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2014

Journal Article

A sparse embedding and least variance encoding approach to hashing

Zhu, Xiaofeng, Zhang, Lei and Huang, Zi (2014). A sparse embedding and least variance encoding approach to hashing. IEEE Transactions on Image Processing, 23 (9) 6844160, 3737-3750. doi: 10.1109/TIP.2014.2332764

A sparse embedding and least variance encoding approach to hashing

2014

Journal Article

Robust hashing with local models for approximate similarity search

Song, Jingkuan, Yang, Yi, Li, Xuelong, Huang, Zi and Yang, Yang (2014). Robust hashing with local models for approximate similarity search. IEEE Transactions on Cybernetics, 44 (7) 6714849, 1225-1236. doi: 10.1109/TCYB.2013.2289351

Robust hashing with local models for approximate similarity search

2014

Journal Article

Social event identification and ranking on flickr

Li, Xuefei, Cai, Hongyun, Huang, Zi, Yang, Yang and Zhou, Xiaofang (2014). Social event identification and ranking on flickr. World Wide Web, 18 (5), 1219-1245. doi: 10.1007/s11280-014-0295-z

Social event identification and ranking on flickr

2014

Conference Publication

SK-LSH: an efficient index structure for approximate nearest neighbor search

Liu, Yingfan, Cui, Jiangtao, Huang, Zi, Li, Hui and Shen, Heng Tao (2014). SK-LSH: an efficient index structure for approximate nearest neighbor search. 40th International Conference on Very Large Data Bases, Hangzhou, China, 1-15 September 2014. Burlington, MA, USA: Morgan Kaufmann Publishers. doi: 10.14778/2732939.2732947

SK-LSH: an efficient index structure for approximate nearest neighbor search

2014

Conference Publication

WeMash: an online system for web video mashup

Wang, Peng, Yang, Yang, Huang, Zi, Cao, Jiewei and Shen, Heng Tao (2014). WeMash: an online system for web video mashup. ACM Multimedia 2014: 22nd ACM International Conference on Multimedia, Orlando, FL, USA, 3-7 November, 2014. New York, NY, USA: ACM (Association for Computing Machinery). doi: 10.1145/2647868.2654868

WeMash: an online system for web video mashup

2014

Conference Publication

Multi-output regression with tag correlation analysis for effective image tagging

Cai, Hongyun, Huang, Zi, Zhu, Xiaofeng, Zhang, Qing and Li, Xuefei (2014). Multi-output regression with tag correlation analysis for effective image tagging. 19th International Conference on Database Systems for Advanced Applications, DASFAA 2014, Bali, Indonesia, 21 - 24 April 2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-05813-9_3

Multi-output regression with tag correlation analysis for effective image tagging

2014

Conference Publication

UQ-DKE's participation at MediaEval 2014 placing Task

Cao, Jiewei, Huang, Zi, Yang, Yang and Shen, Heng Tao (2014). UQ-DKE's participation at MediaEval 2014 placing Task. Multimedia Benchmark Workshop, MediaEval 2014, Barcelona, Spain, 16-17 October 2014. Aachen, Germany: CEUR-WS.

UQ-DKE's participation at MediaEval 2014 placing Task

2014

Conference Publication

A temporal context-aware model for user behavior modeling in social media systems

Yin, Hongzhi, Cui, Bin, Chen, Ling, Hu, Zhiting and Huang, Zi (2014). A temporal context-aware model for user behavior modeling in social media systems. 2014 ACM SIGMOD International Conference on Management of Data, SIGMOD 2014, Snowbird, UT United States, 22-27 June 2014. New York, NY United States: Association for Computing Machinery. doi: 10.1145/2588555.2593685

A temporal context-aware model for user behavior modeling in social media systems

2014

Conference Publication

Scalable gaussian process regression for prediction of material properties

Belisle, Eve, Huang, Zi and Gheribi, A. (2014). Scalable gaussian process regression for prediction of material properties. 25th Australasian Database Conference, ADC 2014, Brisbane, QLD Australia, 14 - 16 July2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-08608-8_4

Scalable gaussian process regression for prediction of material properties

2014

Conference Publication

EventEye: Monitoring evolving events from tweet streams

Cai, Hongyun, Tang, Zhongxian, Yang, Yang and Huang, Zi (2014). EventEye: Monitoring evolving events from tweet streams. 2014 ACM Conference on Multimedia, MM 2014, Orlando, FL United States, 3 - 7 November 2014. New York, NY United States: Association for Computing Machinery. doi: 10.1145/2647868.2654871

