4.8.3 Grouping, Lines and Curves

O'Callaghan, J.F.,
Computing the Perceptual Boundaries of Dot Patterns,
CGIP(3), No. 2, June 1974, pp. 141-162.
WWW Version. BibRef 7406
And:
A Model for Recovering Perceptual Organizations from Dot Patterns,
ICPR76(294-298). BibRef

O'Callaghan, J.F.,
Recovery of Perceptual Shape Organizations from Simple Closed Boundaries,
CGIP(3), No. 4, December 1974, pp. 300-312.
WWW Version. BibRef 7412

Horn, B.K.P.,
The Curve of Least Energy,
TMS(9), No. 4, 1983, pp. 441-460. BibRef 8300

Chen, Y.S.[Yung-Sheng], Hsu, W.H.[Wen-Hsing],
An interpretive model of line continuation in human visual perception,
PR(22), No. 5, 1989, pp. 619-639.
WWW Version. 0309 BibRef

Chen, Y.S.[Yung-Sheng], Chang, S.L.[Shih-Liang], Hsu, W.H.[Wen-Hsing],
An improved line continuation model in human visual perception,
PR(26), No. 6, June 1993, pp. 825-842.
WWW Version. 0401 BibRef

Khan, G.N., Gillies, D.F.,
Extracting Contours by Perceptual Grouping,
IVC(10), No. 2, March 1992, pp. 77-88.
WWW Version. BibRef 9203

Huttenlocher, D.P., and Wayner, P.C.,
Finding Convex Edge Groupings in an Image,
IJCV(8), No. 1, July 1992, pp. 7-27.
Springer DOI Reference BibRef 9207 CVPR91(406-412).
IEEE Abstract. IEEE Top Reference. Find groups of edges that arise from a convex object, uses a convexity graph. BibRef

Saund, E.[Eric],
Identifying Salient Circular Arcs on Curves,
CVGIP(58), No. 3, November 1993, pp. 327-337.
WWW Version. BibRef 9311

Jacobs, D.W.,
Robust and Efficient Detection of Salient Convex Groups,
PAMI(18), No. 1, January 1996, pp. 23-37.
IEEE Abstract. IEEE Top Reference.
WWW Version. Code, Convex Grouping. Code:
WWW Version. BibRef 9601
Earlier:
Robust and efficient detection of convex groups,
CVPR93(770-771).
IEEE Abstract. IEEE Top Reference. Groupings of line segments into convex objects. For finding m groups in n lines, the algorithm is (n^2)log(n)+nm BibRef

Elder, J.H., Zucker, S.W.,
A Measure of Closure,
Vision Research(34), No. 24, 1994, pp. 3361-3370. BibRef 9400

Elder, J.H., Zucker, S.W.,
Computing Contour Closure,
ECCV96(I:399-412).
Springer DOI Reference Grouping that leads to closed contours. BibRef 9600

Gross, A., Hartley, R., Rosenfeld, A.,
A Fast Parallel Algorithm for Dot Linking in Glass Patterns,
PRL(3), 1985, pp. 263-270. BibRef 8500

Guy, G.[Gideon], and Medioni, G.G.[Gerard G.],
Inferring Global Perceptual Contours from Local Features,
IJCV(20), No. 1/2, 1996, pp. 113-133. BibRef 9600 USC Computer Vision
PDF Version. BibRef
Earlier: CVPR93(786-787).
IEEE Abstract. IEEE Top Reference. BibRef
And: DARPA93(881-892). Perceptual grouping using saliency measures for endpoints, etc. BibRef

Guy, G., Medioni, G.,
Perceptual Grouping Using Global Saliency-Enhancing Operators,
ICPR92(I:99-103).
IEEE DOI Reference BibRef 9200 USC Computer Vision
PDF Version. BibRef

Syeda-Mahmood, T.F.,
Data Driven and Model Driven Selection Using Parallel Line Groups,
CVIU(67), No. 3, September 1997, pp. 205-222. 9710
WWW Version. See also Data and Model-Driven Selection Using Color Regions. BibRef

Syeda-Mahmood, T.F.[Tanveer Fathima],
Data and Model-Driven Selection Using Closely-Spaced Parallel-Line Groups,
CVPR94(881-886).
IEEE Abstract. IEEE Top Reference. BibRef 9400
And:
Data and Model-Driven Selection Using Parallel-Line Groups,
MIT AI Memo-1399, May 1993.
WWW Version. BibRef
Earlier:
Model Driven Selection using Texture,
BMVC93(xx).
PDF Version. BibRef

Syeda-Mahmood, T.F.[Tanveer Fathima],
Attentional Selection in Object Recognition,
MIT AI-TR-1420, February 1993.
WWW Version. BibRef 9302

Ip, H.H.S., Wong, W.H.,
Detecting Perceptually Parallel Curves: Criteria and Force Driven Optimization,
CVIU(68), No. 2, November 1997, pp. 190-208. 9712
WWW Version. BibRef

Van Gool, L.J., Proesmans, M., Zisserman, A.,
Planar Homologies as a Basis for Grouping and Recognition,
IVC(16), No. 1, January 30 1998, pp. 21-26.
WWW Version. 9803 BibRef

van Gool, L.J.[Luc J.], Moons, T.[Theo], Proesmans, M.[Marc],
Groups for grouping: a strategy for the exploitation of geometrical constaints,
CAIP95(1-8).
Springer DOI Reference 9509 BibRef

Van Gool, L.J.,
Projective Subgroups for Grouping,
Royal(356), No. 1740, 1998, pp. 1251-1266. Mathematical, physical and engineering sciences. BibRef 9800

Turina, A., Tuytelaars, T., Van Gool, L.J.,
Efficient Grouping under Perspective Skew,
CVPR01(I:247-254).
IEEE Abstract. IEEE Top Reference. 0110 BibRef

Turina, A., Tuytelaars, T., Moons, T., Van Gool, L.J.,
Grouping via the Matching of Repeated Patterns,
ICAPR01(250-259). BibRef 0100

Heitger, F., von der Heydt, R., Peterhans, E., Rosenthaler, L., Kubler, O.,
Simulation of Neural Contour Mechanisms: Representing Anomalous Contours,
IVC(16), No. 6-7, May 18 1998, pp. 407-421.
WWW Version. 9806 BibRef

Humphreys, G.W., Free, L., Gilchrist, I.D.,
Psychophysical Analyses of Contour Processing in Humans: The Case for Qualitative Tests,
IVC(16), No. 6-7, May 18 1998, pp. 499-509.
WWW Version. 9806 BibRef

Regazzoni, C.S., Venetsanopoulos, A.N.,
Group-Membership Reinforcement for Straight Edges Based on Bayesian Networks,
IP(7), No. 9, September 1998, pp. 1321-1339.
IEEE DOI Reference 9809 BibRef

Ralescu, A.L.[Anca L.], Shanahan, J.G.[James G.],
Perceptual organization for inferring object boundaries in an image,
PR(32), No. 11, November 1999, pp. 1923-1933.
WWW Version. BibRef 9911

Saund, E.[Eric],
Perceptual Organization of Occluding Contours of Opaque Surfaces,
CVIU(76), No. 1, October 1999, pp. 70-82.
WWW Version. BibRef 9910
Earlier:
Perceptual Organization of Occluding Contours Generated by Opaque Surfaces,
CVPR99(II: 624-630).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef

Lee, M.S.[Mi-Suen], Medioni, G.[Gérard],
Grouping ., -, -->, 0, into Regions, Curves, and Junctions,
CVIU(76), No. 1, October 1999, pp. 54-69. BibRef 9910 USC Computer Vision
WWW Version.
PDF Version. BibRef

Crevier, D.[Daniel],
A Probabilistic Method for Extracting Chains of Collinear Segments,
CVIU(76), No. 1, October 1999, pp. 36-53.
WWW Version. BibRef 9910

Casadei, S.[Stefano], Mitter, S.[Sanjoy],
Beyond the Uniqueness Assumption: Ambiguity Representation and Redundancy Elimination in the Computation of a Covering Sample of Salient Contour Cycles,
CVIU(76), No. 1, October 1999, pp. 19-35.
WWW Version. BibRef 9910

August, J.[Jonas], Siddiqi, K.[Kaleem], Zucker, S.W.[Steven W.],
Contour Fragment Grouping and Shared, Simple Occluders,
CVIU(76), No. 2, November 1999, pp. 146-162. 9911
WWW Version. BibRef

August, J., Zucker, S.W., Siddiqi, K.,
Fragment Grouping via the Principle of Perceptual Occlusion,
ICPR96(I: 3-8).
IEEE DOI Reference 9608(McGill Univ., CDN) BibRef

August, J.[Jonas], Siddiqi, K.[Kaleem], Zucker, S.W.[Steven W.],
Ligature Instabilities in the Perceptual Organization of Shape,
CVIU(76), No. 3, December 1999, pp. 231-243. 0001
WWW Version. BibRef
Earlier: CVPR99(II: 42-48).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef

August, J.[Jonas], Zucker, S.W.,
Sketches with curvature: The curve indicator random field and Markov processes,
PAMI(25), No. 4, April 2003, pp. 387-400.
IEEE Abstract. IEEE Top Reference. 0304Stochastic model for contours. BibRef

August, J.[Jonas],
The Curve Indicator Random Field,
Ph.D.Thesis, Yale, 2001. BibRef 0100

Kim, Z.[ZuWhan], Nevatia, R.[Ramakant],
Uncertain Reasoning and Learning for Feature Grouping,
CVIU(76), No. 3, December 1999, pp. 278-288. 0001 BibRef USC Computer Vision
WWW Version. Building Recognition. BibRef

Kim, Z.[ZuWhan], Nevatia, R.,
Expandable bayesian networks for 3D object description from multiple views and multiple mode inputs,
PAMI(25), No. 6, June 2003, pp. 769-774.
IEEE Abstract. IEEE Top Reference. 0306 Building Recognition. Bayesian network for handling variable numbers of features. Expand as appropriate. BibRef

Sarkar, S.[Sudeep], Soundararajan, P.[Padmanabhan],
Supervised Learning of Large Perceptual Organization: Graph Spectral Partitioning and Learning Automata,
PAMI(22), No. 5, May 2000, pp. 504-525.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0008Group edges and lines into coherent structures. Use image values in training grouping procedures. BibRef

Soundararajan, P.[Padmanabhan], Sarkar, S.[Sudeep],
An in-depth study of graph partitioning measures for perceptual organization,
PAMI(25), No. 6, June 2003, pp. 642-660.
IEEE Abstract. IEEE Top Reference. 0306 Evaluation, Segmentation.
WWW Version. Code, Perceptual Grouping. Dataset, Perceptual Grouping. BibRef
Earlier:
Empirical evaluation of graph partitioning measures for perceptual organization,
EEMCV01(xx-yy). 0110Quality of groups generated by minimum ( See also Optimal Graph Theoretic Approach to Data Clustering: Theory and Its Application to Image Segmentation, An. ) or average ( See also Supervised Learning of Large Perceptual Organization: Graph Spectral Partitioning and Learning Automata. ) or normalized ( See also Normalized Cuts and Image Segmentation. ) cuts are equivalent for recognition. BibRef

Soundararajan, P.[Padmanabhan], Sarkar, S.[Sudeep],
Investigation of Measures for Grouping by Graph Partitioning,
CVPR01(I:239-246).
IEEE Abstract. IEEE Top Reference. 0110 BibRef
And:
Analysis of MinCut, Average Cut, and Normalized Cut Measures,
PercOrg01(xx-yy). 0106Study of 4 measures. Minimization of the average cut ( See also Supervised Learning of Large Perceptual Organization: Graph Spectral Partitioning and Learning Automata. ) and the normalized cut using recursive bi-partitioning result segmentation ( See also Supervised Learning of Large Perceptual Organization: Graph Spectral Partitioning and Learning Automata. ). Minimum cut ( See also Optimal Graph Theoretic Approach to Data Clustering: Theory and Its Application to Image Segmentation, An. ) and variation on normalized cut (in the paper) do not. BibRef

Dubuc, B.[Benoit], Zucker, S.W.[Steven W.],
Complexity, Confusion, and Perceptual Grouping. Part I: The Curve-like Representation,
IJCV(42), No. 1-2, April-May 2001, pp. 55-82.
WWW Version. 0106 BibRef
And: JMIV(15), No. 1/2, July 2001, pp. 55-82.
WWW Version. 0106 BibRef

Dubuc, B.[Benoit], Zucker, S.W.[Steven W.],
Complexity, Confusion, and Perceptual Grouping. Part II: Mapping Complexity,
IJCV(42), No. 1-2, April-May 2001, pp. 83-115.
WWW Version. 0106 BibRef
And: JMIV(15), No. 1/2, July 2001, pp. 83-116.
WWW Version. 0106 BibRef

Dubuc, B.[Benoit], Zucker, S.W.[Steven W.],
A complexity space for curve grouping,
CAIP95(33-40).
Springer DOI Reference 9509 BibRef

Cohen, L.D.[Laurent D.],
Multiple Contour Finding and Perceptual Grouping using Minimal Paths,
JMIV(14), No. 3, May 2001, pp. 225-236.
WWW Version.
Postscript Version. 0106 BibRef
Earlier: LevelSet01(xx-yy). 0106
Postscript Version. BibRef

Cohen, L.D.[Laurent D.], Deschamps, T.[Thomas],
Multiple Contour Finding and Perceptual Grouping as a Set of Energy Minimizing Paths,
EMMCVPR02(560 ff.).
HTML Version.
PDF Version. 0205 BibRef

Song, B.S.[Bong Seop], Lee, K.M.[Kyoung Mu], Lee, S.U.[Sang Uk],
Model-Based Object Recognition Using Geometric Invariants of Points and Lines,
CVIU(84), No. 3, December 2001, pp. 361-383.
WWW Version. 0207 See also Color image retrieval using hybrid graph representation. BibRef

Park, I.K.[In Kyu], Lee, K.M.[Kyoung Mu], Lee, S.U.[Sang Uk],
Recognition and Reconstruction of 3-d Objects Using Model-based Perceptual Grouping,
ICPR00(Vol I: 720-724).
IEEE DOI Reference
HTML Version. 0009 BibRef
Earlier:
Perceptual Grouping of 3-D Features in Aerial Images Using Decision Tree Classifier,
ICIP99(I:31-35).
IEEE Abstract. IEEE Top Reference. polygonal patches using perceptual grouping. Graph search on the patches. BibRef

Saund, E.[Eric],
Finding Perceptually Closed Paths in Sketches and Drawings,
PAMI(25), No. 4, April 2003, pp. 475-491.
IEEE Abstract. IEEE Top Reference. 0304 BibRef
Earlier: PercOrg01(xx-yy). 0106Start with a graph of curve fragments. Find clean connections of endpoints, search for best paths. BibRef

Elder, J.H.[James H.], Krupnik, A.[Amnon], Johnston, L.A.,
Contour grouping with prior models,
PAMI(25), No. 6, June 2003, pp. 661-674.
IEEE Abstract. IEEE Top Reference. 0306 BibRef
Earlier: A1, A2 only:
Contour Grouping with Strong Prior Models,
CVPR01(II:414-421).
IEEE Abstract. IEEE Top Reference. 0110 BibRef
Earlier: PercOrg01(xx-yy). 0106Find boundary when some prior knowledge is available. Combine probabilistic appearance knowledge with models for contour grouping. BibRef

Elder, J.H.[James H.],
Ecological Statistics of Contour Grouping,
BMCV02(230 ff.).
HTML Version. 0303 BibRef

Cohen, Y.[Yossi], Basri, R.[Ronen],
Inferring region salience from binary and gray-level images,
PR(36No. 10, October 2003, pp. 2349-2362.
WWW Version. 0308 BibRef

Luo, J.B.[Jie-Bo], Guo, C.E.[Cheng-En],
Perceptual grouping of segmented regions in color images,
PR(36), No. 12, December 2003, pp. 2781-2792.
WWW Version. 0310 BibRef

Luo, J.B.[Jie-Bo], Guo, C.E.[Cheng-En],
Non-purposive perceptual region grouping,
ICIP02(II: 749-752).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Park, I.K.[In Kyu], Lee, K.M.[Kyoung Mu], Lee, S.U.[Sang Uk],
Perceptual Grouping of Line Features in 3-D Space: A Model-Based Framework,
PR(37), No. 1, January 2004, pp. 145-159.
WWW Version. 0311 BibRef

