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Volumn 2016-December, Issue , 2016, Pages 78-86

One-shot learning of scene locations via feature trajectory transfer

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; TRAJECTORIES;

EID: 84986294604     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2016.16     Document Type: Conference Paper
Times cited : (56)

References (31)
  • 1
    • 33745139169 scopus 로고    scopus 로고
    • Cross-generalization: Learning novel classes from a single example by feature replacement
    • 3, 5
    • E. Bart and S. Ullman. Cross-generalization: learning novel classes from a single example by feature replacement. In CVPR, 2005.
    • (2005) CVPR
    • Bart, E.1    Ullman, S.2
  • 5
    • 33144466753 scopus 로고    scopus 로고
    • One-shot learning for object categorization
    • 3
    • L. Fei-Fei, R. Fergus, and P. Perona. One-shot learning for object categorization. TPAMI, 28 (4): 594-611, 2006.
    • (2006) TPAMI , vol.28 , Issue.4 , pp. 594-611
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 6
    • 33745155436 scopus 로고    scopus 로고
    • A Bayesian hierarchical model for learning natural scene categories
    • 2
    • L. Fei-Fei and P. Perona. A Bayesian hierarchical model for learning natural scene categories. In CVPR, 2005.
    • (2005) CVPR
    • Fei-Fei, L.1    Perona, P.2
  • 7
    • 84898963788 scopus 로고    scopus 로고
    • Object classification from a single example utilizing relevance metrics
    • 3, 4, 7
    • M. Fink. Object classification from a single example utilizing relevance metrics. In NIPS, 2005.
    • (2005) NIPS
    • Fink, M.1
  • 8
    • 84938217896 scopus 로고    scopus 로고
    • Multi-scale orderless pooling of deep convolutional activation features
    • 1, 2
    • Y. Gong, L. Wang, R. Guo, and S. Lazebnik. Multi-scale orderless pooling of deep convolutional activation features. In ECCV, 2014.
    • (2014) ECCV
    • Gong, Y.1    Wang, L.2    Guo, R.3    Lazebnik, S.4
  • 9
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • 5
    • A. Krizhevsky, I. Sutskever, and G. E. Hinton. Imagenet classification with deep convolutional neural networks. In NIPS, 2012.
    • (2012) NIPS
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 10
    • 84897509063 scopus 로고    scopus 로고
    • Scene recognition on the semantic manifold
    • 2, 3
    • R. Kwitt, N. Vasconcelos, and N. Rasiwasia. Scene recognition on the semantic manifold. In ECCV, 2012.
    • (2012) ECCV
    • Kwitt, R.1    Vasconcelos, N.2    Rasiwasia, N.3
  • 11
    • 84905741277 scopus 로고    scopus 로고
    • Transient attributes for high-level understanding and editing of outdoor scenes
    • 1, 2, 5, 6, 8
    • P.-Y. Laffont, R. Zhile, X. Tao, C. Qian, and J. Hays. Transient attributes for high-level understanding and editing of outdoor scenes. ACM TOG, 33 (4), 2014.
    • (2014) ACM TOG , vol.33 , Issue.4
    • Laffont, P.-Y.1    Zhile, R.2    Tao, X.3    Qian, C.4    Hays, J.5
  • 12
    • 70450172710 scopus 로고    scopus 로고
    • Learning to detect unseen object classes by between-class attribute transfer
    • 2
    • C. H. Lampert, H. Nickisch, and S. Harmeling. Learning to detect unseen object classes by between-class attribute transfer. In CVPR, 2009.
    • (2009) CVPR
    • Lampert, C.H.1    Nickisch, H.2    Harmeling, S.3
  • 13
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing scene categories
    • 2
    • S. Lazebnik, C. Schmid, and J. Ponce. 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
  • 14
    • 84874034396 scopus 로고    scopus 로고
    • Metric learning from relative comparisons by minimizing squared residual
    • 7
    • E. Y. Liu, Z. Guo, X. Zhang, and V. Jojic W. Wang. Metric learning from relative comparisons by minimizing squared residual. In ICDM, 2012.
    • (2012) ICDM
    • Liu, E.Y.1    Guo, Z.2    Zhang, X.3    Jojic Wang W, V.4
  • 15
    • 84959213675 scopus 로고    scopus 로고
    • Understanding deep image representations by inverting them
    • 8
    • A. Mahendran and A. Vedaldi. Understanding deep image representations by inverting them. In CVPR, 2015.
    • (2015) CVPR
    • Mahendran, A.1    Vedaldi, A.2
  • 16
    • 84863411575 scopus 로고    scopus 로고
    • Ensemble of exemplar-SVMs for object detection and beyond
    • 3
