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Volumn 7575 LNCS, Issue PART 4, 2012, Pages 359-372

Scene recognition on the semantic manifold

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED FORM; DATA SETS; FEATURE EMBEDDING; GEODESIC DISTANCES; IMAGE REPRESENTATIONS; LARGE DATASETS; LINEAR SVM; LOW-COMPLEXITY; MANIFOLD STRUCTURES; NATURAL MEASURE; POSITIVE DEFINITE KERNELS; RECOGNITION METHODS; RECOGNITION RATES; SCENE RECOGNITION; SEMANTIC SPACE; SIMILARITY MEASURE; SPATIAL INFORMATIONS; SQUARE-ROOTING; SUPPORT VECTOR; SVM CLASSIFIERS;

EID: 84867882564     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33765-9_26     Document Type: Conference Paper
Times cited : (69)

References (36)
  • 1
    • 84867857946 scopus 로고    scopus 로고
    • Rapid natural scene categorization in the near absence of attention
    • Fei-Fei, L., Van Rullen, R., Koch, C., Perona, P.: Rapid natural scene categorization in the near absence of attention. PNAS 99, 9566-9601 (1999)
    • (1999) PNAS , vol.99 , pp. 9566-9601
    • Fei-Fei, L.1    Van Rullen, R.2    Koch, C.3    Perona, P.4
  • 2
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of a scene: A holistic representation of the spatial envelope
    • Olivia, A., Torralba, A.: Modeling the shape of a scene: A holistic representation of the spatial envelope. IJCV 42, 145-175 (2001)
    • (2001) IJCV , vol.42 , pp. 145-175
    • Olivia, A.1    Torralba, A.2
  • 3
    • 33745155436 scopus 로고    scopus 로고
    • A bayesian hierarchical model for learning natural scene categories
    • Fei-Fei, L., Perona, P.: A bayesian hierarchical model for learning natural scene categories. In: CVPR (2005)
    • (2005) CVPR
    • Fei-Fei, L.1    Perona, P.2
  • 4
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing scene categories
    • Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing scene categories. In: CVPR (2006)
    • (2006) CVPR
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 5
    • 70450162315 scopus 로고    scopus 로고
    • Recognizing indoor scenes
    • Quattoni, A., Torralba, A.: Recognizing indoor scenes. In: CVPR (2009)
    • (2009) CVPR
    • Quattoni, A.1    Torralba, A.2
  • 6
    • 85162513516 scopus 로고    scopus 로고
    • Object bank: A high-level image representation for scene classification & semantic feature sparsification
    • Li, L.J., Su, H., Xing, E., Fei-Fei, L.: Object bank: A high-level image representation for scene classification & semantic feature sparsification. In: NIPS (2010)
    • (2010) NIPS
    • Li, L.J.1    Su, H.2    Xing, E.3    Fei-Fei, L.4
  • 7
    • 84867861156 scopus 로고    scopus 로고
    • Adapted gaussian mixtures for image classification
    • Dixit, M., Rasiwasia, N., Vasconcelos, N.: Adapted gaussian mixtures for image classification. In: CVPR (2011)
    • (2011) CVPR
    • Dixit, M.1    Rasiwasia, N.2    Vasconcelos, N.3
  • 8
    • 50649101132 scopus 로고    scopus 로고
    • Image classification with random forests and ferns
    • Bosch, A., Zisserman, A., Munoz, X.: Image classification with random forests and ferns. In: ICCV (2007)
    • (2007) ICCV
    • Bosch, A.1    Zisserman, A.2    Munoz, X.3
  • 9
    • 79959493878 scopus 로고    scopus 로고
    • CENTRIST: A visual descriptor for scene categorization
    • Wu, J., Rehg, J.: CENTRIST: A visual descriptor for scene categorization. PAMI 33, 1489-1501 (2011)
    • (2011) PAMI , vol.33 , pp. 1489-1501
    • Wu, J.1    Rehg, J.2
  • 10
    • 33745855044 scopus 로고    scopus 로고
    • Pyramid match kernels: Discriminative classification with sets of image features
    • Grauman, K., Darrell, T.: Pyramid match kernels: Discriminative classification with sets of image features. In: ICCV (2005)
