8.7.3 Level Set Segmentation, Level Set Methods

Sussman, M., Smereka, P., and Osher, S.J.,
A Level Set Approach for Computing Solutions to Incompressible Two-Phase Flow,
CompPhys(114), 1994, pp. 146-159. BibRef 9400

Kimmel, R., Amir, A., Bruckstein, A.M.,
Finding Shortest Paths on Surfaces Using Level Sets Propagation,
PAMI(17), No. 6, June 1995, pp. 635-640.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9506

Samson, C.[Christophe], Blanc-Féraud, L.[Laure], Aubert, G.[Gilles], Zerubia, J.B.[Josiane B.],
A Variational Model for Image Classification and Restoration,
PAMI(22), No. 5, May 2000, pp. 460-472.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0008
BibRef

Samson, C.[Christophe], Blanc-Féraud, L.[Laure], Aubert, G.[Gilles], Zerubia, J.B.[Josiane B.],
Two Variational Models for Multispectral Image Classification,
EMMCVPR01(344-356).
Springer DOI Link 0205
BibRef

Bect, J.[Julien], Blanc-Féraud, L.[Laure], Aubert, G.[Gilles], Chambolle, A.[Antonin],
A/1-Unified Variational Framework for Image Restoration,
ECCV04(Vol IV: 1-13).
WWW Version. 0405
BibRef

Samson, C.[Christophe], Blanc-Féraud, L.[Laure], Aubert, G.[Gilles], Zerubia, J.B.[Josiane B.],
A Level Set Model for Image Classification,
IJCV(40), No. 3, December 2000, pp. 187-197.
WWW Version. 0102
BibRef
Earlier: ScaleSpace99(306-317). variational model, level set model, active regions, image classification, labelling BibRef

Samson, C.[Christophe], Blanc-Feraud, L.[Laure], Zerubia, J.B.[Josiane B.], Aubert, G.[Gilles],
Simultaneous Image Classification and Restoration Using a Variational Approach,
CVPR99(II: 618-623).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9900

Blanc-Feraud, L.[Laure], Tebout, S., Aubert, G., Barlaud, M.,
Nonlinear Regularization Using Constrained Edges in Image Reconstruction,
ICIP96(II: 449-452).
IEEE DOI Link BibRef 9600

Teboul, S., Blanc-Feraud, L., Aubert, G., and Barlaud, M.,
Segmentation and Edge-Preserving Restoration,
ICIP97(II: 470-473).
IEEE DOI Link BibRef 9700

Deng, J.[Jiangwen], Tsui, H.T.,
A fast level set method for segmentation of low contrast noisy biomedical images,
PRL(23), No. 1-3, January 2002, pp. 161-169.
HTML Version. 0201
BibRef

Sifakis, E.[Eftichis], Garcia, C.[Christophe], Tziritas, G.[Georgios],
Bayesian Level Sets for Image Segmentation,
JVCIR(13), No. 1/2, March/June 2002, pp. 44-64.
WWW Version. 0204
BibRef

Sifakis, E.[Eftychis], Tziritas, G.[Georgios],
Robust object boundary determination using a locally adaptive level set algorithm,
ICIP03(I: 141-144).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Sarti, A.[Augusto], Tubaro, S.[Stefano],
Image-based surface modeling: a multi-resolution approach,
SP(82), No. 9, September 2002, pp. 1215-1232.
HTML Version. 0206
BibRef
And:
Modeling closed surfaces in a multi-resolution fashion,
3DPVT02(362-367).
IEEE DOI Link 0206
See also Detection and characterisation of planar fractures using a 3D Hough transform. BibRef

Sarti, A.[Augusto], Tubaro, S.[Stefano],
Image-Based Multiresolution Implicit Object Modeling,
JASP(2002), No. 10, October 2002, pp. 1053-1066.
HTML Version. 0211
BibRef
Earlier:
Multiresolution Implicit Object Modeling,
VMV01(xx-yy).
PDF Version. 0209
BibRef

Colosimo, A., Sarti, A., Tubaro, S.,
Image-based Object Modeling: A Multiresolution Level-set Approach,
ICIP01(II: 181-184).
IEEE Abstract. IEEE Top Reference. 0108
BibRef
And: A2, A3, Only:
A Multiresolution Level-set Approach to Surface Fusion,
ICIP01(II: 205-208).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Vese, L.A.[Luminita A.], Chan, T.F.[Tony F.],
A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model,
IJCV(50), No. 3, December 2002, pp. 271-293.
WWW Version. 0211
BibRef
Earlier: A2, A1:
A Level Set Algorithm for minimizing the Mumford-Shah functional in Image Processing,
LevelSet01(xx-yy). 0106
See also Optimal Approximations by Piecewise Smooth Functions and Variational Problems. See also Active contours without edges. BibRef

Chan, T.F.[Tony F.], Zhu, W.[Wei],
Level Set Based Shape Prior Segmentation,
CVPR05(II: 1164-1170).
IEEE DOI Link 0507
BibRef

Chung, G.[Ginmo], Vese, L.A.[Luminita A.],
Energy Minimization Based Segmentation and Denoising Using a Multilayer Level Set Approach,
EMMCVPR05(439-455).
Springer DOI Link 0601
BibRef

Wang, D.J.[De-Jun], Soatto, S.[Stefano], Prados, E.[Emmanuel],
Towards Robust and Physically Plausible Shaded Stereoscopic Segmentation,
3DCINE06(171).
IEEE DOI Link 0609
BibRef

