8.7.3.1 Level Sets, Shape Models, Prior Shape Models

Chapter Contents (Back)
Level Set.

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 Link. 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. 0501
SAR. BibRef
And:
Level Set Curve Evolution Partitioning of Polarimetric Images,
ICIP05(I: 281-284).
IEEE DOI 0512
Code, Level Set Segmentation. Code:
WWW Link. 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 0608
BibRef
And:
Variational Unsupervised Segmentation of Multi-Look Complex Polarimetric Images using a Wishart Observation Model,
ICIP06(3233-3236).
IEEE DOI 0610
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 0610
BibRef

Ben Salah, M.[Mohamed], Mitiche, A.[Amar], Ben Ayed, I.[Ismail],
Effective Level Set Image Segmentation With a Kernel Induced Data Term,
IP(19), No. 1, January 2010, pp. 220-232.
IEEE DOI 1001
BibRef
Earlier:
Image segmentation in a kernel-induced space,
ICIP09(2997-3000).
IEEE DOI 0911
BibRef
Earlier:
A Continuous Labeling for Multiphase Graph Cut Image Partitioning,
ISVC08(I: 268-277).
Springer DOI 0812
BibRef

Ben Ayed, I.[Ismail], Mitiche, A.[Amar], Ben Salah, M.[Mohamed], Li, S.[Shuo],
Finding image distributions on active curves,
CVPR10(3225-3232).
IEEE DOI 1006
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 0907
BibRef
Earlier:
Tracking distributions with an overlap prior,
CVPR08(1-7).
IEEE DOI 0806
Level set analysis. Embed information on overlap in distributions. BibRef

Ben Ayed, I.[Ismail], Mitiche, A.[Amar],
A Region Merging Prior for Variational Level Set Image Segmentation,
IP(17), No. 12, December 2008, pp. 2301-2311.
IEEE DOI 0811
BibRef
Earlier:
Merging Active Contours,
ISVC08(II: 181-191).
Springer DOI 0812
BibRef
Earlier:
Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation,
ACCV07(I: 925-934).
Springer DOI 0711
BibRef
Earlier:
A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation,
ICIP06(1641-1644).
IEEE DOI 0610
See also Concurrent 3-D Motion Segmentation and 3-D Interpretation of Temporal Sequences of Monocular Images. 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 0505
See also Approximation of Images by Basis Functions for Multiple Region Segmentation with Level Sets. 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 0606
BibRef
Earlier:
Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk,
DAGM04(36-44).
Springer DOI 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 0606
BibRef
Earlier:
A Multiphase Level Set Framework for Motion Segmentation,
ScaleSpace03(599-614).
Springer DOI 0310
BibRef

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

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 0702
BibRef
Earlier:
Segmentation by Level Sets and Symmetry,
CVPR06(I: 1015-1022).
IEEE DOI 0606
BibRef
Earlier:
Prior-Based Segmentation by Projective Registration and Level Sets,
ICCV05(I: 204-211).
IEEE DOI 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.
Springer DOI 0806
BibRef
Earlier:
Mutual Segmentation with Level Sets,
PercOrg06(177).
IEEE DOI 0609
BibRef

Riklin-Raviv, T.[Tammy], Sochen, N.A.[Nir A.], Kiryati, N.[Nahum],
On Symmetry, Perspectivity, and Level-Set-Based Segmentation,
PAMI(31), No. 8, August 2009, pp. 1458-1471.
IEEE DOI 0906
Symmetry. For extracting bi-lateral or rotational symmetry. Find symmetry axis. BibRef

Abd el Munim, H.E.[Hossam E.], Farag, A.A.[Aly A.],
Curve/Surface Representation and Evolution Using Vector Level Sets with Application to the Shape-Based Segmentation Problem,
PAMI(29), No. 6, June 2007, pp. 945-958.
IEEE DOI 0704
BibRef
And:
Shape Representation and Registration using Vector Distance Functions,
CVPR07(1-8).
IEEE DOI 0706
BibRef
Earlier:
A Shape-Based Segmentation Approach: An Improved Technique Using Level Sets,
ICCV05(II: 930-935).
IEEE DOI 0510
Vector model for level sets. Planar curves and surfaces. BibRef

