7.2 Computation of Shape Features of Two Dimensional Objects

7.2.1 General Shape Computation and Representation

Gray, S.B.,
Local Properties of Binary Image in Two Dimensions,
TC(20), No. 5, May 1971, pp. 551-561. BibRef 7105

Kaye, B.H., Naylor, A.G.,
An Optical Information Procedure for Characterizing the Shape of Fine Particle Images,
PR(4), No. 2, May 1972, pp. 195-196.
Elsevier DOI BibRef 7205

Hogeweg, P., Hesper, B.,
A model study on biomorphological description,
PR(6), No. 3-4, December 1974, pp. 165-179.
Elsevier DOI 0309
BibRef

Hogeweg, P., Hesper, B.,
Oligothetic characterisation of clusters,
PR(14), No. 1-6, 1981, pp. 131-136.
Elsevier DOI 0309
Characterisation in terms of a few properties BibRef

Kendall, D.G.,
The Diffusion of Shape,
Applied Probability(9), 1977, pp. 428-430. What is shape? BibRef 7700

Kendall, D.G.,
Shape Manifolds, Procrustean Metrics, and Complex Projective Spaces,
Bull. London Math Soc.(16), 1984, pp. 81-121. Proves planar shape space and complex projective space are isometric. BibRef 8400

Kendall, D.G.,
A Survey of the Statistical Theory of Shape,
Statistical Science(4), No. 2, 1989, pp. 87-120. with Discussion. using the size-and-shape distribution of Delaunay tessellation. BibRef 8900

Thomas, F.J.[Frank J.], Farrow, M.W.[Max W.],
Line scan area signature detection method,
US_Patent4,103,847, 08/01/1978.
HTML Version. Features of areas efficiently. BibRef 7808

Veillon, F.[Francoise],
One Pass Computation of Morphological and Geometrical Properties of Objects in Digital Pictures,
SP(1), 1979, pp. 175-189. BibRef 7900
Earlier: ICPR78(672-674). BibRef

Veillon, F.,
Towards a Systematic Study of Shape Measures,
ICPR84(607-610). BibRef 8400

Ranade, S.[Sanjay], Rosenfeld, A.[Azriel], Samet, H.[Hanan],
Shape Approximation Using Quadtrees,
PR(15), No. 1, 1982, pp. 31-40.
Elsevier DOI BibRef 8200

Rosenfeld, A.,
An O(Diameter) Cellular Array Algorithm for Geometric Operations on Images,
PRL(1), 1983, pp. 223-225. BibRef 8300

Shneier, M.O.,
Calculations of Geometric Properties Using Quadtrees,
CGIP(16), No. 3, July 1981, pp. 296-302.
Elsevier DOI BibRef 8107

Snyder, W.E., Tang, D.A.,
Finding the Extrema of a Region,
PAMI(2), No. 3, May 1980, pp. 266-269. BibRef 8005
Earlier: A1 only: PRAI-78(118). BibRef

Rix, H., Malenge, J.P.,
Detecting Small Variations in Shape,
SMC(10), 1980, pp. 90-96. BibRef 8000

Pasian, F., Santin, P.,
Shape Information Extraction in Noisy Environments,
PRL(2), 1983, pp. 109-116. BibRef 8300

Edelsbrunner, H., Kirkpatrick, D.G., Seidel, R.,
On the Shape of a Set of Points in the Plane,
IT(29), 1983, pp. 551-559. BibRef 8300

Merelli, D., Mussio, P., Padula, M.,
An Approach to the Definition, Description, and Extraction of Structures in Binary Digital Images,
CVGIP(31), No. 1, July 1985, pp. 19-49.
Elsevier DOI BibRef 8507

Mussio, P., Padula, M., Protti, M.,
Attributed conditional L-systems: a tool for image description,
ICPR88(I: 607-609).
IEEE DOI 8811
BibRef

Samet, H., Tamminen, M.,
Computing Geometric Properties of Images Represented by Linear Quadtrees,
PAMI(7), No. 2, March 1985, pp. 229-240. BibRef 8503

Rosenfeld, A.[Azriel], Jolion, J.M.[Jean-Michel],
Local Operations on Labelled Dots Patterns,
PRL(9), 1989, pp. 225-232. Voronoi Diagrams. BibRef 8900

Chen, S.E., Parent, R.E.,
Shape averaging and its applications to industrial design,
IEEE_CGA(9), No. 1, January 1989, pp. 47-54. BibRef 8901

Nakamura, A., Aizawa, K.,
Digital Squares,
CVGIP(49), No. 3, March 1990, pp. 357-368.
Elsevier DOI
See also Digital Circles. BibRef 9003

Nakamura, A.[Akira], Aizawa, K.[Kunio],
Digital Images of Geometric Pictures,
CVGIP(30), No. 1, April 1985, pp. 107-120.
Elsevier DOI BibRef 8504

Connell, J.H.[Jonathan H.], Brady, M.[Michael],
Generating and Generalizing Models of Visual Objects,
AI(31), No. 2, February 1987, pp. 159-183.
Elsevier DOI BibRef 8702
And: MIT AI Memo-823, July 1985. BibRef
Earlier:
Learning Shape Descriptions,
IJCAI85(922-925). Using the features from the other Brady papers. Apply a basic learning program. BibRef

Connell, J.H.[Jonathan H.],
Learning Shape Descriptions: Generating and Generalizing Models of Visual Objects,
MIT AI-TR-854, September 1985.
WWW Link. BibRef 8509

Paglieroni, D.W.[David W.], Jain, A.K.[Anil K.],
Control Point Transforms for Shape Representation and Measurement,
CVGIP(42), No. 1, April 1988, pp. 87-111.
Elsevier DOI BibRef 8804

Gibbon, G.[Greg],
Weighted chord functions,
PR(21), No. 4, 1988, pp. 367-379.
Elsevier DOI 0309
Incorporate the metric information into the angle function. They enhance the performance of the angle chord function by emphasizing the chords that carry more information: the longer chords. BibRef