Hong, B.W.[Byung-Woo], Prados, E.[Emmanuel], Soatto, S.[Stefano], Vese, L.A.[Luminita A.],
Shape Representation based on Integral Kernels: Application to Image Matching and Segmentation,
CVPR06(I: 833-840).
IEEE DOI Link 0606
BibRef

Kervrann, C.[Charles], Trubuil, A.[Alain],
Optimal Level Curves and Global Minimizers of Cost Functionals in Image Segmentation,
JMIV(17), No. 2, September 2002, pp. 153-174.
WWW Version. 0211
BibRef

Kervrann, C.[Charles], Hoebeke, M.[Mark], Trubuil, A.[Alain],
Isophotes Selection and Reaction-Diffusion Model for Object Boundaries Estimation,
IJCV(50), No. 1, October 2002, pp. 63-94.
WWW Version. 0210
BibRef
Earlier:
A Level Line Selection Approach for Object Boundary Estimation,
ICCV99(963-968).
IEEE DOI Link BibRef
Earlier:
Level Lines as Global Minimizers of Energy Functionals in Image Segmentation,
ECCV00(II: 241-256).
WWW Version. 0003
BibRef

Paragios, N.[Nikos],
Guest Editorial: Special Issue on Variational and Level Set Methods in Computer Vision,
IJCV(50), No. 3, December 2002, pp. 235-235.
WWW Version. 0211
BibRef

Combettes, P.L., Luo, J.[Jian],
An adaptive level set method for nondifferentiable constrained image recovery,
IP(11), No. 11, November 2002, pp. 1295-1304.
IEEE DOI Link 0301
BibRef

Tsai, A., Yezzi, A.J., Wells, III, W.M.[William M.], Tempany, C., Tucker, D., Fan, A., Grimson, W.E.L., Willsky, A.S.,
A shape-based approach to the segmentation of medical imagery using level sets,
MedImg(22), No. 2, February 2003, pp. 137-154.
IEEE Top Reference.
PDF Version. 0304
BibRef

Nilsson, B.[Björn], Heyden, A.[Anders],
A fast algorithm for level set-like active contours,
PRL(24), No. 9-10, June 2003, pp. 1331-1337.
WWW Version. 0304
BibRef
Earlier:
Fast Approximation of Level Set Computations: Application to Image Segmentation,
SCIA01(P-W3A). 0206
BibRef

Peng, D., Merriman, B., Osher, S.J.[Stanley J.], Zhao, H.K., and Kang, M.,
A PDE-based fast local level set method,
CompPhys(155), No. 2, 1999, pp. 410-438.
WWW Version. BibRef 9900

Osher, S.J.[Stanley J.], Paragios, N.[Nikos],
Geometric Level Set Methods in Imaging, Vision, and Graphics,
Springer-VerlagJuly 2003. ISBN: 0-387-95488-0.
WWW Version. Nine areas: Level Set Versus Langrangian Methods, Edge Detection & Boundary Extraction, Scale & Vector Image Reconstruction, Grouping, Knowledge-based Segmentation & Registration, Motion Analysis, Computational Stereo & Implicit Surfaces, Medical Image Analysis, Computer Graphics & Simulations. BibRef 0307

Osher, S.J.[Stanley J.], Fedkiw, R.,
Level Set Methods and Dynamic Implicit Surfaces,
New York: SpringerVerlag, 2002, ISBN: 978-0387954820. To purchase this book look here BibRef 0200

Sumengen, B.[Baris],
Matlab toolbox for Level Set Methods,
Online2008.
HTML Version. Code, Segmentation. Code, Segmentation, Matlab. The code follows Osher and Fedkiw book. BibRef 0800

Han, X.[Xiao], Xu, C.Y.[Chen-Yang], Prince, J.L.,
Topology preserving level set method for geometric deformable models,
PAMI(25), No. 6, June 2003, pp. 755-768.
IEEE Abstract. IEEE Top Reference. 0306
BibRef
Earlier:
A Topology Preserving Deformable Model Using Level Sets,
CVPR01(II:765-770).
IEEE Abstract. IEEE Top Reference. 0110
For cases where topology must be preserved. Uses local computations. Active contour model. BibRef

Han, X.[Xiao], Xu, C.Y.[Chen-Yang], Prince, J.L.[Jerry L.],
A Moving Grid Framework for Geometric Deformable Models,
IJCV(84), No. 1, August 2009, pp. xx-yy.
Springer DOI Link 0905
BibRef
Earlier:
A 2D moving grid geometric deformable model,
CVPR03(I: 153-160).
IEEE Abstract. IEEE Top Reference. 0307
See also Digital Topology on Adaptive Octree Grids. BibRef

Han, X., Xu, C.Y., Tosun, D., Prince, J.L.,
Cortical Surface Reconstruction Using a Topology Preserving Geometric Deformable Model,
MMBIA01(xx-yy). 0110
Cortex. BibRef

Abu-Gharbieh, R.[Rafeef], Hamarneh, G.[Ghassan], Gustavsson, T.[Tomas], Kaminski, C.[Clemens],
Level Set Curve Matching and Particle Image Velocimetry for Resolving Chemistry and Turbulence Interactions in Propagating Flames,
JMIV(19), No. 3, November 2003, pp. 199-218.
WWW Version. 0310
BibRef

Martin, P.[Pascal], Refregier, P.[Philippe], Goudail, F.[Francois], Guerault, F.[Federic],
Influence of the Noise Model on Level Set Active Contour Segmentation,
PAMI(26), No. 6, June 2004, pp. 799-803.
IEEE Abstract. IEEE Top Reference. 0404
Improve segmentation. Derive the regularization terms using the MDL. BibRef

