Convexity Shape Prior for Binary Segmentaiton:This library implements the TR Convexity optimization algorithm for binary segmentation with convexity shape prior and L1 color separation term.
TR_Convexity_v1.05 includes interactive user interface along with matlab code and C++ code/executable for maxflow/mincut (~1.7MB).
Convexity Database includes 51 natural images with convex objects. The database includes user scribbles, ground turth segmentations and results obtained with our method using 5x5 and 11x11 orientation stencils with direct and gradual approach.(~12MB).
| Lena Gorelick, Olga Veksler and Yuri Boykov, Claudia Nieuwenhuis
Convexity Shape Prior for Segmentation (PDF).
In European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 2014.
LSA-TR:This library implements the LSA-TR optimization algorithm for binary pairwise energies.
LSA_TR_v2.03 includes matlab code along with C++ code/executable for maxflow/mincut (~60kB).
| Lena Gorelick, Olga Veksler and Yuri Boykov, Ismail Ben Ayed, Andrew Delong
Submodularization for binary pairwise energies (PDF).
In Conference on Computer Vision and Pattern Recognition (CVPR), Columbus Ohio, June 2014.
OneCut with user seeds:C++ Code, executable & interface (~2.5MB)
| 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.
Action as Space-Time Shapes code:Actions as Space-Time Shape code in MATLAB (ZIP file)
Start with the "reviewGeneralScript.m"
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 Vol. 29, No. 12, December 2007, pp. 2247-2253.
*See webpage for example sequences and results.
Poisson Solvers:Basic 2D Geometric Multigrid in MATLAB (~4KB)
Basic 3D Geometric Multigrid in MATLAB(~6KB)
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, Vol. 28, No. 12, December 2006.
Handwritten Digits database:USPS