Falcidieno, B.[Bianca], Giannini, F.[Franca],
Automatic Recognition and Representation of Shape-Based Features in a Geometric Modeling System,
CVGIP(48), No. 1, October 1989, pp. 93-123.
Elsevier DOI BibRef 8910

Mori, S.J.[Shun-Ji], Doh, M.[Michihisa],
A Sequential Tracking Extraction of Shape Features and its Constructive Description,
CGIP(19), No. 4, August 1982, pp. 349-366.
Elsevier DOI Builds up shape features based on simple templates-a 3 step process. BibRef 8208

Cordier, J.M., Porter, T.,
Pattern Recognition and Categorical Shape Theory,
PRL(7), 1988, pp. 73-76. BibRef 8800

Porter, T.[Timothy],
Can Categorical Shape Theory Handle Grey-level Images?,
MDSG94(127) BibRef 9400

Landraud, A.M.[Anne M],
Image Processing for Primitive Image Features Recognition in the Case of Discontinuous Line Images of Printed Characters,
IVC(7), No. 3, August 1989, pp. 225-232.
Elsevier DOI BibRef 8908

Gilge, M.[Michael], Engelhardt, T.[Thomas], Mehlan, R.[Ralf],
Coding of arbitrarily shaped image segments based on a generalized orthogonal transform,
SP:IC(1), No. 2, October 1990, pp. 153-180.
Elsevier DOI 0001
Coding of image segments; moment theory; orthogonalization; orthogonal polynomials; generalized transform coding; prediction error segmentation BibRef

Jakubowski, R.,
Decomposition of Complex Shapes for Their Structural Recognition,
IS(50), 1990, pp. 35-71. BibRef 9000

Burns, J.B., Weiss, R., Riseman, E.M.,
View Variation of Point Set and Line Segment Features,
PAMI(15), No. 1, January 1993, pp. 51-68.
IEEE DOI BibRef 9301 DARPA90(650-659). How features change depending on where on the sphere (i.e. orientation). BibRef

Rosin, P.L.,
Acquiring Information from Cues,
PRL(14), 1993 pp. 599-609. BibRef 9300

Parui, S.K., Sarkar, S., Chaudhuri, B.B.,
Computing the Shape of a Point Set in Digital Images,
PRL(14), 1993, pp. 89-94. BibRef 9300

Zhang, Y.J.,
Influence of Segmentation over Feature Measurement,
PRL(16), No. 2, February 1995, pp. 201-206. BibRef 9502

Loncaric, S.[Sven], Dhawan, A.P.[Atam P.],
Near-Optimal MST-Based Shape-Description Using Genetic Algorithm,
PR(28), No. 4, April 1995, pp. 571-579.
Elsevier DOI (MST: Morphological Signature Transform) BibRef 9504

Loncaric, S.[Sven], Dhawan, A.P.[Atam P.],
A Morphological Signature Transform for Shape Description,
PR(26), No. 7, July 1993, pp. 1029-1037.
Elsevier DOI BibRef 9307

Bhattacharya, P.,
Estimation of Aspect Angles of Targets in Forward-Looking Infrared Images,
OptEng(33), No. 10, 1994, pp. 3334-3341. BibRef 9400

Huttenlocher, D.P.[Daniel P.], Jaquith, E.W.[Eric W.],
Method for identifying word bounding boxes in text,
US_Patent5,410,611, April 25, 1995.
WWW Link. BibRef 9504

Thacker, N.A., Riocreux, P.A., Yates, R.B.,
Assessing the Completeness Properties of Pairwise Geometric Histograms,
IVC(13), No. 5, June 1995, pp. 423-429.
Elsevier DOI Shape description and reconstruction from several histograms. BibRef 9506

Astrom, A., Forchheimer, R., Eklund, J.E.,
Global Feature-Extraction Operations For Near-Sensor Image-Processing,
IP(5), No. 1, January 1996, pp. 102-110.
IEEE DOI BibRef 9601

Bryant, A.[Alan], Bryant, J.[Jack],
Recognizing Shapes in Planar Binary Images,
PR(22), No. 2, 1989, pp. 155-164.
Elsevier DOI BibRef 8900

Stockman, G.C.[George C.], Morawski, P.[Paul],
2D Object Acquisition Using Circular Scanning,
PR(17), No. 3, 1984, pp. 321-330.
Elsevier DOI 9611
BibRef

Albanesi, M.G., Ferretti, M.,
Shape Detection with Limited Memory,
PR(24), No. 12, 1991, pp. 1153-1166.
Elsevier DOI BibRef 9100
Earlier:
A space saving approach to the Hough transform,
ICPR90(II: 472-475).
IEEE DOI 9208
BibRef

Nettleton, D.J., Garigliano, R.,
Reductions in the Search Space for Deriving a Fractal Set of an Arbitrary Shape,
JMIV(6), No. 4, December 1996, pp. 379-392. 9701
BibRef

Liu, K., Huang, Y.S., Suen, C.Y.,
Optimal Matrix Transform for the Extraction of Algebraic Features from Images,
PRAI(10), 1996, pp. 349-363. BibRef 9600

Li, Z.C., Tang, Y.Y., Bui, T.D., Suen, C.Y.,
Shape Transformation Models and Their Applications in Pattern Recognition,
PRAI(4), 1990, pp. 65-94. BibRef 9000

Shapira, M., Rappoport, A.,
Shape Blending Using the Star-Skeleton Representation,
IEEE_CGA(15), No. 2, 1995, pp. 44-50. BibRef 9500

Brinn, L.W.,
An Application Of Linear Programming To Object Location In R Dimensions,
PRL(7), 1988, pp. 51-57. BibRef 8800

Dubois, D., Jaulent, M.C.,
A General Approach to Parameter Evaluation in Fuzzy Digital Pictures,
PRL(6), 1987, pp. 251-259. BibRef 8700