    • (2005) ICCV
    • Grauman, K.1    Darrell, T.2
  • 11
    • 51949095824 scopus 로고    scopus 로고
    • Scene classification with low-dimensional semantic spaces and weak supervision
    • Rasiwasia, N., Vasconcelos, N.: Scene classification with low-dimensional semantic spaces and weak supervision. In: CVPR (2008)
    • (2008) CVPR
    • Rasiwasia, N.1    Vasconcelos, N.2
  • 13
    • 63049090639 scopus 로고    scopus 로고
    • Apsychophysically plausible-model for typicality ranking of natural scenes
    • Schwaninger, A.,Vogel, J., Hofer, F., Schiele, B.: Apsychophysically plausible-model for typicality ranking of natural scenes. ACM Trans. Appl. Percept. 3, 333-353 (2006)
    • (2006) ACM Trans. Appl. Percept. , vol.3 , pp. 333-353
    • Schwaninger, A.1    Vogel, J.2    Hofer, F.3    Schiele, B.4
  • 14
    • 51949090223 scopus 로고    scopus 로고
    • In defense of nearest-neighbor based image classification
    • Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. In: CVPR (2008)
    • (2008) CVPR
    • Boiman, O.1    Shechtman, E.2    Irani, M.3
  • 15
    • 45349097640 scopus 로고    scopus 로고
    • Universal and adapted vocabularies for generic visual categorization
    • Perronnin, F.: Universal and adapted vocabularies for generic visual categorization. PAMI 30, 1243-1256 (2008)
    • (2008) PAMI , vol.30 , pp. 1243-1256
    • Perronnin, F.1
  • 16
    • 84864073952 scopus 로고    scopus 로고
    • SUN database: Largescale scene recognition from Abbey to Zoo
    • Xiao, J., Hayes, J., Ehringer, K., Olivia, A., Torralba, A.: SUN database: Largescale scene recognition from Abbey to Zoo. In: CVPR (2010)
    • (2010) CVPR
    • Xiao, J.1    Hayes, J.2    Ehringer, K.3    Olivia, A.4    Torralba, A.5
  • 17
    • 33745835368 scopus 로고    scopus 로고
    • Sampling Strategies for Bag-of-Features Image Classification
    • Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006, Part IV. Springer, Heidelberg
    • Nowak, E., Jurie, F., Triggs, B.: Sampling Strategies for Bag-of-Features Image Classification. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006, Part IV. LNCS, vol. 3954, pp. 490-503. Springer, Heidelberg (2006)
    • (2006) LNCS , vol.3954 , pp. 490-503
    • Nowak, E.1    Jurie, F.2    Triggs, B.3
  • 19
    • 77953184603 scopus 로고    scopus 로고
    • Max-margin additive classifiers for detection
    • Maji, S., Berg, A.: Max-margin additive classifiers for detection. In: ICCV (2009)
    • (2009) ICCV
    • Maji, S.1    Berg, A.2
  • 20
    • 77956008923 scopus 로고    scopus 로고
    • Large-scale image categorization with explicit data embedding
    • Perronnin, F.: Large-scale image categorization with explicit data embedding. In: CVPR (2010)
    • (2010) CVPR
    • Perronnin, F.1
  • 22
    • 84885614497 scopus 로고    scopus 로고
    • Text classification with kernels on the multinomial manifold
    • Zhang, D., Chen, X., Lee, W.: Text classification with kernels on the multinomial manifold. In: ACM SIGIR (2005)
    • (2005) ACM SIGIR
    • Zhang, D.1    Chen, X.2    Lee, W.3
  • 23
    • 84972503977 scopus 로고
    • The geometry of asymptotic inference
    • Kaas, R.: The geometry of asymptotic inference. Stat. Sci. 4, 188-219 (1989)
    • (1989) Stat. Sci. , vol.4 , pp. 188-219
    • Kaas, R.1
  • 24
    • 17644380073 scopus 로고    scopus 로고
    • A Kullback-Leibler divergence based kernel for SVM classification in multimedia applications
    • Moreno, P., Ho, P., Vasconcelos, N.: A Kullback-Leibler divergence based kernel for SVM classification in multimedia applications. In: NIPS (2003)
    • (2003) NIPS
    • Moreno, P.1    Ho, P.2    Vasconcelos, N.3
  • 26
