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Publications – 2018

2018

  • Ren Li and Kien A. Hua, “Improve Image Description via Embedded Object Structure Graph and Semantic Feature Matching,” in Proceedings of the 2018 IEEE Symposium on Multimedia, December 10-12, 2018.
  • Jun Ye, Guo-Jun Qi, Naifan Zhuang, Hao Hu, and Kien A. Hua, “Learning Compact Features for Human Activity Recognition via Probabilistic First-Take-All” in IEEE Transactions on Pattern Analysis and Machine Intellegence (TPAMI), to appear in 2018.
  • Naifan Zhuang, The Duc Kieu, Jun Ye, and Kien A. Hua, “Convolutional Nonlinear Differential Recurrent Neural Networks for Crowd Scene Understanding,” to appear in a special issue on Best Papers from the 19th IEEE International Symposium of Multimedia (ISM 2017) of International Journal of Semantic Computing, Vol. 12, No. 3 (2018) 1-20.
  • Sansiri Tarnpradab, and Kien A. Hua, “Attention Based Neural Architecture for Rumor Detection with Author Context Awareness,” in Proceedings of the Thirteenth International Conference on Digital Information Management (ICDIM) 2018, Berlin, Germany, September 24-26, 2018.
  • Michael X. Huang, Jiajia Li, Grace Ngai, Hong Va Leong, and Kien A. Hua, “Fast-PADMA: Rapidly Adapting Facial Affect Model from Similar Individuals,” in IEEE Transactions on Multimedia, Vol. 20, Issue 7, July 2018, pp. 1901-1915.
  • Kevin Joslyn, Kai Li, and Kien A. Hua, “Cross-Modal Retrieval Using Deep De-correlated Subspace Ranking Hashing” in Proceedings of ACM International Conference on Multimedia Retrieval (ICMR) 2018, Yokohama, Japan, June 11-14, 2018.
  • Yang Liu, Zhonhei Gu, Tobey H. Ko, and Kien A. Hua, “Learning Perceptual Embeddings with Two Related Tasks for Joint Predictions of Media Interestingness and Emotions,” in Proceedings of ACM International Conference on Multimedia Retrieval (ICMR) 2018, Yokohama, Japan, June 11-14, 2018.
  • Kai Li, Guo-Jun Qi, and Kien A. Hua, “Learning Label Preserving Binary Codes for Multimedia Retrieval: A General Approach” in ACM Transactions on Multimedia Computing, Communications and Applications, Volume 14, Issue 1, January 2018.