Martin, P.[Pascal], Refregier, P.[Philippe], Galland, F., Guerault, F.[Federic],
Nonparametric Statistical Snake Based on the Minimum Stochastic Complexity,
IP(15), No. 9, August 2006, pp. 2762-2770.
IEEE DOI Link 0608
BibRef

Pardo, X.M., Leborán, V., Dosil, R.,
Integrating prior shape models into level-set approaches,
PRL(25), No. 6, 19 April 2004, pp. 631-639.
WWW Version. 0405
BibRef

Ben Ayed, I.[Ismail], Mitiche, A.[Amar], Belhadj, Z.[Ziad],
Multiregion Level-Set Partitioning of Synthetic Aperture Radar Images,
PAMI(27), No. 5, May 2005, pp. 793-800.
IEEE Abstract. IEEE Top Reference. 0501
SAR. BibRef
And:
Level Set Curve Evolution Partitioning of Polarimetric Images,
ICIP05(I: 281-284).
IEEE DOI Link 0512
BibRef

Ben Ayed, I.[Ismail], Mitiche, A.[Amar], Belhadj, Z.[Ziad],
Polarimetric Image Segmentation via Maximum-Likelihood Approximation and Efficient Multiphase Level-Sets,
PAMI(28), No. 9, September 2006, pp. 1493-1500.
IEEE DOI Link 0608
BibRef
And:
Variational Unsupervised Segmentation of Multi-Look Complex Polarimetric Images using a Wishart Observation Model,
ICIP06(3233-3236). 0610

IEEE DOI Link Level-set method applied to radar data. BibRef

Ben Ayed, I.[Ismail], Hennane, N., Mitiche, A.[Amar],
Unsupervised Variational Image Segmentation/Classification Using a Weibull Observation Model,
IP(15), No. 11, November 2006, pp. 3431-3439.
IEEE DOI Link 0610
BibRef

Salah, M.B.[Mohamed Ben], Mitiche, A.[Amar], Ben Ayed, I.[Ismail],
A Continuous Labeling for Multiphase Graph Cut Image Partitioning,
ISVC08(I: 268-277).
Springer DOI Link 0812
BibRef

Ben Ayed, I.[Ismail], Li, S.[Shuo], Ross, I.[Ian],
A Statistical Overlap Prior for Variational Image Segmentation,
IJCV(85), No. 1, October 2009, pp. xx-yy.
Springer DOI Link 0907
BibRef
Earlier:
Tracking distributions with an overlap prior,
CVPR08(1-7).
IEEE DOI Link 0806
Level set analysis. Embed information on overlap in distributions. BibRef

Besbes, O.[Olfa], Boujemaa, N.[Nozha], Belhadj, Z.[Ziad],
Stochastic image segmentation by combining region and edge cues,
ICIP08(2288-2291).
IEEE DOI Link 0810
BibRef

Besbes, O.[Olfa], Belhadj, Z.[Ziad], Boujemaa, N.[Nozha],
A Variational Framework for Adaptive Satellite Images Segmentation,
SSVM07(675-686).
Springer DOI Link 0705
BibRef
And:
Adaptive Satellite Images Segmentation by Level Set Multiregion Competition,
INRIARR-5855, 2006.
HTML Version. BibRef

Jeon, M., Alexander, M., Pedrycz, W., Pizzi, N.,
Unsupervised hierarchical image segmentation with level set and additive operator splitting,
PRL(26), No. 10, 15 July 2005, pp. 1461-1469.
WWW Version. 0506
BibRef

Zhao, Y.Q.A.[Yong-Qi-Ang], Li, M.L.[Ming-Lu],
A Hybrid Method for Vascular Segmentation,
IEICE(E88-D), No. 6, June 2005, pp. 1304-1305.
WWW Version. 0506
BibRef
Earlier:
Isosurface-Based Level Set Framework for MRA Segmentation,
ICIAR04(II: 116-123).
WWW Version. 0409
BibRef

Krissian, K.[Karl], Westin, C.F.[Carl-Fredrik],
Fast sub-voxel re-initialization of the distance map for level set methods,
PRL(26), No. 10, 15 July 2005, pp. 1532-1542.
WWW Version. 0506
BibRef

Gao, H.[Hai], Lin, W.S.[Wei-Si], Xue, P.[Ping], Siu, W.C.[Wan-Chi],
Marker-based image segmentation relying on disjoint set union,
SP:IC(21), No. 2, February 2006, pp. 100-112.
WWW Version. 0512
Pixel sorting, set union, pixel resolving. Compare to Meyer ( See also Levelings, Image Simplification Filters for Segmentation. ?) BibRef

Mansouri, A.R.[Abdol-Reza], Mitiche, A.[Amar], Vázquez, C.[Carlos],
Multiregion competition: A level set extension of region competition to multiple region image partitioning,
CVIU(101), No. 3, March 2006, pp. 137-150.
WWW Version. 0601
BibRef
Earlier:
Image partioning by level set multiregion competition,
ICIP04(IV: 2721-2724).
IEEE DOI Link 0505
BibRef
And: A3, A1, A2:
Approximation of Images by Basis Functions for Multiple Region Segmentation with Level Sets,
ICIP04(I: 549-552).
IEEE DOI Link 0505
See also Multiple Motion Segmentation with Level Sets. BibRef

Vazquez, C., Mitiche, A., Ben Ayed, I.[Ismail],
Image Segmentation as Regularized Clustering: A Fully Global Curve Evolution Method,
ICIP04(V: 3467-3470).
IEEE DOI Link 0505
BibRef