    • T. Malisiewicz, A. Gupta, and A. A. Efros. Ensemble of exemplar-SVMs for object detection and beyond. In ICCV, 2011.
    • (2011) ICCV
    • Malisiewicz, T.1    Gupta, A.2    Efros, A.A.3
  • 17
    • 84986242658 scopus 로고    scopus 로고
    • Learning from oneexample through shared density transforms
    • 3, 4
    • E. G. Miller, N. E. Matsakis, and P. Viola. Learning from oneexample through shared density transforms. In CVPR, 2000.
    • (2000) CVPR
    • Miller, E.G.1    Matsakis, N.E.2    Viola, P.3
  • 20
    • 84950247341 scopus 로고    scopus 로고
    • Domain-adaptive discriminative one-shot learning of gestures
    • 3
    • T. Pfister, J. Charles, and A. Zisserman. Domain-adaptive discriminative one-shot learning of gestures. In ECCV, 2014.
    • (2014) ECCV
    • Pfister, T.1    Charles, J.2    Zisserman, A.3
  • 21
    • 51949095824 scopus 로고    scopus 로고
    • Scene classification with low-dimensional semantic spaces and weak supervision
    • 2
    • N. Rasiwasia and N. Vasconcelos. Scene classification with low-dimensional semantic spaces and weak supervision. In CVPR, 2008.
    • (2008) CVPR
    • Rasiwasia, N.1    Vasconcelos, N.2
  • 22
    • 84883487458 scopus 로고    scopus 로고
    • Image classification with the Fisher vector: Theory and practice
    • 2
    • J. Sánchez, F. Perronnin, T. Mensink, and J. Verbeek. Image classification with the Fisher vector: Theory and practice. IJCV, 105 (3): 222-245, 2013.
    • (2013) IJCV , vol.105 , Issue.3 , pp. 222-245
    • Sánchez, J.1    Perronnin, F.2    Mensink, T.3    Verbeek, J.4
  • 23
    • 84863224200 scopus 로고    scopus 로고
    • Improving image classification using semantic attributes
    • 2
    • Y. Su and F. Jurie. Improving image classification using semantic attributes. IJCV, 100 (1): 59-77, 2012.
    • (2012) IJCV , vol.100 , Issue.1 , pp. 59-77
    • Su, Y.1    Jurie, F.2
  • 24
    • 77956008920 scopus 로고    scopus 로고
    • Optimizing one-shot recognition with micro-set learning
    • 3, 4, 5, 7
    • K. D. Tang, M. F. Tappen, R. Sukthankar, and C. H. Lampert. Optimizing one-shot recognition with micro-set learning. In CVPR, 2010.
    • (2010) CVPR
    • Tang, K.D.1    Tappen, M.F.2    Sukthankar, R.3    Lampert, C.H.4
  • 25
    • 80052908300 scopus 로고    scopus 로고
    • Unbiased look at dataset bias
    • 1
    • A. Torralba and A. A Efros. Unbiased look at dataset bias. In CVPR, 2011.
    • (2011) CVPR
    • Torralba, A.1    Efros, A.A.2
  • 27
    • 84924067462 scopus 로고    scopus 로고
    • SUN database: Exploring a large collection of scene categories
    • 2
    • J. Xiao, K. A. Ehinger, J. Hays, A. Torralba, and A. Oliva. SUN database: Exploring a large collection of scene categories. IJCV, pages 1-20, 2014.
    • (2014) IJCV , pp. 1-20
    • Xiao, J.1    Ehinger, K.A.2    Hays, J.3    Torralba, A.4    Oliva, A.5
  • 28
    • 77955988947 scopus 로고    scopus 로고
    • SUN database: Large-scale scene recognition from abbey to zoo
    • 3
    • J. Xiao, J. Hays, K. Ehinger, A. Oliva, and A. Torralba. SUN database: Large-scale scene recognition from abbey to zoo. In CVPR, 2010.
    • (2010) CVPR
    • Xiao, J.1    Hays, J.2    Ehinger, K.3    Oliva, A.4    Torralba, A.5
  • 29
    • 84986313183 scopus 로고    scopus 로고
    • Multi-task transfer methods to improve one-shot learning for multimedia events
    • 4
    • W. Yan, J. Yap, and G. Mori. Multi-task transfer methods to improve one-shot learning for multimedia events. In BMVC, 2015.
    • (2015) BMVC
    • Yan, W.1    Yap, J.2    Mori, G.3
  • 30
    • 84855413670 scopus 로고    scopus 로고
    • Attribute-based transfer learning for object categorization with zero/one training example
    • 3, 4
    • X. Yu and Y. Aloimonos. Attribute-based transfer learning for object categorization with zero/one training example. In ECCV, 2010.
    • (2010) ECCV
    • Yu, X.1    Aloimonos, Y.2
  • 31
    • 84937964578 scopus 로고    scopus 로고
    • Learning deep features for scene recognition using Places database
    • 1, 2, 3, 5
    • B. Zhou, A. Lapedriza, J. Xiao, A. Torralba, and A. Oliva. Learning deep features for scene recognition using Places database. In NIPS, 2014.
    • (2014) NIPS
    • Zhou, B.1    Lapedriza, A.2    Xiao, J.3    Torralba, A.4    Oliva, A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.