Publications

Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong, Zhen Zhang, Chao Chen, Damith C. Ranasinghe, Javen Qinfeng Shi (2018). An adaptive markov random field for structured compressive sensing. IEEE Transactions on Image Processing.
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Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton Van Den Hengel (2017). Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties. Proceedings of the AAAI Conference on Artificial Intelligence.
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Zhen Zhang, Julian J. McAuley, Yong Li, Wei Wei, Yanning Zhang, Qinfeng Shi (2017). Dynamic Programming Bipartite Belief Propagation For Hyper Graph Matching.. IJCAI.
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Rui Yao, Shixiong Xia, Zhen Zhang, Yanning Zhang (2016). Real-time correlation filter tracking by efficient dense belief propagation with structure preserving. IEEE Transactions on Multimedia.
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Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Anton Van Den Hengel (2016). Pairwise matching through max-weight bipartite belief propagation. Proceedings of the IEEE conference on computer vision and pattern recognition.
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Seyed Hamid Rezatofighi, Anton Milan, Zhen Zhang, Qinfeng Shi, Anthony Dick, Ian Reid (2016). Joint probabilistic matching using m-best solutions. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.
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Mingkui Tan, Qinfeng Shi, Anton Van Den Hengel, Chunhua Shen, Junbin Gao, Fuyuan Hu, Zhen Zhang (2015). Learning graph structure for multi-label image classification via clique generation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.
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Seyed Hamid Rezatofighi, Anton Milan, Zhen Zhang, Qinfeng Shi, Anthony Dick, Ian Reid (2015). Joint probabilistic data association revisited. Proceedings of the IEEE international conference on computer vision.
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Zhen Zhang, Qinfeng Shi, Yanning Zhang, Chunhua Shen, Anton Van Den Hengel (2014). Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations. arXiv.
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Zhen Zhang, Yanning Zhang (2014). Variable kernel density estimation based robust regression and its applications. Neurocomputing.
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