Ayed, I.B.[Ismail Ben], Mitiche, A.[Amar],
A Region Merging Prior for Variational Level Set Image Segmentation,
IP(17), No. 12, December 2008, pp. 2301-2311.
IEEE DOI Link 0811
BibRef
Earlier:
Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation,
ACCV07(I: 925-934).
Springer DOI Link 0711
BibRef
Earlier:
A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation,
ICIP06(1641-1644). 0610

IEEE DOI Link BibRef

Ayed, I.B.[Ismail Ben], Mitiche, A.[Amar],
Merging Active Contours,
ISVC08(II: 181-191).
Springer DOI Link 0812
BibRef

Ben Ayed, I.[Ismail], Vazquez, C., Mitiche, A., Belhadj, Z.,
SAR image segmentation with active contours and level sets,
ICIP04(IV: 2717-2720).
IEEE DOI Link 0505
BibRef

Dejnožková, E.[Eva], Dokládal, P.[Petr],
Embedded Real-Time Architecture for Level-Set-Based Active Contours,
JASP(2005), No. 17, 2005, pp. 2788-2803.
WWW Version. 0603
BibRef
Earlier:
Modelling of Overlapping Circular Objects Based on Level Set Approach,
ICIAR04(I: 416-423).
WWW Version. 0409
BibRef

Lie, J.[Johan], Lysaker, M.[Marius], Tai, X.C.[Xue-Cheng],
A Binary Level Set Model and Some Applications to Mumford-Shah Image Segmentation,
IP(15), No. 5, May 2006, pp. 1171-1181.
IEEE DOI Link 0605
BibRef
Earlier:
Piecewise Constant Level Set Methods and Image Segmentation,
ScaleSpace05(573-584).
WWW Version. 0505
BibRef

Tai, X.C.[Xue-Cheng], Christiansen, O.[Oddvar], Lin, P.[Ping], SkjÆlaaen, I.[Inge],
Image Segmentation Using Some Piecewise Constant Level Set Methods with MBO Type of Projection,
IJCV(73), No. 1, June 2007, pp. 61-76.
Springer DOI Link 0702
BibRef

Han, S., Tao, W., Wang, D., Tai, X.C., Wu, X.,
Image Segmentation Based on GrabCut Framework Integrating Multiscale Nonlinear Structure Tensor,
IP(18), No. 10, October 2009, pp. 2289-2302.
IEEE DOI Link 0909
BibRef

Losnegård, A.[Are], Christiansen, O.[Oddvar], Tai, X.C.[Xue-Cheng],
Piecewise Constant Level Set Method for 3D Image Segmentation,
SSVM07(687-696).
Springer DOI Link 0705
BibRef

Bae, E.[Egil], Tai, X.C.[Xue-Cheng],
Efficient Global Minimization for the Multiphase Chan-Vese Model of Image Segmentation,
EMMCVPR09(28-41).
Springer DOI Link 0908
BibRef

Bae, E.[Egil], Tai, X.C.[Xue-Cheng],
Graph Cut Optimization for the Piecewise Constant Level Set Method Applied to Multiphase Image Segmentation,
SSVM09(1-13).
Springer DOI Link 0906
BibRef

DeCezaro, A.[Adriano], Leitão, A.[Antonio], Tai, X.C.[Xue-Cheng],
On Level-Set Type Methods for Recovering Piecewise Constant Solutions of Ill-Posed Problems,
SSVM09(50-62).
Springer DOI Link 0906
BibRef

Hodneland, E.[Erlend], Tai, X.C.[Xue-Cheng], Gerdes, H.H.[Hans-Hermann],
Four-Color Theorem and Level Set Methods for Watershed Segmentation,
IJCV(82), No. 3, May 2009, pp. xx-yy.
Springer DOI Link 0903
BibRef

Tai, X.C.[Xue-Cheng], Hodneland, E.[Erlend], Weickert, J.[Joachim], Bukoreshtliev, N.V.[Nickolay V.], Lundervold, A.[Arvid], Gerdes, H.H.[Hans-Hermann],
Level Set Methods for Watershed Image Segmentation,
SSVM07(178-190).
Springer DOI Link 0705
BibRef

Groisser, D.[David],
Some Differential-Geometric Remarks on a Method for Minimizing Constrained Functionals of Matrix-Valued Functions,
JMIV(24), No. 3, May 2006, pp. 349-358.
Springer DOI Link 0605
BibRef

Cremers, D.[Daniel], Osher, S.J.[Stanley J.], Soatto, S.[Stefano],
Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation,
IJCV(69), No. 3, September 2006, pp. 335-351.
Springer DOI Link 0606
BibRef
Earlier:
Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk,
DAGM04(36-44).
WWW Version. 0505
BibRef

Cremers, D.[Daniel],
Dynamical Statistical Shape Priors for Level Set-Based Tracking,
PAMI(28), No. 8, August 2006, pp. 1262-1273.
IEEE DOI Link 0606
BibRef
Earlier:
A Multiphase Level Set Framework for Motion Segmentation,
ScaleSpace03(599-614).
HTML Version. 0310
BibRef

Cremers, D.[Daniel],
Nonlinear Dynamical Shape Priors for Level Set Segmentation,
CVPR07(1-7).
IEEE DOI Link Or:
PDF Version. 0706
BibRef

Cremers, D.[Daniel], Grady, L.[Leo],
Statistical Priors for Efficient Combinatorial Optimization Via Graph Cuts,
ECCV06(III: 263-274).
Springer DOI Link 0608
BibRef