Yu, S.X.[Stella X.], Shi, J.B.[Jian-Bo],
Segmentation given partial grouping constraints,
PAMI(26), No. 2, February 2004, pp. 173-183.
IEEE Abstract. IEEE Top Reference. 0402 BibRef
Earlier:
Grouping with Bias,
CMU-RI-TR-01-22, CMU Robotics Institute, July 2001. BibRef
And:
Grouping with Directed Relationships,
EMMCVPR02(283 ff.).
HTML Version. 0205A constrained optimization problem. Initial constraints from salient feature extraction or expected object locations. BibRef

Wang, S.[Song], Kubota, T.[Toshiro], Siskind, J.M.[Jeffrey Mark], Wang, J.[Jun],
Salient Closed Boundary Extraction with Ratio Contour,
PAMI(27), No. 4, April 2005, pp. 546-561.
IEEE Abstract. IEEE Top Reference. 0501 Salient Regions. Encode proximity and continuity in a new measure. BibRef

Wang, S.[Song],
Ratio Contour Code,
Online2006. Code, Segmentation.
WWW Version. Also ratio cut, segmentation benchmark code, symmetric boundary extraction. BibRef 0600

Wang, S.[Song], Wang, J.[Jun], Kubota, T.,
From Fragments to Salient Closed Boundaries: An In-Depth Study,
CVPR04(I: 291-298).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Staal, J.[Joes], Kalitzin, S.N.[Stiliyan N.], Viergever, M.A.[Max A.],
A Trained Spin-Glass Model for Grouping of Image Primitives,
PAMI(27), No. 7, July 2005, pp. 1172-1182.
IEEE Abstract. IEEE Top Reference. 0506Group lines, apply to retinal images. BibRef

Wang, S.[Song], Stahl, J.S.[Joachim S.], Bailey, A.[Adam], Dropps, M.[Michael],
Global Detection of Salient Convex Boundaries,
IJCV(71), No. 3, March 2007, pp. 337-359.
Springer DOI Reference 0001 BibRef

da Silva Torres, R.[Ricardo], Falcão, A.X.[Alexandre X.],
Contour salience descriptors for effective image retrieval and analysis,
IVC(25), No. 1, January 2007, pp. 3-13.
WWW Version. 0611Shape analysis; Image processing; Shape saliences; Image foresting transform; Multiscale skeletonization; Shape exact dilation; Image retrieval BibRef

Andalo, F.A.[Fernanda A.], Miranda, P.A.V.[Paulo A. V.], da Silva Torres, R.[Ricardo], Falcao, A.X.[Alexandre X.],
Detecting Contour Saliences using Tensor Scale,
ICIP07(VI: 349-352).
IEEE DOI Reference 0709 BibRef

Tang, Q.[Qiling], Sang, N.[Nong], Zhang, T.X.[Tian-Xu],
Extraction of salient contours from cluttered scenes,
PR(40), No. 11, November 2007, pp. 3100-3109.
WWW Version. 0707 BibRef
Earlier:
Extraction of Salient Contours Via Excitatory-Inhibitory Interactions in the Visual Cortex,
ACCV06(II:683-691).
Springer DOI Reference 0601Contour extraction; Contextual interactions; Surround inhibition; Spatial facilitation; Saliency BibRef

Papari, G., Petkov, N.,
Adaptive Pseudo Dilation for Gestalt Edge Grouping and Contour Detection,
IP(17), No. 10, October 2008, pp. 1950-1962.
IEEE DOI Reference 0809 BibRef

Rathi, Y.[Yogesh], Michailovich, O.[Oleg], Bouix, S.[Sylvain], Shenton, M.E.,
Orientation distribution estimation for Q-ball imaging,
Tensor08(1-8).
IEEE DOI Reference 0806 BibRef

Adluru, N.[Nagesh], Latecki, L.J.[Longin Jan], Lakaemper, R.[Rolf], Young, T.[Thomas], Bai, X.[Xiang], Gross, A.[Ari],
Contour Grouping Based on Local Symmetry,
ICCV07(1-8).
IEEE DOI Reference 0710 BibRef

Rouco, J.[José], Penas, M.[Marta], Penedo, M.G.[Manuel G.], Ortega, M.[Marcos], Alonso-Montes, C.[Carmen],
Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic,
CIARP07(477-486).
Springer DOI Reference 0711 BibRef

Penas, M.[Marta], Carreira, M.J.[María J.], Penedo, M.G.[Manuel G.],
Perceptual Organization of Directional Primitives Using a Pseudocolor Hough Transform,
SCIA03(893-898).
WWW Version. 0310 BibRef

