메뉴 건너뛰기




Volumn 36, Issue 2, 2014, Pages 303-316

Learning multimodal latent attributes

Author keywords

Attribute learning; latent attribute space; multitask learning; transfer learning; zero shot learning

Indexed keywords

ATTRIBUTE LEARNING; LATENT ATTRIBUTE SPACE; MULTITASK LEARNING; TRANSFER LEARNING; ZERO-SHOT LEARNING;

EID: 84891603587     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2013.128     Document Type: Article
Times cited : (136)

References (44)
  • 2
    • 0002309377 scopus 로고
    • Recovering intrinsic scene characteristics from images
    • Elsevier
    • H. Barrow and J. Tenenbaum, "Recovering Intrinsic Scene Characteristics from Images," Computer Vision Systems, Elsevier, 1978.
    • (1978) Computer Vision Systems
    • Barrow, H.1    Tenenbaum, J.2
  • 3
    • 0023322501 scopus 로고
    • Recognition by components-A theory of human image understanding
    • I. Biederman, "Recognition by Components-A Theory of Human Image Understanding," Psychological Rev., vol. 94, pp. 115-147, 1987.
    • (1987) Psychological Rev. , vol.94 , pp. 115-147
    • Biederman, I.1
  • 12
    • 34547469390 scopus 로고    scopus 로고
    • Can high-level concepts fill the semantic gap in video retrieval? A case study with broadcast news
    • DOI 10.1109/TMM.2007.900150
    • A. Hauptmann, R. Yan, W.-H. Lin, M. Christel, and H. Wactlar, "Can High-Level Concepts Fill the Semantic Gap in Video Retrieval? A Case Study with Broadcast News," IEEE Trans. Multimedia, vol. 9, no. 5, pp. 958-966, Aug. 2007. (Pubitemid 47171252)
    • (2007) IEEE Transactions on Multimedia , vol.9 , Issue.5 , pp. 958-966
    • Hauptmann, A.1    Yan, R.2    Lin, W.-H.3    Christel, M.4    Wactlar, H.5
  • 14
    • 84867864817 scopus 로고    scopus 로고
    • Video behaviour mining using a dynamic topic model
    • T. Hospedales, S. Gong, and T. Xiang, "Video Behaviour Mining Using a Dynamic Topic Model," Int'l J. Computer Vision, vol. 98, pp. 303-323, 2011.
    • (2011) Int'l J. Computer Vision , vol.98 , pp. 303-323
    • Hospedales, T.1    Gong, S.2    Xiang, T.3
  • 15
    • 80054954521 scopus 로고    scopus 로고
    • Identifying rare and subtle behaviours: A weakly supervised joint topic model
    • Dec.
    • T. Hospedales, J. Li, S. Gong, and T. Xiang, "Identifying Rare and Subtle Behaviours: A Weakly Supervised Joint Topic Model," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 33, no. 12, pp. 2451-2464, Dec. 2011.
    • (2011) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.33 , Issue.12 , pp. 2451-2464
    • Hospedales, T.1    Li, J.2    Gong, S.3    Xiang, T.4
  • 17
    • 72949121298 scopus 로고    scopus 로고
    • Representations of keypoint-based semantic concept detection: A comprehensive study
    • Jan.
    • Y.-G. Jiang, J. Yang, and C.-W. Ngo, "Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study," IEEE Trans. Multimedia, vol. 12, no. 1, pp. 42-53, Jan. 2010.
    • (2010) IEEE Trans. Multimedia , vol.12 , Issue.1 , pp. 42-53
    • Jiang, Y.-G.1    Yang, J.2    Ngo, C.-W.3
  • 19
    • 84905161670 scopus 로고    scopus 로고
    • Columbia-UCF TRECVID2010 multimedia event detection: Combining multiple modalities contextual concepts and temporal matching
    • Y.-G. Jiang, X. Zeng, G. Ye, S. Bhattacharya, D. Ellis, M. Shah, and S.-F. Chang, "Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities Contextual Concepts and Temporal Matching," Proc. NIST TRECVID Workshop, 2010.
    • (2010) Proc. NIST TRECVID Workshop
    • Jiang, Y.-G.1    Zeng, X.2    Ye, G.3    Bhattacharya, S.4    Ellis, D.5    Shah, M.6    Chang, S.-F.7
  • 23
    • 24944451092 scopus 로고    scopus 로고
    • On space-time interest points
    • DOI 10.1007/s11263-005-1838-7
    • I. Laptev, "On Space-Time Interest Points," Int'l J. Computer Vision, vol. 64, pp. 107-123, Sept. 2005. (Pubitemid 41314645)
    • (2005) International Journal of Computer Vision , vol.64 , Issue.2-3 , pp. 107-123
    • Laptev, I.1
  • 25
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D.G. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," Int'l J. Computer Vision, vol. 60, pp. 91-110, 2004.
    • (2004) Int'l J. Computer Vision , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 29
    • 45049084813 scopus 로고    scopus 로고
    • Unsupervised learning of human action categories using spatial-temporal words
    • J.C. Niebles, H. Wang, and L. Fei-Fei, "Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words," Int'l J. Computer Vision, vol. 79, no. 3, pp. 299-318, 2008.
    • (2008) Int'l J. Computer Vision , vol.79 , Issue.3 , pp. 299-318
    • Niebles, J.C.1    Wang, H.2    Fei-Fei, L.3
  • 40
    • 69549129405 scopus 로고    scopus 로고
    • Human action recognition by semilatent topic models
    • Oct.
    • Y. Wang and G. Mori, "Human Action Recognition by Semilatent Topic Models," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 31, no. 10, pp. 1762-1774, Oct. 2009.
    • (2009) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.31 , Issue.10 , pp. 1762-1774
    • Wang, Y.1    Mori, G.2
  • 41
    • 79960671651 scopus 로고    scopus 로고
    • Tag tagging: Towards more descriptive keywords of image content
    • Aug.
    • K. Yang, X.-S. Hua, M. Wang, and H.-J. Zhang, "Tag Tagging: Towards More Descriptive Keywords of Image Content," IEEE Trans. Multimedia, vol. 13, no. 4, pp. 662-673, Aug. 2011.
    • (2011) IEEE Trans. Multimedia , vol.13 , Issue.4 , pp. 662-673
    • Yang, K.1    Hua, X.-S.2    Wang, M.3    Zhang, H.-J.4
  • 43
    • 84855413670 scopus 로고    scopus 로고
    • Attribute-based transfer learning for object categorization with zero/one training example
    • X. Yu and Y. Aloimonos, "Attribute-Based Transfer Learning for Object Categorization with Zero/One Training Example," Proc. European Conf. Computer Vision, 2010.
    • (2010) Proc. European Conf. Computer Vision
    • Yu, X.1    Aloimonos, Y.2
  • 44
    • 33745456231 scopus 로고    scopus 로고
    • Semi-supervised learning literature survey
    • Univ. of Wisconsin-Madison
    • X. Zhu, "Semi-Supervised Learning Literature Survey," Technical Report 1530, Dept. of Computer Science, Univ. of Wisconsin-Madison, 2007.
    • (2007) Technical Report 1530, Dept. of Computer Science
    • Zhu, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.