EventEye: Monitoring evolving events from tweet streams

2013

Conference Publication

Data Centric Research at The University of Queensland

Zhou, Xiaofang, Sadiq, Shazia, Shen, Heng Tao, Li, Xue, Sharaf, Mohamed A.., Huang, Zi, Zheng, Kai, Hunter, Jane, Green, Peter and Indulska, Marta (2013). Data Centric Research at The University of Queensland. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2536669.2536682

Data Centric Research at The University of Queensland

2013

Journal Article

On the influence propagation of web videos

Liu, Jiajun, Yang, Yi, Huang, Zi, Yang, Yang and Shen, Heng Tao (2013). On the influence propagation of web videos. IEEE Transactions on Knowledge and Data Engineering, 26 (99) 6583164, 1961-1973. doi: 10.1109/TKDE.2013.142

On the influence propagation of web videos

2013

Journal Article

Image classification with manifold learning for out-of-sample data

Han, Yahong, Xu, Zhongwen, Ma, Zhigang and Huang, Zi (2013). Image classification with manifold learning for out-of-sample data. Signal Processing, 93 (8), 2169-2177. doi: 10.1016/j.sigpro.2012.05.036

Image classification with manifold learning for out-of-sample data

2013

Journal Article

Near-duplicate video retrieval: current research and future trends

Liu, Jiajun, Huang, Zi, Cai, Hongyun, Shen, Heng Tao, Ngo, Chong-wah and Wang, Wei (2013). Near-duplicate video retrieval: current research and future trends. ACM Computing Surveys, 45 (4) 2501658, 44.1-44.23. doi: 10.1145/2501654.2501658

Near-duplicate video retrieval: current research and future trends

2013

Journal Article

Effective multiple feature hashing for large-scale near-duplicate video retrieval

Song, Jingkuan, Yang, Yi, Huang, Zi, Shen, Heng Tao and Luo, Jiebo (2013). Effective multiple feature hashing for large-scale near-duplicate video retrieval. IEEE Transactions on Multimedia, 15 (8) 6553136, 1997-2008. doi: 10.1109/TMM.2013.2271746

Effective multiple feature hashing for large-scale near-duplicate video retrieval

2013

Journal Article

Sparse hashing for fast multimedia search

Zhu, Xiaofeng, Huang, Zi, Cheng, Hong, Cui, Jiangtao and Shen, Heng Tao (2013). Sparse hashing for fast multimedia search. ACM Transactions on Information Systems, 31 (2) 9, 9.1-9.24. doi: 10.1145/2457465.2457469

Sparse hashing for fast multimedia search

2013

Journal Article

Local image tagging via graph regularized joint group sparsity

Yang, Yang, Huang, Zi, Yang, Yi, Liu, Jiajun, Shen, Heng Tao and Luo, Jiebo (2013). Local image tagging via graph regularized joint group sparsity. Pattern Recognition, 46 (5), 1358-1368. doi: 10.1016/j.patcog.2012.10.026

Local image tagging via graph regularized joint group sparsity

2013

Journal Article

Video-to-shot tag propagation by Graph Sparse Group Lasso

Zhu, Xiaofeng, Huang, Zi, Cui, Jiangtao and Shen, Heng Tao (2013). Video-to-shot tag propagation by Graph Sparse Group Lasso. IEEE Transactions On Multimedia, 15 (3) 6380623, 633-646. doi: 10.1109/TMM.2012.2233723

Video-to-shot tag propagation by Graph Sparse Group Lasso

2013

Journal Article

Multi-feature fusion via hierarchical regression for multimedia analysis

Yang, Yi, Song, Jingkuan, Huang, Zi, Ma, Zhigang, Sebe, Nicu and Hauptmann, Alexander G. (2013). Multi-feature fusion via hierarchical regression for multimedia analysis. IEEE Transactions On Multimedia, 15 (3) 6384799, 572-581. doi: 10.1109/TMM.2012.2234731

Multi-feature fusion via hierarchical regression for multimedia analysis

2013

Journal Article

A gram-based string paradigm for efficient video subsequence search

Huang, Zi, Liu, Jiajun, Cui, Bin and Du, Xiaoyong (2013). A gram-based string paradigm for efficient video subsequence search. IEEE Transactions On Multimedia, 15 (3) 6392966, 608-620. doi: 10.1109/TMM.2012.2236307

A gram-based string paradigm for efficient video subsequence search