2009, 30:187-191.
    • (2009) Pattern Recogn. Lett. , vol.30 , pp. 187-191
    • De Raedt, L.1    Ramon, J.2
  • 18
    • 47349113984 scopus 로고    scopus 로고
    • Learning a knowledge base of ontological concepts for high-level scene interpretation
    • ICMLA, IEEE
    • J. Hartz, B. Neumann, Learning a knowledge base of ontological concepts for high-level scene interpretation, in: ICMLA, IEEE, 2007, pp. 436-443.
    • (2007) , pp. 436-443
    • Hartz, J.1    Neumann, B.2
  • 19
    • 77950826941 scopus 로고    scopus 로고
    • Learning probabilistic structure graphs for classification and detection of object structures
    • ICMLA, IEEE
    • J. Hartz, Learning probabilistic structure graphs for classification and detection of object structures, in: ICMLA, IEEE, 2009, pp. 5-11.
    • (2009) , pp. 5-11
    • Hartz, J.1
  • 20
    • 77956003741 scopus 로고    scopus 로고
    • Rectilinear parsing of architecture in urban environment
    • CVPR, IEEE
    • P. Zhao, T. Fang, J. Xiao, H. Zhang, Q. Zhao, L. Quan, Rectilinear parsing of architecture in urban environment, in: CVPR, IEEE, 2010, pp. 342-349.
    • (2010) , pp. 342-349
    • Zhao, P.1    Fang, T.2    Xiao, J.3    Zhang, H.4    Zhao, Q.5    Quan, L.6
  • 22
    • 77951297310 scopus 로고    scopus 로고
    • Single view reconstruction using shape grammars for urban environments
    • ICCV, IEEE
    • P. Koutsourakis, L. Simon, O. Teboul, G. Tziritas, N. Paragios, Single view reconstruction using shape grammars for urban environments, in: ICCV, IEEE, 2009, pp. 1795-1802.
    • (2009) , pp. 1795-1802
    • Koutsourakis, P.1    Simon, L.2    Teboul, O.3    Tziritas, G.4    Paragios, N.5
  • 23
    • 0026837540 scopus 로고
    • Classification in noisy environments using a distance measure between structural symbolic descriptions
    • Esposito F., Malerba D., Semeraro G. Classification in noisy environments using a distance measure between structural symbolic descriptions. PAMI 1992, 14:390-402.
    • (1992) PAMI , vol.14 , pp. 390-402
    • Esposito, F.1    Malerba, D.2    Semeraro, G.3
  • 24
    • 84862188759 scopus 로고    scopus 로고
    • Learning grammatical models for object recognition
    • M.A. Lippow, L.P. Kaelbling, T. Lozano-Perez, Learning grammatical models for object recognition, 2008.
    • (2008)
    • Lippow, M.A.1    Kaelbling, L.P.2    Lozano-Perez, T.3
  • 26
    • 77956296212 scopus 로고    scopus 로고
    • Interpreting structures in man-made scenes - combining low-level and high-level structure sources
    • ICAART
    • K. Terzic, L. Hotz, J. Sochman, Interpreting structures in man-made scenes - combining low-level and high-level structure sources, in: ICAART, pp. 357-364.
    • Terzic, K.1    Hotz, L.2    Sochman, J.3
  • 29
    • 58349120567 scopus 로고    scopus 로고
    • Image classification with segmentation graph kernels
    • CVPR, IEEE
    • Z. Harchaoui, F. Bach, Image classification with segmentation graph kernels, in: CVPR, IEEE, 2007, pp. 1-8.
    • (2007) , pp. 1-8
    • Harchaoui, Z.1    Bach, F.2
  • 30
    • 84885833519 scopus 로고    scopus 로고
    • The tower of knowledge: a novel architecture for organizing knowledge combining logic and probability
    • M. Petrou, The tower of knowledge: a novel architecture for organizing knowledge combining logic and probability, 2008.
    • (2008)
    • Petrou, M.1
  • 31
    • 39749094395 scopus 로고    scopus 로고
    • Efficient learning of relational object class models
    • Bar-Hillel A., Weinshall D. Efficient learning of relational object class models. IJCV 2008, 77:175-198.
    • (2008) IJCV , vol.77 , pp. 175-198
    • Bar-Hillel, A.1    Weinshall, D.2
  • 33
    • 0004242796 scopus 로고
    • Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
    • D. Marr, Vision: A Computational Investigation into the Human Representation and Processing of Visual Information, 1983.
    • (1983)
    • Marr, D.1
  • 34
    • 84957053329 scopus 로고
    • Machine invention of first order predicates by inverting resolution
    • J.E. Laird (Ed.), ML, Morgan Kaufmann
    • S. Muggleton, W.L. Buntine, Machine invention of first order predicates by inverting resolution, in: J.E. Laird (Ed.), ML, Morgan Kaufmann, 1988, pp. 339-352.
    • (1988) , pp. 339-352
    • Muggleton, S.1    Buntine, W.L.2
  • 36
    • 84957867240 scopus 로고    scopus 로고
    • Distance between herbrand interpretations. a measure for approximations to a target concept
    • Springer
    • Nienhuys-Cheng S.-H. Distance between herbrand interpretations. a measure for approximations to a target concept. ILP, Lecture Notes in Computer Science 1997, vol. 1297:213-226. Springer.