Ahn, J.W.[Jae-Woo], Kim, M.S.[Myung-Soo], Lim, S.B.[Soon-Bum],
Approximate General Sweep Boundary Of A 2d Curved Object,
GMIP(55), No. 2, March 1993, pp. 98-??. BibRef 9303

Thompson, S.F.[Scott F.], Rosenfeld, A.[Azriel],
Growth-Processes Based on 8-Neighbor Time Delays,
PR(30), No. 2, February 1997, pp. 321-337.
Elsevier DOI 9704
BibRef
Earlier:
Discrete Stochastic Growth Models for Two-Dimensional Shapes,
MDSG94(301-332). BibRef

Thompson, S.F.[Scott F.], Rosenfeld, A.[Azriel],
Isotropic growth on a grid,
PR(28), No. 2, February 1995, pp. 241-253.
Elsevier DOI 0401
BibRef

Ronse, C.[Christian], Macq, B.,
Morphological shape and region description,
SP(25), No. 1, 1991, pp. 91-105. BibRef 9100

Dryden, I.L., Mardia, K.V.,
Statistical shape analysis,
WileyNew York, 1998. BibRef 9800

Chen, W.G.[Wei-Ge], Lee, M.C.[Ming-Chieh],
Representation and encoding of general arbitrary shapes,
US_Patent5,764,814, Jun 9, 1998
WWW Link. BibRef 9806

Qian, R.J.[Richard J.], Sezan, M.I.[M. Ibrahim],
Vertex-based hierarchical shape representation and coding method and apparatus,
US_Patent5,838,830, Nov 17, 1998
WWW Link. BibRef 9811
And:
Content-Scalable Shape Representation and Coding,
ICIP97(II: 819-822).
IEEE DOI BibRef

Beltramio, M., Cheng, L.T., Osher, S.J., Sapiro, G.,
Variational Problems and Partial Differential Equations on Implicit Surfaces,
CompPhys(174), 2001, pp. 759-780.
DOI Link BibRef 0100

Beltramio, M., Sapiro, G., Osher, S.J., Cheng, L.T.,
Variational problems and Partial Differential Equations on implicit surfaces: the framework and examples in Image Processing and pattern formation,
LevelSet01(xx-yy). 0106
BibRef

Zhao, H.K., Osher, S.J., Fedkiw, R.,
Fast Surface Reconstruction Using the Level Set Method,
LevelSet01(xx-yy). 0106
BibRef

Davatzikos, C.,
Measuring biological shape using geometry-based shape transformations,
IVC(19), No. 1-2, January 2001, pp. 63-74.
Elsevier DOI 0101
BibRef

da Fontoura Costa, L.[Luciano], Cesar, Jr., R.M.[Roberto Marcondes],
Shape Classification and Analysis: Theory and Practice,
CRC PressApril, 2009. ISBN: 9780849379291
WWW Link. Buy this book: Shape Classification and Analysis: Theory and Practice, Second Edition (Image Processing) 0910
BibRef
And:
Shape Analysis and Classification: Theory and Practice,
CRC PressDecember 20, 2000. ISBN: 0-8493-3493-4
WWW Link. Or:
WWW Link. BibRef

Betke, M.[Margrit], Makris, N.C.[Nicholas C.],
Recognition, Resolution, and Complexity of Objects Subject to Affine Transformations,
IJCV(44), No. 1, August 2001, pp. 5-40.
DOI Link Derive measures of the shape. Generalized coherence scale. Measure of object complexity. 0108
BibRef
Earlier:
Information-Conserving Object Recognition,
ICCV98(145-152).
IEEE DOI BibRef
And: UMD--TR3799, June 1997. Traffic signs.
WWW Link. BibRef

Betke, M.[Margrit], Markis, N.C.[Nicholas C.],
Fast Object Recognition in Noisy Images Using Simulated Annealing,
ICCV95(523-530).
IEEE DOI BibRef 9500
And: MIT AI Memo-1510, January 1995.
WWW Link. Match a visual template. BibRef

Glendinning, R.H., Goode, A.J.,
Semi-parametric classification of noisy curves,
PR(36), No. 1, January 2003, pp. 35-44.
Elsevier DOI 0210
BibRef

Goode, A.J., Glendinning, R.H.,
Semi-parametric Signal Classification,
ICPR00(Vol II: 622-625).
IEEE DOI 0009
BibRef

Glendinning, R.H., Fleet, S.L.,
Classifying non-uniformly sampled vector-valued curves,
PR(37), No. 10, October 2004, pp. 1999-2008.
Elsevier DOI 0409
BibRef

Moon, H.K.[Han-Kyu], Chellappa, R., Rosenfeld, A.,
Optimal edge-based shape detection,
IP(11), No. 11, November 2002, pp. 1209-1227.
IEEE DOI 0301
BibRef
Earlier:
Optimal Shape Detection,
ICIP00(Vol III: 885-888).
IEEE DOI 0008
BibRef

Ye, J.C.[Jong Chul], Bresler, Y., Moulin, P.,
Cramer-Rao bounds for parametric shape estimation in inverse problems,
IP(12), No. 1, January 2003, pp. 71-84.
IEEE DOI 0301
BibRef
Earlier: ICIP02(II: 473-476).
IEEE DOI 0210
BibRef

Ye, J.C.[Jong Chul], Moulin, P., Bresler, Y.,
Asymptotic Global Confidence Regions for 3-D Parametric Shape Estimation in Inverse Problems,
IP(15), No. 10, October 2006, pp. 2904-2919.
IEEE DOI 0609
BibRef

Ye, J.C.[Jong Chul],
Compressed Sensing Shape Estimation of Star-Shaped Objects in Fourier Imaging,
SPLetters(14), No. 10, October 2007, pp. 750-753.
IEEE DOI 0711
BibRef