Grady, L.[Leo], Sinop, A.K.[Ali Kemal],
Fast approximate Random Walker segmentation using eigenvector precomputation,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef
Earlier: A2, A1:
A Seeded Image Segmentation Framework Unifying Graph Cuts And Random Walker Which Yields A New Algorithm,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Sinop, A.K.[Ali Kemal], Grady, L.[Leo],
Uninitialized, Globally Optimal, Graph-Based Rectilinear Shape Segmentation: The Opposing Metrics Method,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Lombaert, H.[Herve], Sun, Y.Y.[Yi-Yong], Grady, L.[Leo], Xu, C.Y.[Chen-Yang],
A Multilevel Banded Graph Cuts Method for Fast Image Segmentation,
ICCV05(I: 259-265).
IEEE DOI Link 0510
BibRef

Lee, S.H., Seo, J.K.,
Level Set-Based Bimodal Segmentation With Stationary Global Minimum,
IP(15), No. 9, August 2006, pp. 2843-2852.
IEEE DOI Link 0608
BibRef

Brox, T.[Thomas], Weickert, J.[Joachim],
Level Set Segmentation With Multiple Regions,
IP(15), No. 10, October 2006, pp. 3213-3218.
IEEE DOI Link 0609
BibRef
Earlier:
Level Set Based Image Segmentation with Multiple Regions,
DAGM04(415-423).
WWW Version. 0505
BibRef

Brox, T.[Thomas], Bruhn, A.[Andrés], Weickert, J.[Joachim],
Variational Motion Segmentation with Level Sets,
ECCV06(I: 471-483).
Springer DOI Link 0608
BibRef

Brox, T.[Thomas], Cremers, D.[Daniel],
On Local Region Models and a Statistical Interpretation of the Piecewise Smooth Mumford-Shah Functional,
IJCV(84), No. 2, August 2009, pp. xx-yy.
Springer DOI Link 0906
BibRef
Earlier:
On the Statistical Interpretation of the Piecewise Smooth Mumford-Shah Functional,
SSVM07(203-213).
Springer DOI Link Or:
PDF Version. 0705
BibRef

Kim, Y.J., Brox, T.[Thomas], Feiden, W., Weickert, J.[Joachim],
Fully automated segmentation and morphometrical analysis of muscle fibre images,
Cytometry(A, 71), January 2007, pp. 8-15. BibRef 0701
And: TRPreprint No. 177, July 2006. Department of Mathematics, Saarland University, Saarbrücken, Germany. BibRef

Kolev, K.[Kalin], Brox, T.[Thomas], Cremers, D.[Daniel],
Robust Variational Segmentation of 3D Objects from Multiple Views,
DAGM06(688-697).
Springer DOI Link 0610
BibRef

Hanning, T.[Tobias], Schöne, R.[René], Pisinger, G.[Georg],
Vector Image Segmentation by Piecewise Continuous Approximation,
JMIV(25), No. 1, July 2006, pp. 5-23.
Springer DOI Link 0610
BibRef

Hanning, T.[Tobias], Farr, H., Kellner, M., Lauren, V.,
Segmentation of Vector Images by N-level-set-fitting,
ICIP01(II: 793-796).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Aujol, J.F.[Jean-Francois], Chan, T.F.[Tony F.],
Combining geometrical and textured information to perform image classification,
JVCIR(17), No. 5, October 2006, pp. 1004-1023.
WWW Version. 0711
Classification; Texture; Geometrical image; Decomposition; Logic model; Level-set; Active contour; PDE; Wavelets BibRef

Lam, B.S.Y., Yan, H.,
A curve tracing algorithm using level set based affine transform,
PRL(28), No. 2, 15 January 2007, pp. 181-196.
WWW Version. 0611
Fuzzy curve-tracing (FCT) algorithm; Level set method; Affine transform; Pattern thinning; Skeletonization BibRef

Juan, O.[Olivier], Keriven, R.[Renaud], Postelnicu, G.[Gheorghe],
Stochastic Motion and the Level Set Method in Computer Vision: Stochastic Active Contours,
IJCV(69), No. 1, August 2006, pp. 7-25.
Springer DOI Link 0606
BibRef

Charpiat, G.[Guillaume], Maurel, P.[Pierre], Pons, J.P.[Jean-Philippe], Keriven, R.[Renaud], Faugeras, O.D.[Olivier D.],
Generalized Gradients: Priors on Minimization Flows,
IJCV(73), No. 3, July 2007, pp. 325-344.
Springer DOI Link 0703
BibRef
Earlier: A1, A4, A3, A5 Only:
Designing Spatially Coherent Minimizing Flows for Variational Problems Based on Active Contours,
ICCV05(II: 1403-1408).
IEEE DOI Link 0510
use other inner products and other minimizing flows. Introduce different degrees of consistency to avoid being trapped in local minima. The online link includes other related material. BibRef

Duchenne, O.[Olivier], Audibert, J.Y.[Jean-Yves], Keriven, R.[Renaud], Ponce, J.[Jean], Segonne, F.[Florent],
Segmentation by transduction,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Maurel, P.[Pierre], Keriven, R.[Renaud], Faugeras, O.D.[Olivier D.],
Reconciling Landmarks and Level Sets,
ICPR06(IV: 69-72).
WWW Version. 0609
BibRef

Pons, J.P.[Jean-Philippe], Hermosillo, G.[Gerardo], Keriven, R.[Renaud], Faugeras, O.D.[Olivier D.],
How to deal with point correspondences and tangential velocities in the level set framework,
ICCV03(894-899).
IEEE DOI Link 0311
BibRef
Earlier: INRIARR-4857, 2003.
HTML Version. BibRef