Farag, A.A., Abd el Munim, H.E.[Hossam E.], Graham, J.H., Farag, A.A.,
A Novel Approach for Lung Nodules Segmentation in Chest CT Using Level Sets,
IP(22), No. 12, 2013, pp. 5202-5213.
IEEE DOI 1312
computerised tomography BibRef

Aslan, M.S.[Melih S.], Shalaby, A., Abd el Munim, H.E.[Hossam E.], Farag, A.A.[Aly A.],
Probabilistic shape-based segmentation method using level sets,
IET-CV(8), No. 3, June 2014, pp. 182-194.
DOI Link 1407
BibRef
Earlier: A1, A3, A4, Only:
Probabilistic shape-based segmentation using level sets,
ITCVPR11(1372-1377).
IEEE DOI 1201
BibRef

Aslan, M.S.[Melih S.], Abd el Munim, H.E.[Hossam E.], Farag, A.A.[Aly A.], Arnold, B.[Ben], Mostafa, E.A.[Eslam A.], Xiang, P.[Ping],
A new shape based segmentation framework using statistical and variational methods,
ICIP11(717-720).
IEEE DOI 1201
BibRef

Aslan, M.S.[Melih S.], Mostafa, E.A.[Eslam A.], Abd el Munim, H.E.[Hossam E.], Shalaby, A.[Ahmed], Farag, A.A.[Aly A.], Arnold, B.[Ben],
A novel probabilistic simultaneous segmentation and registration using level set,
ICIP11(2161-2164).
IEEE DOI 1201
BibRef

El-Baz, A.S.[Ayman S.], Farag, A.A.[Aly A.], Abd el Munim, H.E.[Hossam E.], Yuksel, S.E.[Seniha E.],
Level Set Segmentation Using Statistical Shape Priors,
MMBIA06(78).
IEEE DOI 0609
BibRef

Hassan, H., Farag, A.A.,
MRA data segmentation using level sets,
ICIP03(II: 173-176).
IEEE DOI 0312
BibRef

Zhang, K.H.[Kai-Hua], Zhang, L.[Lei], Song, H.H.[Hui-Hui], Zhou, W.G.[Wen-Gang],
Active Contours with Selective Local or Global Segmentation: A New Formulation and Level Set Method,
IVC(28), No. 4, April 2010, pp. 668-676.
Elsevier DOI 1002
Active contours; Geodesic active contours; Chan-Vese model; Image segmentation; Level set method See also Real-Time Visual Tracking Via Online Weighted Multiple Instance Learning. BibRef

Zhang, K.H.[Kai-Hua], Song, H.H.[Hui-Hui], Zhang, L.[Lei],
Active contours driven by local image fitting energy,
PR(43), No. 4, April 2010, pp. 1199-1206.
Elsevier DOI 1002
Image segmentation; Chan-Vese (C-V) model; Active contour models; LBF model See also Active contours without edges. BibRef

Zhang, L.[Lei], Ji, Q.A.[Qi-Ang],
A level set-based global shape prior and its application to image segmentation,
SLAM09(17-22).
IEEE DOI 0906
BibRef
Earlier:
A New Global Shape Prior for Level Set Based Segmentation,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Alessandrini, M., Dietenbeck, T., Basset, O., Friboulet, D., Bernard, O.,
Using a Geometric Formulation of Annular-Like Shape Priors for Constraining Variational Level-Sets,
PRL(32), No. 9, 1 July 2011, pp. 1240-1249.
Elsevier DOI 1101
BibRef
Earlier: ICIP10(669-672).
IEEE DOI 1009
Level-sets; Segmentation; Annular shapes; Least square fitting BibRef

Dietenbeck, T., Alessandrini, M., Friboulet, D., Bernard, O.,
Creaseg: A free software for the evaluation of image segmentation algorithms based on level-set,
ICIP10(665-668).
IEEE DOI 1009
BibRef

