8.7.1.2.1 Snakes, Interactive Region Segmentations

Chapter Contents (Back)
Deformable Curves. Snakes. Active Contours. Segmentation. Interactive Segmentation.

Mortensen, E.N.[Eric N.], Barrett, W.A.[William A.],
Interactive Segmentation with Intelligent Scissors,
GMIP(60), No. 5, September 1998, pp. 349-384.
PDF Version. BibRef 9809
Earlier:
Toboggan-Based Intelligent Scissors with a Four Parameter Edge Model,
CVPR99(II: 452-458).
IEEE Abstract. IEEE Top Reference.
WWW Version. Extend the above. First find general boundaries -- i.e. using the gradient find the regions that are bounded by high gradients. Then interactive boundaries are easy. Interactive system. For implementation see: See also Intellegent Scissors: Interactive tool for image segmentation. BibRef

Mortensen, E.N.[Eric N.],
Simultaneous Multi-Frame Subpixel Boundary Definition using Toboggan-Based Intelligent Scissors for Image and Movie Editing,
Ph.D.Thesis, Department of Computer Science, Brigham Young University, Provo, UT, December 2000.
HTML Version. BibRef 0012

Mortensen, E.N.[Eric N.],
Vision-Assisted Image Editing,
Computer Graphics(33), No. 4, November 1999, pp. 55-57.
PDF Version. BibRef 9911

Mortensen, E.N.[Eric N.], Barrett, W.A.[William A.],
A Confidence Measure for Boundary Detection and Object Selection,
CVPR01(I:477-484).
IEEE Abstract. IEEE Top Reference. 0110Create graph from watershed lines, determine whether the graph arc is a boundary. BibRef

Mortensen, E.N., Reese, L.J., Barrett, W.A.,
Intelligent selection tools,
CVPR00(II: 776-777).
IEEE Abstract. IEEE Top Reference.
WWW Version. 0403 BibRef

Luo, H.T.[Hui-Tao], Eleftheriadis, A.[Alexandros],
An interactive authoring system for video object segmentation and annotation,
SP:IC(17), No. 7, August 2002, pp. 559-572.
WWW Version. 0208 BibRef
Earlier:
Rubberband: an improved graph search algorithm for interactive object segmentation,
ICIP02(I: 101-104).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Luo, H.T.[Hui-Tao],
Efficient image-dependent object shape coding,
ICIP02(I: 169-172).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Harders, M., Szekely, G.,
Enhancing human-computer interaction in medical segmentation,
PIEEE(91), No. 9, September 2003, pp. 1430-1442.
WWW Version. 0309 BibRef

Boykov, Y.Y.[Yuri Y.], Funka-Lea, G.[Gareth],
Graph Cuts and Efficient N-D Image Segmentation,
IJCV(70), No. 2, November 2006, pp. 109-131.
WWW Version. 0608Combine boundary regularization with region properties. BibRef

Boykov, Y.Y.[Yuri Y.], Jolly, M.P.[Marie-Pierre],
Interactive Graph Cuts for Optimal Boundary and Region Segmentation of Objects in N-D Images,
ICCV01(I: 105-112).
WWW Version. 0106 BibRef
And:
Demonstration of Segmentation with Interactive Graph Cuts,
ICCV01(II: 741).
WWW Version. 0106Interactive segmentation. Find a balance between region properties (color) and boundary properties (contrast). BibRef

Liu, X.Q.[Xiao-Qing], Veksler, O.[Olga], Samarabandu, J.[Jagath],
Graph cut with ordering constraints on labels and its applications,
CVPR08(1-8).
WWW Version. 0806 BibRef

Boykov, Y.Y.[Yuri Y.], Veksler, O.[Olga],
Graph cuts in vision and graphics: Theories and applications,
MMCV05(79-96). BibRef 0500

Liu, Y.[Yu], Veksler, O.[Olga], Juan, O.[Olivier],
Simulating Classic Mosaics with Graph Cuts,
EMMCVPR07(55-70).
WWW Version. 0708 BibRef

Veksler, O.[Olga],
Image Segmentation by Nested Cuts,
CVPR00(I: 339-344).
IEEE Abstract. IEEE Top Reference.
WWW Version. 0005 BibRef

Juan, O.[Olivier], Boykov, Y.Y.[Yuri Y.],
Capacity Scaling for Graph Cuts in Vision,
ICCV07(1-8).
WWW Version. 0710 BibRef
Earlier:
Active Graph Cuts,
CVPR06(I: 1023-1029).
WWW Version. 0606 BibRef

