Sonka, Milan

15 publications

WACV 2025 Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen

WACV 2024 PHG-Net: Persistent Homology Guided Medical Image Classification Yaopeng Peng, Hongxiao Wang, Milan Sonka, Danny Z. Chen

ICML 2023 Provable Multi-Instance Deep AUC Maximization with Stochastic Pooling Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang

ICCV 2021 Large-Scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification Zhuoning Yuan, Yan Yan, Milan Sonka, Tianbao Yang

CVPR 2017 Efficient Optimization for Hierarchically-Structured Interacting Segments (HINTS) Hossam Isack, Olga Veksler, Ipek Oguz, Milan Sonka, Yuri Boykov

CVPR 2016 Hedgehog Shape Priors for Multi-Object Segmentation Hossam Isack, Olga Veksler, Milan Sonka, Yuri Boykov

CVPR 2011 Feature Guided Motion Artifact Reduction with Structure-Awareness in 4D CT Images Dongfeng Han, John E. Bayouth, Qi Song, Sudershan Bhatia, Milan Sonka, Xiaodong Wu

CVPR 2010 Simultaneous Searching of Globally Optimal Interacting Surfaces with Shape Priors Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin

ICCV 2009 Optimal Multiple Surfaces Searching for Video/image Resizing - A Graph-Theoretic Approach Dongfeng Han, Xiaodong Wu, Milan Sonka

CVPR 2008 Globally Optimal Surface Segmentation Using Regional Properties of Segmented Objects Xin Dou, Xiaodong Wu, Andreas Wahle, Milan Sonka

ECCV 2006 Computer Vision Approaches to Medical Image Analysis, Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006 Revised Papers Reinhard Beichel, Milan Sonka

ECCV 2006 Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis Michael Sass Hansen, Fei Zhao, Honghai Zhang, Nicholas E. Walker, Andreas Wahle, Thomas D. Scholz, Milan Sonka

ECCV 2004 Assessment of Intrathoracic Airway Trees: Methods and in Vivo Validation Kálmán Palágyi, Juerg Tschirren, Eric A. Hoffman, Milan Sonka

ECCV 2004 Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, ECCV 2004 Workshops CVAMIA and MMBIA, Prague, Czech Republic, May 15, 2004, Revised Selected Papers Milan Sonka, Ioannis A. Kakadiaris, Jan Kybic

CVPR 2004 Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka