I am working on estimating structures and labels simultaneously in probabilistic graphical models. My research interests include structured learning and inference, computer vision as well as a joint of them.
Publications:
Zhenhua Wang, Zhiyi Zhang, Nan Geng,
A Message Passing Algorithm for MRF Inference with Unknown Graphs and Its Applications In Asian Conference on Computer Vision (ACCV), Singapore, November 1-5, 2014, best paper award. [pdf]
Qinfeng Shi, Mark Reid, Tiberio Caetano, Anton van den Hengel, and Zhenhua Wang,
A Hybrid Loss for Multiclass and Structured Prediction IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), To Appear, 2014. [arXiv: 1402.1921 ]
Zhenhua Wang, Qinfeng Shi, Chunhua Shen, Anton van den Hengel,
Bilinear programming for Human Activity Recognition with Unknown MRF Graphs In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 13), Portland, USA, June 25-27, 2013. [pdf] [source code]
Zhenhua Wang, Nan Geng, Zhiyi Zhang,
Surface Mesh Reconstruction Based on Contours, In International Conference on Computational Intelligence and Software Engineering, 2009. [DOI: 10.1109/CISE.2009.5365813 ]
Zhiyi Zhang, Zhenhua Wang, Dongjian He,
A New Bi-cubic Triangular Gregory Patch, In International Conference on Computational Intelligence and Software Engineering, 2008. [DOI:10.1109/CSSE.2008.298 ]