Chen, F.[Fei], Hu, R.[Roland], Yu, H.M.[Hui-Min], Wang, S.Y.[Shi-Yan],
Reduced set density estimator for object segmentation based on shape probabilistic representation,
JVCIR(23), No. 7, October 2012, pp. 1085-1094.
Elsevier DOI 1209
BibRef
Earlier: A1, A3, A2, Only:
Simultaneous variational image segmentation and object recognition via shape sparse representation,
ICIP10(3057-3060).
IEEE DOI 1009
Contrast to level set segmentations. Principal components analysis; Shape priors; Probabilistic method; Segmentation; Reduced set density estimator; Variational methods; Level sets; Shape representation BibRef

Frost, D.[Duncan], Tapamo, J.R.[Jules-Raymond],
Detection and tracking of moving objects in a maritime environment using level set with shape priors,
JIVP(2013), No. 1, 2013, pp. xx-yy.
DOI Link 1309
Ship based survillance cameras. Prior knowledge of ship shape in Level Set segmentation method. BibRef

Wang, X.H.[Xiang-Hai], Wan, Y.[Yu], Li, R.[Rui], Wang, J.L.[Jin-Ling], Fang, L.L.[Ling-Ling],
A multi-object image segmentation C-V model based on region division and gradient guide,
JVCIR(39), No. 1, 2016, pp. 100-106.
Elsevier DOI 1608
Multi-object image segmentation See also Active contours without edges. BibRef

Wang, X.H.[Xiang-Hai], Song, R.[Ruoxi], Zhang, C.[Chong], Li, C.[Chang], Fang, L.L.[Ling-Ling],
Image segmentation model based on adaptive adjustment of global and local information,
IJIST(26), No. 3, 2016, pp. 179-187.
DOI Link 1609
global information BibRef


El, A.[Abdallah], El Moataz, A.[Abderrahim], Sadi, A.[Ahcene],
On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing,
ICCV13(697-704)
IEEE DOI 1403
Mean curvature; PdE on graphs; data restoration BibRef

Al-Shaikhli, S.D.S.[Saif Dawood Salman], Yang, M.Y.[Michael Ying], Rosenhahn, B.[Bodo],
Medical Image Segmentation Using Multi-level Set Partitioning with Topological Graph Prior,
PSIVTWS13(157-168).
Springer DOI 1402
BibRef

Rouchdy, Y.[Youssef], Cohen, L.D.[Laurent D.],
A Geodesic Voting Shape Prior to Constrain the Level Set Evolution for the Segmentation of Tubular Trees,
SSVM11(362-373).
Springer DOI 1201
BibRef

Yeo, S.Y., Xie, X., Sazonov, I., Nithiarasu, P.,
Level set segmentation with robust image gradient energy and statistical shape prior,
ICIP11(3397-3400).
IEEE DOI 1201
BibRef

Lim, P.H.[Poay Hoon], Bagci, U.[Ulas], Bai, L.[Li],
A New Prior Shape Model for Level Set Segmentation,
CIARP11(125-132).
Springer DOI 1111
BibRef

Wu, X.Q.[Xu-Qing], Shah, S.K.[Shishir K.],
Level Set with Embedded Conditional Random Fields and Shape Priors for Segmentation of Overlapping Objects,
ACCV10(II: 230-241).
Springer DOI 1011
BibRef

Ben Ayed, I.[Ismail], Gorelick, L.[Lena], Boykov, Y.Y.[Yuri Y.],
Auxiliary Cuts for General Classes of Higher Order Functionals,
CVPR13(1304-1311)
IEEE DOI 1309
Non-linear functionals for segmentation. BibRef

Bae, E.[Egil], Yuan, J.[Jing], Tai, X.C.[Xue-Cheng], Boykov, Y.Y.[Yuri Y.],
A Fast Continuous Max-Flow Approach to Non-convex Multi-labeling Problems,
Optimization11(134-154).
Springer DOI 1405
BibRef
And: A2, A1, A4, A3:
A Continuous Max-Flow Approach to Minimal Partitions with Label Cost Prior,
SSVM11(279-290).
Springer DOI 1201
BibRef
Earlier: A2, A1, A3, A4:
A Continuous Max-Flow Approach to Potts Model,
ECCV10(VI: 379-392).
Springer DOI 1009
BibRef

