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Constrained-CNN losses for weakly supervised segmentation.
Kervadec H, Dolz J, Tang M, Granger E, Boykov Y, Ben Ayed I. Kervadec H, et al. Among authors: boykov y. Med Image Anal. 2019 May;54:88-99. doi: 10.1016/j.media.2019.02.009. Epub 2019 Feb 13. Med Image Anal. 2019. PMID: 30851541
Kernel Clustering: Density Biases and Solutions.
Marin D, Tang M, Ayed IB, Boykov Y. Marin D, et al. Among authors: boykov y. IEEE Trans Pattern Anal Mach Intell. 2019 Jan;41(1):136-147. doi: 10.1109/TPAMI.2017.2780166. Epub 2017 Dec 6. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 29990278
Image Segmentation Using Deep Learning: A Survey.
Minaee S, Boykov Y, Porikli F, Plaza A, Kehtarnavaz N, Terzopoulos D. Minaee S, et al. Among authors: boykov y. IEEE Trans Pattern Anal Mach Intell. 2022 Jul;44(7):3523-3542. doi: 10.1109/TPAMI.2021.3059968. Epub 2022 Jun 3. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 33596172 Review.
Local Submodularization for Binary Pairwise Energies.
Gorelick L, Boykov Y, Veksler O, Ayed IB, Delong A. Gorelick L, et al. Among authors: boykov y. IEEE Trans Pattern Anal Mach Intell. 2017 Oct;39(10):1985-1999. doi: 10.1109/TPAMI.2016.2630686. Epub 2016 Nov 18. IEEE Trans Pattern Anal Mach Intell. 2017. PMID: 27875215
Convexity Shape Prior for Binary Segmentation.
Gorelick L, Veksler O, Boykov Y, Nieuwenhuis C. Gorelick L, et al. Among authors: boykov y. IEEE Trans Pattern Anal Mach Intell. 2017 Feb;39(2):258-271. doi: 10.1109/TPAMI.2016.2547399. IEEE Trans Pattern Anal Mach Intell. 2017. PMID: 28103187
Interactive Segmentation with Super-Labels.
Delong A, Gorelick L, Schmidt FR, Veksler O, Boykov Y. Delong A, et al. Among authors: boykov y. Energy Minimization Methods Comput Vis Pattern Recognit. 2011;6819:147-162. doi: 10.1007/978-3-642-23094-3_11. Energy Minimization Methods Comput Vis Pattern Recognit. 2011. PMID: 25309973 Free PMC article.