Riklin-Raviv, T.[Tammy], Kiryati, N.[Nahum], Sochen, N.A.[Nir A.],
Prior-based Segmentation and Shape Registration in the Presence of Perspective Distortion,
IJCV(72), No. 3, May 2007, pp. 309-328.
Springer DOI Link 0702
BibRef
Earlier:
Segmentation by Level Sets and Symmetry,
CVPR06(I: 1015-1022).
IEEE DOI Link 0606
BibRef
Earlier:
Prior-Based Segmentation by Projective Registration and Level Sets,
ICCV05(I: 204-211).
IEEE DOI Link 0510
BibRef

Riklin-Raviv, T.[Tammy], Sochen, N.A.[Nir A.], Kiryati, N.[Nahum],
Shape-Based Mutual Segmentation,
IJCV(79), No. 3, September 2008, pp. xx-yy.
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BibRef
Earlier:
Mutual Segmentation with Level Sets,
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IEEE DOI Link 0609
BibRef

Riklin-Raviv, T.[Tammy], Sochen, N.A.[Nir A.], Kiryati, N.[Nahum],
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PAMI(31), No. 8, August 2009, pp. 1458-1471.
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Symmetry. For extracting bi-lateral or rotational symmetry. Find symmetry axis. BibRef

Ballester, C.[Coloma], Caselles, V.[Vicent], Igual, L.[Laura], Garrido, L.[Luis],
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Cremers, D.[Daniel], Rousson, M.[Mikael], Deriche, R.[Rachid],
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Chaudhury, K.N.[Kunal N.], Ramakrishnan, K.R.,
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Level-set method; Tracking; Curve evolution; Difference equation; Numerical stability; Courant-Friedrichs-Levy condition BibRef

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And:
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Earlier:
A Shape-Based Segmentation Approach: An Improved Technique Using Level Sets,
ICCV05(II: 930-935).
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Vector model for level sets. Planar curves and surfaces. BibRef

El-Baz, A.S.[Ayman S.], Farag, A.A.[Aly A.], El Munim, H.A.[Hossam Abd], Yuksel, S.E.[Seniha E.],
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Gelas, A., Bernard, O., Friboulet, D., Prost, R.,
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Gelas, A., Schaerer, J., Bernard, O., Friboulet, D., Clarysse, P., Magnin, I.E., Prost, R.,
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de Santis, A.[Alberto], Iacoviello, D.[Daniela],
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de Santis, A.[Alberto], Iacoviello, D.[Daniela],
Discrete image modelling for piecewise constant segmentation by artificial neural networks,
IET-IPR(2), No. 1, February 2008, pp. 37-47.
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Chen, Q.A.[Qi-Ang], Luo, J.[Jian], Heng, P.A.[Pheng Ann], Xia, D.S.[De-Shen],
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WWW Version. 0711
Texture segmentation; Orientation and local variance; Separability; Nonlinear diffusion; Level set; Active image segmentation BibRef

Cao, G.[Guo], Mao, Z.H.[Zhi-Hong], Yang, X.[Xin], Xia, D.S.[De-Shen],
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Hsu, C.Y.[Chih-Yu], Yang, C.H.[Chih-Hung], Wang, H.C.[Hui-Ching],
Topological control of level set method depending on topology constraints,
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Image processing; Segmentation; Geometric active contour; Level set method BibRef

Shi, Y.G.[Yong-Gang], Karl, W.C.[W. Clem],
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Earlier:
Real-Time Tracking Using Level Sets,
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IEEE DOI Link 0507
BibRef

Ségonne, F.[Florent],
Active Contours Under Topology Control: Genus Preserving Level Sets,
IJCV(79), No. 2, August 2008, pp. xx-yy.
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Ségonne, F.[Florent], Pons, J.P.[Jean-Philippe], Grimson, W.E.L.[W. Eric L.], Fischl, B.[Bruce],
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Ségonne, F.[Florent], Pons, J.P.[Jean-Philippe], Fischl, B.[Bruce], Grimson, W.E.L.[W. Eric L.],
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CVIU(111), No. 3, September 2008, pp. 295-306.
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Earlier:
Variational Level-Set Reconstruction of Accretionary Morphogenesis from Images,
ICIP06(221-224). 0610

IEEE DOI Link Shape matching; Accretionary morphogenesis; Level-set representation; Inverse problem BibRef

Law, Y.N., Lee, H.K., Yip, A.M.,
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IEEE DOI Link 0811
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Ni, K.Y.[Kang-Yu], Hong, B.W.[Byung-Woo], Soatto, S.[Stefano], Chan, T.F.[Tony F.],
Unsupervised multiphase segmentation: A recursive approach,
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Elsevier DOI Link
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Segmentation; Scale-Space; Multiphase; Active contour; Mumford-Shah; Chan-Vese See also Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model, A. BibRef

Badshah, N., Chen, K.[Ke],
On Two Multigrid Algorithms for Modeling Variational Multiphase Image Segmentation,
IP(18), No. 5, May 2009, pp. 1097-1106.
IEEE DOI Link 0904
Repeated use of Vese-Chan ( See also Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model, A. ) And a variation on multigrid. BibRef

Bernard, O., Friboulet, D., Thevenaz, P., Unser, M.,
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Çapar, A.[Abdulkerim], Kurt, B.[Binnur], Gökmen, M.[Muhittin],
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Earlier: A1, A3, Only:
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Statistical boundary shape into level set framework. BibRef