Alvarez, L., Blanc, A.P., Mazorra, L., Santana, F.,
Geometric Invariant Shape Representations Using Morphological Multiscale Analysis,
JMIV(18), No. 2, March 2003, pp. 145-168.
DOI Link 0301
BibRef

Alemán-Flores, M.[Miguel], Alvarez, L.[Luis], Henríquez, P.[Pedro], Mazorra, L.[Luis],
Morphological Thick Line Center Detection,
ICIAR10(I: 71-80).
Springer DOI 1006
BibRef

Arica, N.[Nafiz], Yarman Vural, F.T.[Fatos T.],
BAS: A Perceptual Shape Descriptor Based on the Beam Angle Statistics,
PRL(24), No. 9-10, June 2003, pp. 1627-1639.
Elsevier DOI 0304
BibRef
Earlier:
A perceptual shape descriptor,
ICPR02(III: 375-378).
IEEE DOI 0211
BibRef
Earlier:
A Shape Descriptor Based on Circular Hidden Markov Model,
ICPR00(Vol I: 924-927).
IEEE DOI 0009
For contour type models. BibRef

Arica, N.[Nafiz], Yarman Vural, F.T.[Fatos T.],
Shape Similarity Measurement for Boundary Based Features,
ICIAR05(431-438).
Springer DOI 0509
BibRef

Swann, A.[Andrew], Olsen, N.H.[Niels Holm],
Linear Transformation Groups and Shape Space,
JMIV(19), No. 1, July 2003, pp. 49-62.
DOI Link 0307
BibRef

Kimia, B.B.[Benjamin B.], Frankel, I.[Ilana], Popescu, A.M.[Ana-Maria],
Euler Spiral for Shape Completion,
IJCV(54), No. 1-3, August 2003, pp. 159-182.
DOI Link 0306
BibRef

Dufresne, T.E.[Thomas E.], Dhawan, A.P.[Atam P.],
Chord-tangent transformation for object recognition,
PR(28), No. 9, September 1995, pp. 1321-1332.
Elsevier DOI 0401
BibRef

Davies, R.H.[Rhodri H.], Twining, C.J.[Carole J.], Allen, P.D.[P. Daniel], Cootes, T.F.[Tim F.], Taylor, C.J.[Chris J.],
Building optimal 2D statistical shape models,
IVC(21), No. 12-13, December 2003, pp. 1171-1182.
Elsevier DOI 0401
BibRef

Davies, R.H.[Rhodri H.], Twining, C.J.[Carole J.], Cootes, T.F.[Tim F.], Taylor, C.J.[Chris J.],
Building 3-D Statistical Shape Models by Direct Optimization,
MedImg(29), No. 4, April 2010, pp. 961-981.
IEEE DOI 1003
BibRef

Davies, R.H.[Rhodri H.], Twining, C.J.[Carole J.], Cootes, T.F.[Tim F.], Waterton, J.C.[John C.], Taylor, C.J.[Chris J.],
3D Statistical Shape Models Using Direct Optimisation of Description Length,
ECCV02(III: 3 ff.). Award, ECCV.
Springer DOI 0205
Generate 3D models for matching by finding a parameterization of the object. BibRef

Davies, R.H.[Rhodri H.], Twining, C.J.[Carole J.], Taylor, C.J.[Chris J.],
Statistical Models of Shape: Optimisation and Evaluation,
Springer2008. ISBN: 978-1-84800-137-4.
WWW Link. Buy this book: Statistical Models of Shape: Optimisation and Evaluation BibRef 0800

Davies, R.H.[Rhodri H.],
Learning Shape: Optimal Models for Analysing Natural Variability,
Ph.D.Thesis, University of Manchester, 2002. Three measures for shape correspondence evaluation: Compactness, Generality, Specificity. BibRef 0200

Neri, A., Jacovitti, G.,
Maximum Likelihood Localization of 2-D Patterns in the Gauss-Laguerre Transform Domain: Theoretic Framework and Preliminary Results,
IP(13), No. 1, January 2004, pp. 72-86.
IEEE DOI 0402
Position, orientation, scale of 2D pattern. BibRef

di Claudio, E.D., Jacovitti, G., Laurenti, A.,
Maximum Likelihood Orientation Estimation of 1-D Patterns in Laguerre-Gauss Subspaces,
IP(19), No. 5, May 2010, pp. 1113-1125.
IEEE DOI 1004
BibRef

di Claudio, E.D., Jacovitti, G., Laurenti, A.,
On the Inter-Conversion Between Hermite and Laguerre Local Image Expansions,
IP(20), No. 12, December 2011, pp. 3553-3565.
IEEE DOI 1112
BibRef

Sorgi, L., Cimminiello, N., Neri, A.,
Keypoints Selection in the Gauss Laguerre Transformed Domain,
BMVC06(II:539).
PDF File. 0609
BibRef

da Silva Torres, R.[Ricardo], Falcão, A.X.[Alexandre Xavier], da Fontoura Costa, L.[Luciano],
A graph-based approach for multiscale shape analysis,
PR(37), No. 6, June 2004, pp. 1163-1174.
Elsevier DOI 0405
BibRef

Adamek, T.[Tomasz], O'Connor, N.E.[Noel E.],
A multiscale representation method for nonrigid shapes with a single closed contour,
CirSysVideo(14), No. 5, May 2004, pp. 742-753.
IEEE Abstract. 0407
Contour is 2-D matrix with hills and valleys for the concave and convex parts. BibRef

Luo, H.,
Image-Dependent Shape Coding and Representation,
CirSysVideo(15), No. 3, March 2005, pp. 345-354.
IEEE Abstract. 0501
BibRef

Chanussot, J.[Jocelyn], Nyström, I.[Ingela], Sladoje, N.[Nataša],
Shape signatures of fuzzy star-shaped sets based on distance from the centroid,
PRL(26), No. 6, 1 May 2005, pp. 735-746.
Elsevier DOI 0501
BibRef

