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RePose: Learning Deep Kinematic Priors for Fast Human Pose Estimation

Feb 10, 2020
Hossam Isack, Christian Haene, Cem Keskin, Sofien Bouaziz, Yuri Boykov, Shahram Izadi, Sameh Khamis


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Image Segmentation Using Deep Learning: A Survey

Jan 18, 2020
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos


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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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Constrained-CNN losses forweakly supervised segmentation

May 12, 2018
Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, Yuri Boykov, Ismail Ben Ayed

* Submitted to the 1st conference on Medical Image with Deep Learning (MIDL) 

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On Regularized Losses for Weakly-supervised CNN Segmentation

Apr 10, 2018
Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov


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Normalized Cut Loss for Weakly-supervised CNN Segmentation

Apr 04, 2018
Meng Tang, Abdelaziz Djelouah, Federico Perazzi, Yuri Boykov, Christopher Schroers

* Accepted at CVPR 2018 

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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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Efficient optimization for Hierarchically-structured Interacting Segments (HINTS)

Mar 30, 2017
Hossam Isack, Olga Veksler, Ipek Oguz, Milan Sonka, 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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A-expansion for multiple "hedgehog" shapes

Feb 02, 2016
Hossam Isack, Yuri Boykov, Olga Veksler


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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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Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions

May 01, 2015
Yuri Boykov, Hossam Isack, Carl Olsson, Ismail Ben Ayed

* 9 pages, 9 figures, 1 table 

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Joint Energy-based Detection and Classificationon of Multilingual Text Lines

Jul 23, 2014
Igor Milevskiy, Yuri Boykov


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Efficient Regularization of Squared Curvature

Apr 15, 2014
Claudia Nieuwenhuis, Eno Toeppe, Lena Gorelick, Olga Veksler, Yuri Boykov

* 8 pages, 12 figures, to appear at IEEE conference on Computer Vision and Pattern Recognition (CVPR), June 2014 

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Submodularization for Quadratic Pseudo-Boolean Optimization

Apr 15, 2014
Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed, Andrew Delong

* 8 pages, 5 figures, to appear at IEEE conference on Computer Vision and Pattern Recognition (CVPR), June 2014 

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Joint optimization of fitting & matching in multi-view reconstruction

Apr 09, 2014
Hossam Isack, Yuri Boykov

* 33 pages, 8 figures, 2 tables, to appear in IEEE conference on Computer Vision and Pattern Recognition (CVPR), June 2014 

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An Experimental Comparison of Trust Region and Level Sets

Nov 08, 2013
Lena Gorelick, Ismail BenAyed, Frank R. Schmidt, Yuri Boykov

* 8 pages, 6 figures 

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Simplifying Energy Optimization using Partial Enumeration

Oct 08, 2013
Carl Olsson, Johannes Ulen, Yuri Boykov, Vladimir Kolmogorov

* 13 pages, 16 figures. "Partial Enumeration and Curvature Regularization" In International Conference on Computer Vision (ICCV), 2013 

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