Citation: | TIAN Feng and SHEN Xukun, “Learning Semantic Concepts from Noisy Media Collection for Automatic Image Annotation,” Chinese Journal of Electronics, vol. 24, no. 4, pp. 790-794, 2015, doi: 10.1049/cje.2015.10.021 |
M. Wang, B. Ni and X.S. Hua, "Assistive tagging: A survey of multimedia tagging with human-computer joint exploration", ACM Computing Surveys(CSUR), Vol.44, No.4, pp.25- 25, 2012.
|
J. Liu and J.P. Du, "Latent topic fusion-based cross-media image semantic annotation", Acta Electronica Sinica, Vol.42, No.5, pp.987-991, 2014.
|
A. Makadia, V. Pavlovic and S. Kumar, "A new baseline for image annotation", Proc. of ECCV 2008, Marseille, France, pp.316-329, 2009.
|
M. Guillaumin, T. Mensink and J. Verbeek, "Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation", Proc. of IEEE 12th International Conference on Computer Vision, Miami, Florida, USA, pp.309-316, 2009.
|
S. Zhang, J. Huang and Y. Huang, "Automatic image annotation using group sparsity", Proc. of 23th IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, USA, pp.3312-3319, 2010.
|
N. Nguyen and R. Caruana, "Classification with partial labels", Proc. of 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, USA, pp.551-559, 2008.
|
J. Fan, Y. Shen and N. Zhou, "Harvesting large-scale weaklytagged image databases from the web", Proc. of 23th IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, USA, pp.802-809, 2010.
|
X. He and R.S. Zemel, "Learning hybrid models for image annotation with partially labeled data", Proc. of 24th Annual Conference on Advances in Neural Information Processing Systems, Vancouver, Canada, pp.625-632, 2009.
|
S.S. Bucak, R. Jin and A.K. Jain, "Multi-label learning with incomplete class assignments", Proc. of 24th IEEE Conference on Computer Vision and Pattern Recognition, Colorado Springs, USA, pp.2801-2808, 2011.
|
S. Shalev-Shwartz, Y. Singer and N. Srebro, "Pegasos: Primal estimated sub-gradient solver for SVM", Mathematical programming, Vol.127, No.1, pp.3-30, 2011.
|
Y. Saad and M.H. Schultz, "GMRES: A generalized minimal residual algorithm for solving nonsymmetric linear systems", SIAM Journal on scientific and statistical computing, Vol.7, No.3, pp.856-569, 1986.
|
M.J. Huiskes and M.S. Lew, "The MIR flickr retrieval evaluation", Proc. of 1st ACM International Conference on Multimedia Information Retrieval, Vancouver, Canada, pp.39-43, 2008.
|
G. Carneiro, A.B. Chan and P.J. Moreno, "Supervised learning of semantic classes for image annotation and retrieval", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.29, No.3, pp.394-410, 2007.
|