Sohel, F.A.[Ferdous A.], Dooley, L.S.[Laurence S.], Karmakar, G.C.[Gour C.],
Accurate distortion measurement for generic shape coding,
PRL(27), No. 2, 15 January 2006, pp. 133-142.
Elsevier DOI 0512
BibRef

Sohel, F.A.[Ferdous A.], Karmakar, G.C.[Gour C.], Dooley, L.S.[Laurence S.], Bennamoun, M.[Mohammed],
Geometric distortion measurement for shape coding: A contemporary review,
Surveys(43), No. 4, October 2011, pp. xx-yy.
DOI Link 1110
Geometric distortion measurement and the associated metrics involved are integral to the Rate Distortion (RD) shape coding framework, with importantly the efficacy of the metrics being strongly influenced by the underlying measurement strategy. BibRef

Sohel, F.A.[Ferdous A.], Karmakar, G.C.[Gour C.], Dooley, L.S.[Laurence S.], Bennamoun, M.,
Bezier curve-based generic shape encoder,
IET-IPR(4), No. 2, April 2010, pp. 92-102.
DOI Link 1003
BibRef

Guo, Y.L.[Yu-Lan], Sohel, F.A.[Ferdous A.], Bennamoun, M.[Mohammed], Lu, M.[Min], Wan, J.W.[Jian-Wei],
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition,
IJCV(105), No. 1, October 2013, pp. 63-86.
Springer DOI 1308
BibRef
Earlier: A1, A3, A2, A5, A4:
3D free form object recognition using rotational projection statistics,
WACV13(1-8).
IEEE DOI 1303
Local reference frame. Feature Description. BibRef

Guo, Y.L.[Yu-Lan], Bennamoun, M.[Mohammed], Sohel, F.A.[Ferdous A.], Lu, M.[Min], Wan, J.W.[Jian-Wei],
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey,
PAMI(36), No. 11, November 2014, pp. 2270-2287.
IEEE DOI 1410
Databases BibRef

Guo, Y.L.[Yu-Lan], Bennamoun, M.[Mohammed], Sohel, F.A.[Ferdous A.], Lu, M.[Min], Wan, J.W.[Jian-Wei], Kwok, N.M.[Ngai Ming],
A Comprehensive Performance Evaluation of 3D Local Feature Descriptors,
IJCV(116), No. 1, January 2016, pp. 66-89.
Springer DOI 1601
BibRef

Yu, Y.H.[Ying-Hao], Lee, T.T.[Tsu-Tian], Chen, P.Y.[Pei-Yin], Kwok, N.M.[Ngai-Ming],
On-chip real-time feature extraction using semantic annotations for object recognition,
RealTimeIP(15), No. 2, August 2018, pp. 249-264.
Springer DOI 1808
BibRef

Guo, Y.L.[Yu-Lan], Bennamoun, M.[Mohammed], Sohel, F.A.[Ferdous A.], Lu, M.[Min], Wan, J.W.[Jian-Wei], Zhang, J.[Jun],
Performance Evaluation of 3D Local Feature Descriptors,
ACCV14(II: 178-194).
Springer DOI 1504
BibRef

Poonawala, A.[Amyn], Milanfar, P.[Peyman], Gardner, R.J.[Richard J.],
Shape Estimation from Support and Diameter Functions,
JMIV(24), No. 2, March 2006, pp. 229-244.
Springer DOI 0605

See also New Algorithm for 3D Reconstruction from Support Functions, A. BibRef

Musé, P.[Pablo], Sur, F.[Frédéric], Cao, F.[Frédéric], Gousseau, Y.[Yann], Morel, J.M.[Jean-Michel],
An A Contrario Decision Method for Shape Element Recognition,
IJCV(69), No. 3, September 2006, pp. 295-315.
Springer DOI 0606

See also Extracting Meaningful Curves from Images. BibRef

Musé, P., Sur, F., Cao, F., Lisani, J.L., Morel, J.M.,
A Theory of Shape Identification,
INRIARR-5766, 2005.
HTML Version. BibRef 0500

Chen, W.Y.[Wen-Yao], Hwang, W.L.[Wen-Liang], Lin, T.C.[Tien-Ching],
Planar-shape prototype generation using a tree-based random greedy algorithm,
SMC-B(36), No. 3, June 2006, pp. 649-659.
IEEE DOI 0606
Find a mean from a set of objects to create template. BibRef

Mendels, F.[François], Vandergheynst, P.[Pierre], Thiran, J.P.[Jean-Philippe],
Matching pursuit-based shape representation and recognition using scale-space,
IJIST(16), No. 5, 2006, pp. 162-180.
DOI Link 0704
BibRef
Earlier:
Rotation and scale invariant shape representation and recognition using matching pursuit,
ICPR02(IV: 326-329).
IEEE DOI 0211
BibRef

Cruz-Mota, J.[Javier], Bogdanova, I.[Iva], Paquier, B.[Benoît], Bierlaire, M.[Michel], Thiran, J.P.[Jean-Philippe],
Scale Invariant Feature Transform on the Sphere: Theory and Applications,
IJCV(98), No. 2, June 2012, pp. 217-241.
WWW Link. 1204

See also Modelling human perception of static facial expressions. BibRef

Kpalma, K.[Kidiyo], Ronsin, J.[Joseph],
Multiscale contour description for pattern recognition,
PRL(27), No. 13, 1 October 2006, pp. 1545-1559.
Elsevier DOI 0606
BibRef
Earlier:
Contours Smoothing for Non-Occluded Planar Shapes Description,
ICIP05(I: 381-384).
IEEE DOI 0512
Multiscale smoothing; Scale-space analysis; Curvature zero-crossing; Intersection point map BibRef