Boykov, Y.Y.[Yuri Y.], Kolmogorov, V.[Vladimir],
An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision,
PAMI(26), No. 9, September 2004, pp. 1124-1137.
IEEE Abstract. IEEE Top Reference. 0409 BibRef
Earlier: EMMCVPR02(359 ff.).
HTML Version. 0205 Code, Segmentation. BibRef
Earlier:
Computing geodesics and minimal surfaces via graph cuts,
ICCV03(26-33).
WWW Version. 0311Combine geodesic active contours with graph cuts. See also Exact Maximum a Posterori Estimation for Binary Images. Code is available:
WWW Version. Code, Energy Minimization. BibRef

Kolmogorov, V.[Vladimir], Boykov, Y.Y.[Yuri Y.], Rother, C.[Carsten],
Applications of parametric maxflow in computer vision,
ICCV07(1-8).
WWW Version. 0710 BibRef

Kolmogorov, V.[Vladimir], Rother, C.[Carsten],
Minimizing Nonsubmodular Functions with Graph Cuts-A Review,
PAMI(29), No. 7, July 2007, pp. 1274-1279.
WWW Version. 0706 BibRef

Vicente, S.[Sara], Kolmogorov, V.[Vladimir], Rother, C.[Carsten],
Graph cut based image segmentation with connectivity priors,
CVPR08(1-8).
WWW Version. 0806 BibRef

Boykov, Y.Y.[Yuri Y.], Kolmogorov, V.[Vladimir], Cremers, D.[Daniel], Delong, A.[Andrew],
An Integral Solution to Surface Evolution PDEs Via Geo-cuts,
ECCV06(III: 409-422).
WWW Version. 0608 BibRef
Earlier: A2, A1:
What Metrics Can Be Approximated by Geo-Cuts, Or Global Optimization of Length/Area and Flux,
ICCV05(I: 564-571).
WWW Version. 0510 BibRef

Protiere, A.[Alexis], Sapiro, G.[Guillermo],
Interactive Image Segmentation via Adaptive Weighted Distances,
IP(16), No. 4, April 2007, pp. 1046-1057.
WWW Version. 0704 BibRef

Shor, R.[Ronen],
Intellegent Scissors: Interactive tool for image segmentation,
Online2008.
HTML Version. Code, Segmentation. Implementation of See also Interactive Segmentation with Intelligent Scissors. BibRef 0800


Brand, M.[Matthew], Pletscher, P.[Patrick],
A conditional random field for automatic photo editing,
CVPR08(1-7).
WWW Version. 0806 BibRef

Singaraju, D.[Dheeraj], Grady, L.[Leo], Vidal, R.[Rene],
Interactive image segmentation via minimization of quadratic energies on directed graphs,
CVPR08(1-8).
WWW Version. 0806 BibRef

Singaraju, D.[Dheeraj], Vidal, R.[Rene],
Interactive image matting for multiple layers,
CVPR08(1-7).
WWW Version. 0806 BibRef

Stein, A.N.[Andrew N.], Stepleton, T.S.[Thomas S.], Hebert, M.[Martial],
Towards unsupervised whole-object segmentation: Combining automated matting with boundary detection,
CVPR08(1-8).
WWW Version. 0806 BibRef

Consularo, L.A.[Luis Augusto], Cesar, R.M.[Roberto M.], Bloch, I.[Isabelle],
Structural Image Segmentation with Interactive Model Generation,
ICIP07(VI: 45-48).
WWW Version. 0709Segmentation by oversegmentation and user sketch. BibRef

Benmansour, F.[Fethallah], Bonneau, S.[Stephane], Cohen, L.D.[Laurent D.],
Finding a Closed Boundary by Growing Minimal Paths from a Single Point on 2D or 3D Images,
MMBIA07(1-8).
WWW Version. 0710 BibRef

Fauqueur, J.[Julien], Brostow, G.[Gabriel], Cipolla, R.[Roberto],
Assisted Video Object Labeling By Joint Tracking of Regions and Keypoints,
ICV07(1-7).
WWW Version. 0710 BibRef

Bai, X.[Xue], Sapiro, G.[Guillermo],
A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting,
ICCV07(1-8).
WWW Version. 0710 BibRef
Earlier:
Distancecut: Interactive Segmentation and Matting of Images and Videos,
ICIP07(II: 249-252).
WWW Version. 0709 BibRef

Kobayashi, T.[Takumi], Hosaka, T.[Tadaaki], Otsu, N.[Nobuyuki],
Image Matting in the Framework of Quantification IV,
ICIP07(VI: 57-60).
WWW Version. 0709 BibRef