    • 21844459752 scopus 로고    scopus 로고
    • Diffusion kernels on statistical manifolds
    • Lafferty, J., Lebanon, G.: Diffusion kernels on statistical manifolds. JMLR 6, 129-163 (2005)
    • (2005) JMLR , vol.6 , pp. 129-163
    • Lafferty, J.1    Lebanon, G.2
  • 27
    • 84856658219 scopus 로고    scopus 로고
    • Learning parameterized histogram kernels on the simplex manifold for image and action classification
    • Ablavsky, V., Sclaroff, S.: Learning parameterized histogram kernels on the simplex manifold for image and action classification. In: ICCV (2011)
    • (2011) ICCV
    • Ablavsky, V.1    Sclaroff, S.2
  • 28
    • 77953226691 scopus 로고    scopus 로고
    • Beyond the euclidean distance: Creating effective visual codebooks using the histogram intersection kernel
    • Wu, J., Rehg, J.: Beyond the euclidean distance: Creating effective visual codebooks using the histogram intersection kernel. In: ICCV (2009)
    • (2009) ICCV
    • Wu, J.1    Rehg, J.2
  • 29
    • 78149344615 scopus 로고    scopus 로고
    • Image Classification Using Super-Vector Coding of Local Image Descriptors
    • Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. Springer, Heidelberg
    • Zhou, X., Yu, K., Zhang, T., Huang, T.S.: Image Classification Using Super-Vector Coding of Local Image Descriptors. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. LNCS, vol. 6315, pp. 141-154. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6315 , pp. 141-154
    • Zhou, X.1    Yu, K.2    Zhang, T.3    Huang, T.S.4
  • 30
    • 50649103674 scopus 로고    scopus 로고
    • What, where and who? Classifying events by scene and object recognition
    • Li, L.J., Fei-Fei, L.: What, where and who? classifying events by scene and object recognition. In: ICCV (2007)
    • (2007) ICCV
    • Li, L.J.1    Fei-Fei, L.2
  • 31
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.: Distinctive image features from scale-invariant keypoints. IJCV 60, 91-110 (2004)
    • (2004) IJCV , vol.60 , pp. 91-110
    • Lowe, D.1
  • 32
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • Chang, C.C., Lin, C.J.: LIBSVM: A library for support vector machines. ACM TIST 2, 1-27 (2011)
    • (2011) ACM TIST , vol.2 , pp. 1-27
    • Chang, C.C.1    Lin, C.J.2
  • 33
    • 50949133669 scopus 로고    scopus 로고
    • LIBLINEAR: A library for large linear classification
    • Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: LIBLINEAR: A library for large linear classification. JMLR 9, 1871-1874 (2008)
    • (2008) JMLR , vol.9 , pp. 1871-1874
    • Fan, R.E.1    Chang, K.W.2    Hsieh, C.J.3    Wang, X.R.4    Lin, C.J.5
  • 34
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machines for histogram-based image classification
    • Chapelle, O., Haffner, P., Vapnik, V.: Support vector machines for histogram-based image classification. IEEE Trans. Neural Netw. 10, 1055-1064 (1999)
    • (1999) IEEE Trans. Neural Netw. , vol.10 , pp. 1055-1064
    • Chapelle, O.1    Haffner, P.2    Vapnik, V.3
  • 35
    • 70450178502 scopus 로고    scopus 로고
    • Simultaneous image classification and annotation
    • Wang, C., Blei, D., Fei-Fei, L.: Simultaneous image classification and annotation. In: CVPR (2009)
    • (2009) CVPR
    • Wang, C.1    Blei, D.2    Fei-Fei, L.3
  • 36
    • 84856650974 scopus 로고    scopus 로고
    • Scene recognition and weakly supervised object localization with deformable part-based models
    • Pandey, M., Lazebnik, S.: Scene recognition and weakly supervised object localization with deformable part-based models. In: ICCV (2011)
    • (2011) ICCV
    • Pandey, M.1    Lazebnik, S.2


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