[My Bibtex]My Bibtex
[Google Scholar]My Google Scholar

Journal Publications

Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed and Andrew Delong  
Local Submodularization for Binary Pairwise Energies (PDF).
Transactions on Pattern Analysis and Machine Intelligence (TPAMI), pending publication, 2017.
Lena Gorelick, Olga Veksler, Yuri Boykov, Claudia Nieuwenhuis  
Convexity Shape Prior for Binary Segmentation (PDF).
Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 39(2): 258-271, 2017.
Lena Gorelick, Olga Veksler, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Glenn Bauman, Aaron Fenster, and Aaron D. Ward  
Prostate Histopathology: Learning Tissue Component Histograms for Cancer Detection and Classification (PDF).
Transactions on Medical Imaging (TMI) 32(10): 1804-1818, 2013.
Andrew Delong, Lena Gorelick, Olga Veksler and Yuri Boykov,  
Minimizing Energies with Hierarchical Costs (PDF).
International Journal of Computer Vision (IJCV), 100(1):38-58, October 2012.
Lena Gorelick and Ronen Basri,  
Shape-Based Object Detection and Top-Down Delineation Using Image Segments (PDF).
International Journal of Computer Vision (IJCV), January 2009.
Lena Gorelick, Moshe Blank, Eli Shechtman, Ronen Basri and Michal Irani,  
Actions as Space-Time Shapes (PDF).
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Vol. 29, No. 12, December 2007, pp. 2247-2253.
*See webpage for example sequences and results.
Lena Gorelick, Meirav Galun, Eitan Sharon, Ronen Basri and Achi Brandt,  
Shape Representation and Classification Using the Poisson Equation (PDF).
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 28, No. 12, December 2006.

Conference Publications

Lena Gorelick, Zhengqin Li and Olga Veksler  
Double Expansion for Multilabel Segmentation with Shape Prior (PDF).
In The British Machine Vision Conference (BMVC ), London, UK, September 2017. (accepted as oral)
Lena Gorelick, Yuri Boykov and Olga Veksler  
Adaptive and Move-Making Auxiliary Cuts for Binary Pairwise Energies (PDF).
In Computer Vision and Pattern Recognition(CVPR), Honolulu, Hawaii, July 2017.
Lena Gorelick, Olga Veksler, Yuri Boykov and Claudia Nieuwenhuis  
Convexity Shape Prior for Segmentation (PDF).
In European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 2014. (accepted as oral)
The code, slides and poster will soon be available.
Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed and Andrew Delong  
Submodularization for Binary Pairwise Energies (PDF).
In Computer Vision and Pattern Recognition(CVPR), Columbus, Ohio, June 2014. (accepted as Oral)
The code, slides and poster are available.
Claudia Nieuwenhuis, Eno Toeppe, Lena Gorelick, Olga Veksler and Yuri Boykov
Efficient Squared Curvature (PDF).
In Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, June 2014.
Meng Tang, Lena Gorelick, Olga Veksler and Yuri Boykov,  
GrabCut in One Cut (PDF).
In IEEE International Conf. on Computer Vision (ICCV), Sydney, Australia, December 2013.
Ismail Ben Ayed, Lena Gorelick and Yuri Boykov,  
Auxiliary Cuts for General Classes of Higher-Order Functionals (PDF).
In Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, June 2013.
Lena Gorelick, Frank R.Schmidt and Yuri Boykov,  
Fast Trust Region for Segmentation (PDF).
In IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, June 2013.
Lena Gorelick, Frank R.Schmidt, Yuri Boykov, Andrew Delong and Aaron Ward,  
Segmentation with non-linear regional constraints via line-search cuts (PDF).
In European Conference on Computer Vision (ECCV), Florence, Italy, October, 2012.
Lena Gorelick, Andrew Delong, Olga Veksler and Yuri Boykov,  
Recursive MDL via Graph Cuts: Application to Segmentation (PDF).
In International Conference on Computer Vision (ICCV), Barcelona, Spain, November 2011.
Andrew Delong, Lena Gorelick, Frank R. Schmidt, Olga Veksler and Yuri Boykov.
Interactive Segmentation with Super Labels.
In Energy Min. Methods in Comp. Vision and Pattern Recognition (EMMCVPR), Saint Petersburg, Russia, July 2011.( accepted as Oral)
Grace Vesom, Nathan D. Cahill, Lena Gorelick and J.A. Noble,  
Characterization of anatomical shape based on random walk hitting times (PDF).
2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy (MFCA), New York, 2008.
Nathan D. Cahill, Grace Vesom, Lena Gorelick, J. Brady, J.A. Noble and J.M. Brady,  
Investigating implicit shape representations for alignment of livers from serial CT examinations. (PDF).
IEEE Int. Symposium on Biomedical Imaging (ISBI), Paris, 2008.
Moshe Blank, Lena Gorelick, Eli Shechtman, Ronen Basri and Michal Irani,  
Actions as Space-Time Shapes (PDF).
IEEE International Conf. on Computer Vision (ICCV), Beijing, October 2005.
*See webpage for example sequences and results.
Lena Gorelick, Meirav Galun, Eitan Sharon, Ronen Basri and Achi Brandt,  
Shape Representation and Classification Using the Poisson Equation. (PDF)
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Washington, June 2004.