Kpalma, K.[Kidiyo], Yang, M.Q.[Min-Qiang], Ronsin, J.[Joseph],
Planar Shapes Descriptors Based on the Turning Angle Scalogram,
ICIAR08(xx-yy).
Springer DOI 0806
BibRef
Earlier: A1, A3, Only:
A Novel Multi-scale Representation for 2-D Shapes,
ICIAR07(423-435).
Springer DOI 0708
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El Rube, I.[Ibrahim], Alajlan, N.[Naif], Kamel, M.S.[Mohamed S.], Ahmed, M.[Maher], Freeman, G.H.[George H.],
Mtar: A Robust 2d Shape Representation,
IJIG(6), No. 3, July 2006, pp. 421-443. 0607
BibRef
Earlier:
Robust Multiscale Triangle-Area Representation for 2D Shapes,
ICIP05(I: 545-548).
IEEE DOI 0512
BibRef
And:
Efficient Multiscale Shape-Based Representation and Retrieval,
ICIAR05(415-422).
Springer DOI 0509
BibRef

El Rube, I.[Ibrahim], Kamel, M.[Mohamed], Ahmed, M.[Maher],
2-D Shape Matching Using Asymmetric Wavelet-Based Dissimilarity Measure,
ICIAR04(I: 368-375).
Springer DOI 0409
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Clark, W.D.[Walter D.], Aboutalib, O.[Omar], Su, L.[Liya],
System and method for analyzing a contour of an image by applying a Sobel operator thereto,
US_Patent7,116,823, Oct 3, 2006
WWW Link. BibRef 0610

Chaudhuri, D., Samal, A.,
A simple method for fitting of bounding rectangle to closed regions,
PR(40), No. 7, July 2007, pp. 1981-1989.
Elsevier DOI 0704
Minimum-bounding box; Shape features; Major axis; Minor axis; Segmentation; Least-square method BibRef

Kuo, C.M.[Chung-Ming], Hsieh, C.H.[Chaur-Heh], Huang, Y.R.[Yong-Ren],
A new adaptive vertex-based binary shape coding technique,
IVC(25), No. 6, 1 June 2007, pp. 863-872.
Elsevier DOI 0704
Shape coding; Vertex-based coding; Modified object-adaptive vertex encoding BibRef

Leonard, K.[Kathryn],
Efficient Shape Modeling: Entropy, Adaptive Coding, and Boundary Curves -vs- Blum's Medial Axis,
IJCV(74), No. 2, August 2007, pp. 183-199.
Springer DOI 0705
BibRef
Earlier:
An Efficiency Criterion for 2D Shape Model Selection,
CVPR06(I: 1289-1296).
IEEE DOI 0606
BibRef

Thakoor, N.[Ninad], Gao, J.X.[Jean X.], Jung, S.Y.[Sung-Yong],
Hidden Markov Model-Based Weighted Likelihood Discriminant for 2-D Shape Classification,
IP(16), No. 11, November 2007, pp. 2707-2719.
IEEE DOI 0709
BibRef
Earlier: A1, A3, A2:
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ICIP06(945-948).
IEEE DOI 0610

See also Embedded planar surface segmentation system for stereo images. BibRef

Thakoor, N.[Ninad], Jung, S.Y.[Sung-Yong], Wen, Q.[Quan], Gao, J.[Jean],
Occlusion Resistant Shape Classifier based on Warped Optimal Path Matching,
ICPR06(II: 60-63).
IEEE DOI 0609
BibRef

Nagaoka, N.[Nobuharu], Tsuji, T.[Takayuki], Hattori, H.[Hiroshi], Simamura, K.[Kouzou], Watanabe, M.[Masahito],
Image recognition apparatus,
US_Patent7,158,664, Jan 2, 2007
WWW Link. Bounding rectangles. BibRef 0701

Daliri, M.R.[Mohammad Reza], Torre, V.[Vincent],
Robust symbolic representation for shape recognition and retrieval,
PR(41), No. 5, May 2008, pp. 1799-1815.
Elsevier DOI 0711
BibRef
Earlier:
Unsupervised Custering of Shapes,
ISVC06(I: 712-720).
Springer DOI 0611
Shape recognition and retrieval; Symbolic representation; Shape context; Dynamic programming; Edit distance BibRef

Daliri, M.R.[Mohammad Reza], Torre, V.[Vincent],
Shape and texture clustering: Best estimate for the clusters number,
IVC(27), No. 10, 2 September 2009, pp. 1603-1614.
Elsevier DOI 0906
Shape and texture clustering; Number of clusters; Symbolic representation; Shape context; Dynamic programming; Edit distance; SIFT BibRef

Daliri, M.R.[Mohammad Reza], Torre, V.[Vincent],
Classification of silhouettes using contour fragments,
CVIU(113), No. 9, September 2009, pp. 1017-1025.
Elsevier DOI 0907
Shape recognition; Fragment-based approach; Symbolic representation; PCA; SVM; Kernel method BibRef

Daliri, M.R.[Mohammad Reza], Torre, V.[Vincent],
Shape recognition based on Kernel-edit distance,
CVIU(114), No. 10, October 2010, pp. 1097-1103.
Elsevier DOI 1003
Shape recognition; Kernel methods; Kernel-edit distance; Shape contexts; Dynamic programming; Symbolic representation BibRef

Daliri, M.R.[Mohammad Reza], Vanzella, W.[Walter], Torre, V.[Vincent],
A Vision System for Recognizing Objects in Complex Real Images,
ISVC07(II: 234-244).
Springer DOI 0711
BibRef