Garibotto, G.[Giovanni], Garibotto, V.[Valentina],
Edge Tracking of subjective contours in Biomedical Imaging,
CIAP07(737-742).
WWW Version. 0709 BibRef

Schlesinger, D.[Dmitrij],
Exact Solution of Permuted Submodular MinSum Problems,
EMMCVPR07(28-38).
WWW Version. 0708Energy Minimization Task. BibRef

Pavlopoulou, C.[Christina], Kak, A.C.[Avi C.],
Globally Optimal Interactive Boundary Extraction Using Markov Chain Modeling,
PercOrg06(187).
WWW Version. 0609 BibRef

Zou, J.[Jie],
A Model-Based Interactive Object Segmentation Procedure,
WACV05(I: 522-527).
WWW Version. 0502 BibRef

Rother, C.[Carsten], Minka, T.[Tom], Blake, A.[Andrew], Kolmogorov, V.[Vladimir],
Cosegmentation of Image Pairs by Histogram Matching: Incorporating a Global Constraint into MRFs,
CVPR06(I: 993-1000).
WWW Version. 0606 BibRef

Blake, A.[Andrew], Rother, C.[Carsten], Brown, M., Perez, P.[Patrick], Torr, P.H.S.[Philip H.S.],
Interactive Image Segmentation Using an Adaptive GMMRF Model,
ECCV04(Vol I: 428-441).
WWW Version. 0405Use a Gaussian Mixture Markov Random Field and pseudolikelihood algorithm which jointly learns the color mixture and coherence parameters for foreground and background. BibRef

Shotton, J.[Jamie], Johnson, M.[Matthew], Cipolla, R.[Roberto],
Semantic texton forests for image categorization and segmentation,
CVPR08(1-8).
WWW Version. 0806 BibRef

Shotton, J.[Jamie], Winn, J.[John], Rother, C.[Carsten], Criminisi, A.[Antonio],
TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation,
ECCV06(I: 1-15).
WWW Version. 0608 BibRef

Hu, M.[Min], Ping, X.[Xijian], Ding, Y.H.[Yi-Hong],
A new active contour model and its application on cell segmentation,
ICARCV04(II: 1104-1107).
WWW Version. 0412 BibRef

Sumengen, B.[Baris], Manjunath, B.S., Kenney, C.,
Image segmentation using multi-region stability and edge strength,
ICIP03(III: 429-432).
IEEE Abstract. IEEE Top Reference. 0312 BibRef
Earlier:
Image segmentation using curve evolution and region stability,
ICPR02(II: 965-968).
WWW Version. 0211 BibRef
And:
Image segmentation using curve evolution and flow fields,
ICIP02(I: 105-108).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Bertelli, L.[Luca], Sumengen, B.[Baris], Manjunath, B.S., Gibou, F.[Frédéric],
A Variational Framework for Multiregion Pairwise-Similarity-Based Image Segmentation,
PAMI(30), No. 8, August 2008, pp. 1400-1414.
WWW Version. 0806 BibRef
Earlier: A1, A2, A3, Only:
Redundancy in All Pairs Fast Marching Method,
ICIP06(3033-3036). 0610
WWW Version. BibRef
And: A1, A2, A3, Only:
Fast and Adaptive Pairwise Similarities for Graph Cuts-based Image Segmentation,
PercOrg06(179).
WWW Version. 0609 BibRef

Vu, N.[Nhat], Manjunath, B.S.,
Shape prior segmentation of multiple objects with graph cuts,
CVPR08(1-8).
WWW Version. 0806 BibRef

El Saban, M.A., Manjunath, B.S.,
Interactive segmentation using curve evolution and relevance feedback,
ICIP04(IV: 2725-2728).
WWW Version. 0505 BibRef

Gérard, O.[Olivier], Deschamps, T.[Thomas], Greff, M.[Myriam], Cohen, L.D.[Laurent D.],
Real-Time Interactive Path Extraction with on-the-Fly Adaptation of the External Forces,
ECCV02(III: 807 ff.).
HTML Version.
PDF Version. 0205Interactive tools for segmentation. Like Live-Wire ( See also User-Steered Image Segmentation Paradigms: Live Wire and Live Lane. ) and Intelligent Scissors ( See also Interactive Segmentation with Intelligent Scissors. ). Use both discrete and continuous approaches. Energy functions with user control. BibRef

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Snakes, Global Fits, Fitting Specific Models .


Last update:Aug 27, 2008 at 19:16:50