Capar, A.[Abdulkerim], Gokmen, M.[Muhittin],
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Wang, B.[Bin], Gao, X.[Xinbo], Tao, D.C.[Da-Cheng], Li, X.L.[Xue-Long], Li, J.[Jie],
The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation,
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Garrett, Z.A.[Zachary A.], Saito, H.[Hideo],
Real-Time Online Video Object Silhouette Extraction Using Graph Cuts on the GPU,
CIAP09(985-994).
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Earlier:
Live video object tracking and segmentation using graph cuts,
ICIP08(1576-1579).
IEEE DOI Link 0810
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Vazquez-Reina, A.[Amelio], Miller, E.[Eric], Pfister, H.[Hanspeter],
Multiphase geometric couplings for the segmentation of neural processes,
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geometrically constraining multiphase level sets for image segmentation BibRef

Cobzas, D.[Dana], Schmidt, M.[Mark],
Increased discrimination in level set methods with embedded conditional random fields,
CVPR09(328-335).
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Improve level set segmentation by embedding trained conditional random field into energy function. BibRef

Platero, C.[Carlos], Sanguino, J.[Javier], Velasco, O.[Olga],
Nonlinear Diffusion Filters without Parameters for Image Segmentation,
CAIP09(517-524).
Springer DOI Link 0909
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Platero, C.[Carlos], Tobar, M.C.[Maria C.], Sanguino, J.[Javier], Poncela, J.M.[Jose M.],
Appearance and Shape Prior Alignments in Level Set Segmentation,
IbPRIA09(282-289).
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Li, X.L.[Xiao-Lin], Guan, M.Y.[Ming-You], Wang, X.L.[Xiu-Li],
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Qin, X.J.[Xu-Jia], Zhang, S.Q.[Su-Qiong],
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IASP09(22-27).
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Läthén, G.[Gunnar], Andersson, T.[Thord], Lenz, R.[Reiner], Borga, M.[Magnus],
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Zhang, L.[Lei], Ji, Q.A.[Qi-Ang],
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SLAM09(17-22).
IEEE DOI Link 0906
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Earlier:
A new global shape prior for level set based segmentation,
ICPR08(1-4).
IEEE DOI Link 0812
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Silveira, M.[Margarida], Heleno, S.[Sandra],
Water/land segmentation in SAR images using level sets,
ICIP08(1896-1899).
IEEE DOI Link 0810
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Silveira, M.[Margarida], Nascimento, J.C.[Jacinto C.], Marques, J.S.[Jorge S.],
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Fahmi, R.[Rachid], Farag, A.A.[Aly A.],
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IEEE DOI Link 0810
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Zhou, J.[Juan], Yao, L.[Lixiu], Yang, J.[Jie], Li, C.M.[Chun-Ming],
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ICIP08(1069-1072).
IEEE DOI Link 0810
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Yu, W.M.[Wei-Miao], Lee, H.K.[Hwee Kuan], Hariharan, S.[Srivats], Bu, W.Y.[Wen-Yu], Ahmed, S.[Sohail],
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ISVC08(I: 540-551).
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Pan, Z.K.[Zhen-Kuan], Li, H.[Hua], Wei, W.[Weibo], Xu, S.H.[Shu-Hua],
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ISVC08(II: 733-742).
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Allain, M.[Marc], Bertaux, N.[Nicolas], Galland, F.[Frederic],
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Marot, J., Caulier, Y., Kuleschov, A., Spinnler, K., Bourennane, S.,
Contour Detection for Industrial Image Processing by Means of Level Set Methods,
ACIVS08(xx-yy).
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Flenner, A.[Arjuna],
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Southwest08(9-12).
IEEE DOI Link 0803
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Papadopoulo, T.[Theodore], Vallaghe, S.[Sylvain],
Implicit Meshing for Finite Element Methods using Levelsets,
MMBIA07(1-8).
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Jiang, T.T.[Ting-Ting], Tomasi, C.[Carlo],
Finite-Element Level-Set Curve Particles,
NRTL07(1-7).
IEEE DOI Link 0710
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Albrecht, T.[Thomas], Luthi, M.[Marcel], Vetter, T.[Thomas],
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IEEE DOI Link 0806
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Dedner, A.[Andreas], Lüthi, M.[Marcel], Albrecht, T.[Thomas], Vetter, T.[Thomas],
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Rivest-Hénault, D.[David], Cheriet, M.[Mohamed],
Image Segmentation Using Level Set and Local Linear Approximations,
ICIAR07(234-245).
Springer DOI Link 0708
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Hurtut, T.[Thomas], Cheriet, F.[Farida],
Automatic Closed Edge Detection Using Level Lines Selection,
ICIAR07(187-197).
Springer DOI Link 0708
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Wei, W.[Wang], Xin, Y.[Yang], Guo, C.[Cao],
A Multiphase Level Set Evolution Scheme for Aerial Image Segmentation Using Multi-scale Image Geometric Analysis,
SSPR06(56-64).
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Yang, Y.[Yong],
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CIARP06(336-344).
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Wang, J., Chan, K.L., Wang, Y.,
On the Stationary Solution of PDE based Curve Evolution,
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PDF Version. 0809
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Thida, M.[Myo], Chan, K.L.[Kap Luk], Eng, H.L.[How-Lung],
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Rink, K.[Karsten], Tönnies, K.D.[Klaus D.],
Locally Adaptive Speed Functions for Level Sets in Image Segmentation,
CAIP09(963-970).
Springer DOI Link 0909
BibRef
Earlier:
Distance-based Speed Functions for Level Set Methods in Image Segmentation,
BMVC08(xx-yy).
PDF Version. 0809
BibRef
Earlier:
A Modification of the Level Set Speed Function to Bridge Gaps in Data,
DAGM06(152-161).
Springer DOI Link 0610
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de Roover, C.[Cedric], Czyz, J.[Jacek], Macq, B.[Benoit],
Smoothing with Active Surfaces: A Multiphase Level Set Approach,
ICPR06(II: 243-246).
WWW Version. 0609
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Li, M.[Min], Kambhamettu, C.[Chandra], Stone, M.[Maureen],
A Level Set Approach for Shape Recovery of Open Contours,
ACCV06(I:601-611).
Springer DOI Link 0601
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Fussenegger, M.[Michael], Deriche, R.[Rachid], Pinz, A.[Axel],
A Multiphase Level Set Based Segmentation Framework with Pose Invariant Shape Priors,
ACCV06(II:395-404).
Springer DOI Link 0601
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And:
Multiregion Level Set Tracking with Transformation Invariant Shape Priors,
ACCV06(I:674-683).
Springer DOI Link 0601
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Cheng, L.S.[Li-Shui], Fan, X.[Xian], Yang, J.[Jie], Zhu, Y.[Yun],
A Generalized Level Set Formulation of the Mumford-Shah Functional with Shape Prior for Medical Image Segmentation,
CVBIA05(61-71).
Springer DOI Link 0601
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Bailloeul, T.[Timothée], Prinet, V.[Véronique], Serra, B.[Bruno], Marthon, P.[Philippe],
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EMMCVPR05(503-519).
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Li, C.M.[Chun-Ming], Xu, C.Y.[Chen-Yang], Konwar, K.M., Fox, M.D.[Martin D.],
Fast Distance Preserving Level Set Evolution for Medical Image Segmentation,
ICARCV06(1-7).
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Li, C.M.[Chun-Ming], Xu, C.Y.[Chen-Yang], Gui, C.[Changfeng], Fox, M.D.[Martin D.],
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IEEE DOI Link 0507
See also Segmentation of external force field for automatic initialization and splitting of snakes. BibRef

