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Efficient Segmentation: Learning Downsampling Near Semantic Boundaries

Jul 16, 2019
Dmitrii Marin, Zijian He, Peter Vajda, Priyam Chatterjee, Sam Tsai, Fei Yang, Yuri Boykov


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Divergence Prior and Vessel-tree Reconstruction

Nov 24, 2018
Zhongwen Zhang, Egor Chesakov, Dmitrii Marin, Yuri Boykov

* 10 pages, 18 figures 

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ADM for grid CRF loss in CNN segmentation

Sep 07, 2018
Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov


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Kernel clustering: density biases and solutions

Dec 06, 2017
Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov


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Kernel Cuts: MRF meets Kernel & Spectral Clustering

Sep 21, 2016
Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov

* The main ideas of this work are published in our conference papers: "Normalized cut meets MRF" [70] (ECCV 2016) and "Secrets of Grabcut and kernel K-means" [41] (ICCV 2015) 

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Thin Structure Estimation with Curvature Regularization

Sep 16, 2015
Dmitrii Marin, Yuri Boykov, Yuchen Zhong

* The IEEE International Conference on Computer Vision (ICCV), 2015, pp. 397-405 
* D. Marin, Y. Zhong, M. Drangova, Y. Boykov. Thin Structure Estimation with Curvature Regularization. International Conference on Computer Vision (ICCV), Santiago, Chili, December 2015, to appear 

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