Daliri, M.R.[Mohammad Reza], Delponte, E.[Elisabetta], Verri, A.[Alessandro], Torre, V.[Vincent],
Shape Categorization Using String Kernels,
SSPR06(297-305).
Springer DOI 0608
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Bandyopadhyay, S.K., Kondi, L.P.,
Optimal Bit Allocation for Joint Texture-Aware Contour-Based Shape Coding and Shape-Adaptive Texture Coding,
CirSysVideo(18), No. 6, June 2008, pp. 840-844.
IEEE DOI 0711
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Earlier:
Optimal Bit Allocation for Joint Contour-Based Shape Coding and Shape Adaptive Texture Coding,
ICIP05(I: 589-592).
IEEE DOI 0512
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Larsen, R.[Rasmus],
L 1 Generalized Procrustes 2D Shape Alignment,
JMIV(31), No. 2-3, July 2008, pp. 189-194.
WWW Link. 0711
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Earlier:
Functional 2D Procrustes Shape Analysis,
SCIA05(205-213).
Springer DOI 0506
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Biasotti, S.[Silvia], Giorgi, D.[Daniela], Spagnuolo, M., Falcidieno, B.[Bianca],
Size functions for comparing 3D models,
PR(41), No. 9, September 2008, pp. 2855-2873.
Elsevier DOI 0806
Skeletal graph; Size graph; Size function; Matching distance; Shape comparison; 3D shape retrieval BibRef

Biasotti, S.[Silvia], de Floriani, L.[Leila], Falcidieno, B.[Bianca], Frosini, P., Giorgi, D., Landi, C.[Claudia], Papaleo, L.[Laura], Spagnuolo, M.,
Describing shapes by geometrical-topological properties of real functions,
Surveys(40), No. 4, October 2008, pp. 1-87.
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Attene, M.[Marco], Marini, S.[Simone], Spagnuolo, M.[Michela], Falcidieno, B.[Bianca],
Part-in-whole 3D shape matching and docking,
VC(27), No. 11, November 2011, pp. 991-1004.
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Earlier:
The Fast Reject Schema For Part-In-Whole 3d Shape Matching,
EG3DOR10(23-30)
PDF File.
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Marini, S.[Simone], Patané, G.[Giuseppe], Spagnuolo, M.[Michela], Falcidieno, B.[Bianca],
Spectral feature selection for shape characterization and classification,
VC(27), No. 11, November 2011, pp. 1005-1019.
WWW Link. 1112
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Earlier:
Feature Selection For Enhanced Spectral Shape Comparison,
EG3DOR10(31-38)
PDF File.
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Biasotti, S.[Silvia], Cerri, A.[Andrea], Frosini, P.[Patrizio], Giorgi, D.[Daniela],
A new algorithm for computing the 2-dimensional matching distance between size functions,
PRL(32), No. 14, 15 October 2011, pp. 1735-1746.
Elsevier DOI 1110
Multi-dimensional size function; Size Theory; Shape comparison BibRef

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Morphological Representations of Scalar Fields,
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Papaleo, L.[Laura], de Floriani, L.[Leila],
Semantic-Based Segmentation and Annotation of 3D Models,
CIAP09(103-112).
Springer DOI 0909
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Paraboschi, L.[Laura], Biasotti, S.[Silvia], Falcidieno, B.[Bianca],
Comparing Sets of 3D Digital Shapes Through Topological Structures,
GbRPR07(114-125).
Springer DOI 0706
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Biasotti, S.[Silvia], Cerri, A.[Andrea], Giorgi, D.[Daniela],
Robustness and Modularity of 2-Dimensional Size Functions: An Experimental Study,
CAIP11(I: 34-41).
Springer DOI 1109
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Biasotti, S.[Silvia], Cerri, A.[Andrea], Frosini, P., Giorgi, D.[Daniela], Landi, C.[Claudia],
Multidimensional Size Functions for Shape Comparison,
JMIV(32), No. 2, October 2008, pp. xx-yy.
Springer DOI 0804
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Earlier: A2, A1, A4, Only:
k-dimensional Size Functions for Shape Description and Comparison,
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IEEE DOI 0709
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di Fabio, B.[Barbara], Landi, C.[Claudia],
Persistent homology and partial similarity of shapes,
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Elsevier DOI 1206
Mayer-Vietoris formula; Extended persistence; Hausdorff distance BibRef

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Reeb Graphs of Piecewise Linear Functions,
GbRPR17(23-35).
Springer DOI 1706
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Earlier:
Stable Shape Comparison of Surfaces via Reeb Graphs,
DGCI14(202-213).
Springer DOI 1410
BibRef

di Fabio, B.[Barbara], Landi, C.[Claudia], Medri, F.[Filippo],
Recognition of Occluded Shapes Using Size Functions,
CIAP09(642-651).
Springer DOI 0909
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Ferri, M.[Massimo],
Progress in Persistence for Shape Analysis,
CTIC16(3-6).
Springer DOI 1608
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Cagliari, F.[Francesca], Ferri, M.[Massimo], Gualandri, L.[Luciano], Landi, C.[Claudia],
Persistence Modules, Shape Description, and Completeness,
CTIC12(148-156).
Springer DOI 1206
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Cerri, A.[Andrea], Frosini, P.[Patrizio], Kropatsch, W.G.[Walter G.], Landi, C.[Claudia],
A Global Method for Reducing Multidimensional Size Graphs,
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Springer DOI 1105
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Cerri, A.[Andrea], Giorgi, D.[Daniela], Musé, P.[Pablo], Sur, F.[Frédéric], Tomassini, F.[Federico],
Shape Recognition Via an a Contrario Model for Size Functions,
ICIAR06(II: 410-421).
Springer DOI 0610
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di Fabio, B.[Barbara], Ferri, M.[Massimo],
Comparing Persistence Diagrams Through Complex Vectors,
CIAP15(I:294-305).
Springer DOI 1511
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Cerri, A.[Andrea], Ferri, M.[Massimo], Giorgi, D.[Daniela],
A Complete Keypics Experiment with Size Functions,
CIVR05(357-366).
Springer DOI 0507
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Zhu, Y.[Yu], Lu, Z.Q.[Zong-Qi], Liu, M.[Min], Zuo, T.[Tian],
The line segment table: a fast region description algorithm,
RealTimeIP(3), No. 4, December 2008, pp. xx-yy.
Springer DOI 0811
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Kim, J.G.[Jeong-Gyoo], Noble, J.A.[J. Alison], Brady, J.M.[J. Michael],
Probabilistic Models for Shapes as Continuous Curves,
JMIV(33), No. 1, January 2009, pp. xx-yy.
Springer DOI 0804
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Jankowski, H.K.[Hanna K.], Stanberry, L.I.[Larissa I.],
Expectations of Random Sets and Their Boundaries Using Oriented Distance Functions,
JMIV(36), No. 3, March 2010, pp. xx-yy.
Springer DOI 1003
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Bauer, M.[Martin], Harms, P.[Philipp], Michor, P.W.[Peter W.],
Almost Local Metrics on Shape Space of Hypersurfaces in n-Space,
SIIMS(5), No. 1 2012, pp. 244.
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Bauer, M.[Martin], Bruveris, M.[Martins], Michor, P.W.[Peter W.],
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Springer DOI 1408
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Lee, J.M.[Jong-Min], Kim, W.Y.[Whoi-Yul],
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Chaudhuri, D., Kushwaha, N.K., Sharif, I., Samal, A.,
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Chen, S.Q.[Si-Qi], Cremers, D.[Daniel], Radke, R.J.[Richard J.],
Image segmentation with one shape prior: A template-based formulation,
IVC(30), No. 12, December 2012, pp. 1032-1042.
Elsevier DOI 1212
Image segmentation; Shape prior BibRef