    • (1997) ILP, Lecture Notes in Computer Science , vol.1297 , pp. 213-226
    • Nienhuys-Cheng, S.-H.1
  • 37
    • 0035312303 scopus 로고    scopus 로고
    • Relational instance-based learning with lists and terms
    • Horváth T., Wrobel S., Bohnebeck U. Relational instance-based learning with lists and terms. ML 2001, 43:53-80.
    • (2001) ML , vol.43 , pp. 53-80
    • Horváth, T.1    Wrobel, S.2    Bohnebeck, U.3
  • 38
    • 4444283088 scopus 로고    scopus 로고
    • Distance based approaches to relational learning and clustering
    • Kirsten M., Wrobel S., Horváth T. Distance based approaches to relational learning and clustering. Relational Data Mining 2000, 213-230.
    • (2000) Relational Data Mining , pp. 213-230
    • Kirsten, M.1    Wrobel, S.2    Horváth, T.3
  • 39
    • 33746894163 scopus 로고    scopus 로고
    • A new trust region technique for the maximum weight clique problem
    • Busygin S. A new trust region technique for the maximum weight clique problem. Discrete Appl. Math. 2006, 154:2080-2096.
    • (2006) Discrete Appl. Math. , vol.154 , pp. 2080-2096
    • Busygin, S.1
  • 40
    • 84867997005 scopus 로고    scopus 로고
    • A fast algorithm for the maximum clique problem
    • Östergård P.R.J. A fast algorithm for the maximum clique problem. Discrete Appl. Math. 2002, 120:197-207.
    • (2002) Discrete Appl. Math. , vol.120 , pp. 197-207
    • Östergård, P.R.J.1
  • 41
    • 85000512645 scopus 로고    scopus 로고
    • On the maximum independent set problem in subclasses of planar graphs
    • Lozin V., Milanic M. On the maximum independent set problem in subclasses of planar graphs. J. Graph Algorithms Appl. 2010, 14:269-286.
    • (2010) J. Graph Algorithms Appl. , vol.14 , pp. 269-286
    • Lozin, V.1    Milanic, M.2
  • 42
    • 39749186006 scopus 로고    scopus 로고
    • LabelMe: a database and web-based tool for image annotation
    • Russell B.C., Torralba A., Murphy K.P., Freeman W.T. LabelMe: a database and web-based tool for image annotation. IJCV 2008, 77:157-173.
    • (2008) IJCV , vol.77 , pp. 157-173
    • Russell, B.C.1    Torralba, A.2    Murphy, K.P.3    Freeman, W.T.4
  • 43
    • 36448974509 scopus 로고    scopus 로고
    • Groups of adjacent contour segments for object detection
    • Ferrari V., Fevrier L., Jurie F., Schmid C. Groups of adjacent contour segments for object detection. TPAMI 2008, 36-51.
    • (2008) TPAMI , pp. 36-51
    • Ferrari, V.1    Fevrier, L.2    Jurie, F.3    Schmid, C.4
  • 44
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • CVPR, IEEE
    • N. Dalal, B. Triggs, Histograms of oriented gradients for human detection, in: CVPR, IEEE, 2005, pp. 886-893.
    • (2005) , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 45
    • 84866678025 scopus 로고    scopus 로고
    • Three things everyone should know to improve object retrieval
    • CVPR, IEEE
    • R. Arandjelovic, A. Zisserman, Three things everyone should know to improve object retrieval, in: CVPR, IEEE, 2012, pp. 2911-2918.
    • (2012) , pp. 2911-2918
    • Arandjelovic, R.1    Zisserman, A.2
  • 47
    • 77955989584 scopus 로고    scopus 로고
    • Global and efficient self-similarity for object classification and detection
    • CVPR, IEEE
    • T. Deselaers, V. Ferrari, Global and efficient self-similarity for object classification and detection, in: CVPR, IEEE, 2010, pp. 1633-1640.
    • (2010) , pp. 1633-1640
    • Deselaers, T.1    Ferrari, V.2
  • 48
    • 5044224293 scopus 로고    scopus 로고
    • Sharing features: efficient boosting procedures for multiclass object detection
    • CVPR, IEEE
    • A. Torralba, K.P. Murphy, W.T. Freeman, Sharing features: efficient boosting procedures for multiclass object detection, in: CVPR, IEEE, 2004, pp. 762-769.
    • (2004) , pp. 762-769
    • Torralba, A.1    Murphy, K.P.2    Freeman, W.T.3
  • 49
    • 84862183536 scopus 로고    scopus 로고
    • A relational distance-based framework for hierarchical image understanding
    • P.L. Carmona, J.S. Sánchez, A.L.N. Fred (Eds.), ICPRAM (2), SciTePress
    • L. Antanas, M. van Otterlo, J.O.M., T. Tuytelaars, L.D. Raedt, A relational distance-based framework for hierarchical image understanding, in: P.L. Carmona, J.S. Sánchez, A.L.N. Fred (Eds.), ICPRAM (2), SciTePress, 2012, pp. 206-218.
    • (2012) , pp. 206-218
    • Antanas, L.1    van Otterlo, M.2    Jose Oramas, M.3    Tuytelaars, T.4    Raedt, L.D.5


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