Meizhu Liu, Ph.D.
Affiliations: | 2011 | University of Florida, Gainesville, Gainesville, FL, United States |
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Computer ScienceGoogle:
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Sign in to add mentor| Baba Vemuri | grad student | 2011 | UF Gainesville | |
| (Total Bregman divergence, a robust divergence measure, and its applications.) | ||||
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Publications
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| Mei J, Liu M, Wang YF, et al. (2015) Learning a Mahalanobis Distance-Based Dynamic Time Warping Measure for Multivariate Time Series Classification. Ieee Transactions On Cybernetics |
| Mei J, Liu M, Karimi HR, et al. (2014) LogDet divergence-based metric learning with triplet constraints and its applications. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 4920-31 |
| Liu M, Vemuri BC, Deriche R. (2013) A robust variational approach for simultaneous smoothing and estimation of DTI. Neuroimage. 67: 33-41 |
| Liu M, Vemuri BC. (2012) A Robust and Efficient Doubly Regularized Metric Learning Approach. Computer Vision - Eccv ... : ... European Conference On Computer Vision : Proceedings. European Conference On Computer Vision. 7575: 646-659 |
| Liu M, Vemuri BC, Deriche R. (2012) UNSUPERVISED AUTOMATIC WHITE MATTER FIBER CLUSTERING USING A GAUSSIAN MIXTURE MODEL. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2012: 522-525 |
| Liu M, Vemuri BC, Amari S, et al. (2012) Shape retrieval using hierarchical total Bregman soft clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 2407-19 |
| Liu M, Vemuri BC. (2011) Robust and Efficient Regularized Boosting Using Total Bregman Divergence. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2011 |
| Liu M, Lu L, Bi J, et al. (2011) Robust large scale prone-supine polyp matching using local features: a metric learning approach. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 75-82 |
| Liu M, Vemuri BC. (2011) RBOOST: RIEMANNIAN DISTANCE BASED REGULARIZED BOOSTING. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2011: 1831-1834 |
| Vemuri BC, Liu M, Amari S, et al. (2011) Total Bregman divergence and its applications to DTI analysis. Ieee Transactions On Medical Imaging. 30: 475-83 |