Yuan, J.[Jing], Boykov, Y.Y.[Yuri Y.],
TV-based Multi-label Image Segmentation with Label Cost Prior,
BMVC10(xx-yy).
HTML Version. 1009
Total-Variation approach. Minimum Description Length. BibRef

Besbes, O.[Olfa], Boujemaa, N.[Nozha], Belhadj, Z.[Ziad],
Embedding Gestalt Laws on Conditional Random Field for Image Segmentation,
ISVC11(I: 236-245).
Springer DOI 1109
BibRef
Earlier:
Stochastic image segmentation by combining region and edge cues,
ICIP08(2288-2291).
IEEE DOI 0810
BibRef
Earlier: A1, A3, A2:
A Variational Framework for Adaptive Satellite Images Segmentation,
SSVM07(675-686).
Springer DOI 0705
BibRef
And: A1, A3, A2:
Adaptive Satellite Images Segmentation by Level Set Multiregion Competition,
INRIARR-5855, 2006.
HTML Version. BibRef

Platero, C.[Carlos], Sanguino, J.[Javier], Velasco, O.[Olga],
Nonlinear Diffusion Filters without Parameters for Image Segmentation,
CAIP09(517-524).
Springer DOI 0909
BibRef

Platero, C.[Carlos], Rodrigo, V.[Victor], Tobar, M.C.[Maria Carmen], Sanguino, J.[Javier], Velasco, O.[Olga], Poncela, J.M.[José M.],
Probabilistic Atlas Based Segmentation Using Affine Moment Descriptors and Graph-Cuts,
CAIP11(I: 144-151).
Springer DOI 1109
BibRef

Platero, C.[Carlos], Tobar, M.C.[María Carmen], Sanguino, J.[Javier], Poncela, J.M.[José Manuel], Velasco, O.[Olga],
Level Set Segmentation with Shape and Appearance Models Using Affine Moment Descriptors,
IbPRIA11(109-116).
Springer DOI 1106
BibRef
Earlier: A1, A2, A3, A4, Only:
Appearance and Shape Prior Alignments in Level Set Segmentation,
IbPRIA09(282-289).
Springer DOI 0906
BibRef

Fahmi, R.[Rachid], Farag, A.A.[Aly A.],
A fast level set algorithm for shape-based segmentation with multiple selective priors,
ICIP08(1073-1076).
IEEE DOI 0810
BibRef

Albrecht, T.[Thomas], Vetter, T.[Thomas],
Image Segmentation with a Statistical Appearance Model and a Generic Mumford-Shah Inspired Outside Model,
DAGM10(61-70).
Springer DOI 1009
BibRef

Amberg, M.[Matthias], Lüthi, M.[Marcel], Vetter, T.[Thomas],
Local Regression Based Statistical Model Fitting,
DAGM10(452-461).
Springer DOI 1009
BibRef

Albrecht, T.[Thomas], Luthi, M.[Marcel], Vetter, T.[Thomas],
A statistical deformation prior for non-rigid image and shape registration,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Dedner, A.[Andreas], Lüthi, M.[Marcel], Albrecht, T.[Thomas], Vetter, T.[Thomas],
Curvature Guided Level Set Registration Using Adaptive Finite Elements,
DAGM07(527-536).
Springer DOI 0709
BibRef

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 0601
BibRef
And:
Multiregion Level Set Tracking with Transformation Invariant Shape Priors,
ACCV06(I:674-683).
Springer DOI 0601
BibRef

Bailloeul, T.[Timothée], Prinet, V.[Véronique], Serra, B.[Bruno], Marthon, P.[Philippe],
Spatio-temporal Prior Shape Constraint for Level Set Segmentation,
EMMCVPR05(503-519).
Springer DOI 0601
BibRef

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Level Sets, Medical Image Segmentation .


Last update:Sep 25, 2017 at 16:36:46