Tamrakar, A.[Amir], Kimia, B.B.[Benjamin B.],
No Grouping Left Behind: From Edges to Curve Fragments,
ICCV07(1-8).
IEEE DOI Reference 0710 BibRef
Earlier:
Combinatorial Grouping of Edges using Geometric Consistency in a Lagrangian Framework,
PercOrg06(189).
IEEE DOI Reference 0609 BibRef

Estrada, F.J.[Francisco J.], Jepson, A.D.[Allan D.],
Robust Boundary Detection With Adaptive Grouping,
PercOrg06(184).
IEEE DOI Reference 0609 BibRef
Earlier:
Perceptual grouping for contour extraction,
ICPR04(II: 32-35).
IEEE DOI Reference 0409 BibRef

Perez Torres, J.R.[Jose Roberto], Lan, Y.[Yuxuan], Harvey, R.[Richard],
Salient Regions from Scale-Space Trees,
SSVM07(350-361).
Springer DOI Reference 0705 BibRef
Earlier: A2, A1, A3:
Stable Salient Contours,
BMVC05(xx-yy).
HTML Version. 0509 BibRef

Tamrakar, A.[Amir], Kimia, B.B.[Benjamin B.],
Medial Visual Fragments as an Intermediate Image Representation for Segmentation and Perceptual Grouping,
PercOrg04(47).
IEEE DOI Reference 0502 BibRef

Kaufhold, J., Hoogs, A.,
Learning to segment images using region-based perceptual features,
CVPR04(II: 954-961).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Yang, Q.[Qing], Parvin, B.,
Perceptual organization of radial symmetries,
CVPR04(I: 320-325).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Zheng, X.F.[Xiao-Fen], Gao, Q.G.[Qi-Gang],
Detection of perceptual junctions by curve partitioning and grouping,
CRV04(347-353).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Gao, Q.G.[Qi Gang],
Perceptual tracking of edge features,
ICIP94(I: 958-962).
IEEE DOI Reference 9411 BibRef

Schellewald, C.[Christian], Keuchel, J.[Jens], Schnörr, C.[Christoph],
Image Labeling and Grouping by Minimizing Linear Functionals over Cones,
EMMCVPR02(267 ff.).
HTML Version. 0205 BibRef

Werner, T., Pajdla, T.,
Oriented Matching Constraints,
BMVC01(Poster Session 2. and Demonstrations).
HTML Version. University of Oxford 0110 BibRef

Werner, T.,
Constraint on five points in two images,
CVPR03(II: 203-208).
IEEE Abstract. IEEE Top Reference. 0307 BibRef

August, J.[Jonas], Zucker, S.W.[Steven W.],
A Field Model for Contour Organization and Partial Differential Equations,
PercOrg01(xx-yy). 0106 BibRef

Hoogs, A.[Anthony], Collins, R.[Roderic],
Grouping Using Regions: A Consistency Study,
PercOrg01(xx-yy). 0106 BibRef

Hoogs, A.[Anthony], Mundy, J.L.[Joseph L.],
An Integrated Boundary and Region Approach to Perceptual Grouping,
ICPR00(Vol I: 284-290).
IEEE DOI Reference
HTML Version. 0009 BibRef

Guichard, F.[Frederic], Tarel, J.P.[Jean-Philippe],
Curve Finder Combining Perceptual Grouping and a Kalman like Fitting,
ICCV99(1003-1008).
IEEE DOI Reference Longest First Segmentation -- find the longest fit first. BibRef 9900

Schaffalitzky, F., Zisserman, A.,
Geometric Grouping of Repeated Elements within Images,
BMVC98(xx-yy). BibRef 9800

Carreira, M.J., Orwell, J., Turnes, R., Boyce, J.F., Cabello, D., Haddon, J.F.,
Perceptual Grouping from Gabor Filter Responses,
BMVC98(xx-yy). BibRef 9800

Xiao, J.[Jing], Yang, Z., Ma, S.D.[Song-De],
Some General Grouping Principles: Line Perception from Points as an Example,
ICPR98(Vol II: 1825-1827).
IEEE DOI Reference 9808 BibRef

Nakajima, C.[Chikahito],
Extraction of Salient Apexes from an Image by Using the Function at the Primary Visual Cortex,
ICPR98(Vol I: 720-724).
IEEE DOI Reference 9808 BibRef

