[Invited papers] Supervised Nonparametric Multimodal Topic Models for Multi-class Video Classification

Author:

Xue Jianfei1,Eguchi Koji1

Affiliation:

1. Graduate School of System Informatics, Kobe University

Publisher

Institute of Image Information and Television Engineers

Subject

Computer Graphics and Computer-Aided Design,Media Technology,Signal Processing

Reference23 articles.

1. 1) David M Blei and Michael I Jordan. Modeling annotated data. In Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, pages 127-134. ACM, 2003.

2. 2) David M Blei, Andrew Y Ng, and Michael I Jordan. Latent Dirichlet allocation. the Journal of machine Learning research, 3:993-1022, 2003.

3. 3) Andrew M Dai and Amos J Storkey. The supervised hierarchical Dirichlet process. IEEE transactions on pattern analysis and machine intelligence, 37(2):243-255, 2015.

4. 4) Elena Erosheva, Stephen Fienberg, and John Lafferty. Mixed-membership models of scientific publications. Proceedings of the National Academy of Sciences of the United States of America, 101:5220-5227, 2004.

5. 5) Kosuke Fukumasu, Koji Eguchi, and Eric P Xing. Symmetric correspondence topic models for multilingual text analysis. In Advances in Neural Information Processing Systems, pages 1286-1294, 2012.

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1. Topic-based Video Analysis;ACM Computing Surveys;2021-07

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