Liu, H.F.[Hua-Feng], Chen, Y.M.[Yun-Mei], Chen, W.F.[Wu-Fan],
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Ho, H.P.[Hon Pong], Chen, Y.M.[Yun-Mei], Liu, H.F.[Hua-Feng], Shi, P.C.[Peng-Cheng],
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Cao, G.[Guo], Yang, X.[Xin], Mao, Z.H.[Zhi-Hong],
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CVPR05(I: 474-479).
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Wang, D.J.[De-Jun], Zhao, J.[Jiali], Kee, S.[SeokCheol], Tang, Z.[ZeSheng],
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Weber, M.[Martin], Blake, A.[Andrew], Cipolla, R.[Roberto],
Sparse Finite Element Level-Sets for Anisotropic Boundary Detection in 3D Images,
ScaleSpace05(548-560).
WWW Version. 0505
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Earlier:
Sparse Finite Elements for Geodesic Contours with Level-Sets,
ECCV04(Vol II: 391-404).
WWW Version. 0405
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He, L.[Lin], Osher, S.J.[Stanley J.],
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See also Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model, A. BibRef

Tsai, Y.H.[Yen-Hsi], Osher, S.J.,
Level set methods in image science,
ICIP03(II: 631-634).
IEEE Abstract. IEEE Top Reference. 0312
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Cao, G.[Guo], Yang, X.[Xin], Chen, S.S.[Shou-Shui],
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ICIAR05(423-430).
Springer DOI Link 0509
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Xie, X.H.[Xiang-Hua], Minnehdi, M.,
Level-set based geometric colour snake with region support,
ICIP03(II: 153-156).
IEEE Abstract. IEEE Top Reference. 0312
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Kadir, T., Brady, M.,
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ICCV03(1267-1274).
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Khames, M., Miled, B.H., Miller, E.,
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ICIP02(II: 625-628).
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Ranchin, F., Dibos, F.,
Variational Level Set Methods: From Continuous to Discrete Setting, Applications in Video Segmentation and Tracking,
ICIP05(I: 273-276).
IEEE DOI Link 0512
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Dibos, F., Koepfler, G.,
Total Variation Minimization by the Fast Level Sets Transform,
LevelSet01(xx-yy). 0106
BibRef
Earlier:
Image denoising through a level set approach,
ICIP98(III: 264-268).
IEEE DOI Link 9810
BibRef

Catte, F., Dibos, F., Koepfler, G.,
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ICIP94(I: 26-30).
IEEE DOI Link 9411
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IEEE DOI Link 9410
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Schupp, S.,
Fast statistical level sets image segmentation for biomedical applications,
ScaleSpace01(xx-yy). 0106
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Rumpf, M., Strzodka, R.,
Level Set Segmentation in Graphics Hardware,
ICIP01(III: 1103-1106).
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de Rivaz, P., Kingsbury, N.,
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ICIP00(Vol III: 592-595).
IEEE Abstract. IEEE Top Reference. 0008
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Harper, P., Reilly, R.,
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IEEE Abstract. IEEE Top Reference. 0008
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Migeon, B.[Bruno], Boissé, F.[Fabien], Deforge, P.[Philippe], Marché, P.[Pierre],
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Debreuve, E., Barlaud, M.[Michel], Aubert, G.[Gilles], Darcourt, J.,
Attenuation map segmentation without reconstruction using a level set method in nuclear medicine imaging,
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Tanaka, H.T., Kling, O., Lee, D.T.L.,
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Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Snakes, Restricted Curves, Splines, etc. .