Curwen, R.W.[Rupert W.], Stewart, C.V.[Charles V.], and Mundy, J.L.[Joseph L.],
Recognition of Plane Projective Symmetry,
ICCV98(1115-1122).
IEEE DOI Reference Saliency BibRef 9800

Curwen, R.W.[Rupert W.], Mundy, J.L.[Joseph L.],
Constrained Symmetry Exploitation,
DARPA98(775-782). BibRef 9800

Curwen, R.W., Mundy, J.L.,
Grouping Planar Projective Symmetries,
DARPA97(595-606). BibRef 9700

Utcke, S.[Sven],
Grouping Based on Projective Geometry Constraints and Uncertainty,
ICCV98(739-746).
IEEE DOI Reference Finding street crossings using grouping. BibRef 9800

Schlüter, D., Wachsmuth, S., Sagerer, G.,
Towards an Integrated Framework for Contour-based Grouping and Object Recognition Using Markov Random Fields,
ICIP00(Vol II: 100-103).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Mabbmann, A., Posch, S., Sagerer, G., and Schluter, D.,
Using Markov Random Fields for Contour-Based Grouping,
ICIP97(II: 207-210).
IEEE DOI Reference BibRef 9700

Gamba, P., Lilla, M., and Mecocci, A.,
Extraction of Discontinuous Chains of Symbols by Means of Perceptual Grouping,
ICIP97(II: 422-425).
IEEE DOI Reference BibRef 9700

Dom, B.E.[Byron E.],
MDL Estimation for Small Sample Sizes and Its Application to Segmenting Binary Strings,
CVPR97(280-287).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704 BibRef

Yen, S.C.[Shih Chang], Finkel, L.H.,
Identification of Salient Contours in Cluttered Images,
CVPR97(273-279).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704Grouping points. BibRef

Cham, T.J., Cipolla, R.,
Geometric Saliency of Curve Correspondences and Grouping of Symmetric Contours,
ECCV96(I:385-398).
Springer DOI Reference Award, ECCV.
Postscript Version. BibRef 9600

Lawn, J.[Jonathan], Cipolla, R.[Roberto],
Camera Motion Determination from Dymanic Perceptual Grouping of Line Segments,
BMVC94(xx-yy).
PDF Version. 9409 BibRef

Rosin, P.L.,
Grouping Curved Lines,
BMVC94(265-274).
PDF Version.
PDF Version. BibRef 9400

Kanungo, T., Dom, B., Niblack, W., Steele, D.,
A Fast Algorithm for MDL-Based Multi-Band Image Segmentation,
CVPR94(609-616).
IEEE Abstract. IEEE Top Reference. Segmentation, MDL. BibRef 9400

Saund, E.[Eric], Moran, T.[Thomas],
Perceptual Organization in an Interactive Sketch Editing Application,
ICCV95(597-604).
IEEE DOI Reference
WWW Version. Vision gives the grouping and names in interactive editing. BibRef 9500

Ottenberg, K.[Karsten],
Brightness-contrast diffusion and the grouping of missing angles,
CAIP93(133-140).
Springer DOI Reference 9309Group contour fragments. BibRef

Mangin, F., Berthod, M., Zerubia, J.B.,
A cooperative network for contour grouping,
ICPR92(III:315-318).
IEEE DOI Reference 9208 BibRef

Subirana-Vilanova, B.J.,
On contour texture,
CVPR91(753-754).
IEEE Abstract. IEEE Top Reference. 0403Non-smooth or complex boundaries are processed by the visual system so as to obtain a simple abstract description, called contour texture, which contains much less information than that provided by the location of all points of the contour. BibRef

Etemadi, A., Schmidt, J.P., Matas, G., Illingworth, J., Kittler, J.V.,
Low-Level Grouping of Straight Line Segments,
BMVC91(119-126).
PDF Version. BibRef 9100

Rearick, T.C., Frawley, J.L., Cortopassi, P.P.,
Using Perceptual Grouping to Recognize and Locate Partially Occluded Objects,
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Vistnes, R.,
Detecting Dotted Lines and Curves in Random-Dot Patterns,
DARPA87(849-861). BibRef 8700

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Contour Completion, Subjective Contours .