Chen, S.Q.[Si-Qi], Radke, R.J.[Richard J.],
Level set segmentation with both shape and intensity priors,
ICCV09(763-770).
IEEE DOI 0909
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And:
Markov Chain Monte Carlo shape sampling using level sets,
NORDIA09(296-303).
IEEE DOI 0910
Metropolis-Hastings algorithm. BibRef

Lan, R.[Rushi], Yang, J.W.[Jian-Wei], Jiang, Y.[Yong], Fyfe, C., Song, Z.[Zhan],
Whitening central projection descriptor for affine-invariant shape description,
IET-IPR(7), No. 1, 2013, pp. 81-91.
DOI Link 1303
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Premachandran, V.[Vittal], Kakarala, R.[Ramakrishna],
Perceptually motivated shape context which uses shape interiors,
PR(46), No. 8, August 2013, pp. 2092-2102.
Elsevier DOI 1304
Shape retrieval; Shape context; Perceptual techniques BibRef

von Landesberger, T.[Tatiana], Andrienko, G.[Gennady], Andrienko, N.[Natalia], Bremm, S.[Sebastian], Kirschner, M.[Matthias], Wesarg, S.[Stefan], Kuijper, A.[Arjan],
Opening up the 'black box' of medical image segmentation with statistical shape models,
VC(29), No. 9, September 2013, pp. 893-905.
Springer DOI 1307
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Zheng, W., Chang, H., Liang, L., Ren, H., Shan, S., Chen, X.,
Strip Features for Fast Object Detection,
Cyber(43), No. 6, 2013, pp. 1898-1912.
IEEE DOI 1312
Algorithm design and analysis. Capture object shapes with edgelike and ridgelike strip patterns. BibRef

Eslami, S.M.A.[S. M. Ali], Heess, N.[Nicolas], Williams, C.K.I.[Christopher K. I.], Winn, J.[John],
The Shape Boltzmann Machine: A Strong Model of Object Shape,
IJCV(107), No. 2, April 2014, pp. 155-176.
Springer DOI 1404
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Earlier: A1, A2, A4, Only: CVPR12(406-413).
IEEE DOI 1208
In terms of global, local, generalization. BibRef

Rangarajan, A.[Anand],
Revisioning the unification of syntax, semantics and statistics in shape analysis,
PRL(43), No. 1, 2014, pp. 39-46.
Elsevier DOI 1404
Uncertainty BibRef

Suk, T.[Tomáš], Höschl, IV, C.[Cyril], Flusser, J.[Jan],
Decomposition of binary images: A survey and comparison,
PR(45), No. 12, December 2012, pp. 4279-4291.
Elsevier DOI 1208
BibRef
Earlier:
Rectangular Decomposition of Binary Images,
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Springer DOI 1209
Binary image decomposition; Distance transform; Quadtree; Bipartite graph; Image compression; Moment computation; Fast convolution BibRef

Li, Z.Y.[Zhi-Yang], Qu, W.Y.[Wen-Yu], Cao, J.J.[Jun-Jie], Qi, H.[Heng], Stojmenovic, M.[Milos],
ECDS: An effective shape signature using electrical charge distribution on the shape,
PR(48), No. 2, 2015, pp. 402-410.
Elsevier DOI 1411
Shape representation BibRef

Ramesh, B.[Bharath], Xiang, C.[Cheng], Lee, T.H.[Tong Heng],
Shape classification using invariant features and contextual information in the bag-of-words model,
PR(48), No. 3, 2015, pp. 894-906.
Elsevier DOI 1412
Shape classification BibRef

Guler, R.A., Tari, S., Unal, G.,
Screened Poisson Hyperfields for Shape Coding,
SIIMS(7), No. 4, 2014, pp. 2558-2590.
DOI Link 1412
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Guler, R.A., Tari, S., Unal, G.,
Landmarks inside the shape: Shape matching using image descriptors,
PR(49), No. 1, 2016, pp. 79-88.
Elsevier DOI 1511
Shape retrieval BibRef

Sudhakaran, S.[Swathikiran], James, A.P.[Alex Pappachen],
Sparse distributed localized gradient fused features of objects,
PR(48), No. 4, 2015, pp. 1538-1546.
Elsevier DOI 1502
Brain-inspired system BibRef

Fan, H.J.[Hui-Jie], Cong, Y.[Yang], Tang, Y.D.[Yan-Dong],
Object detection based on scale-invariant partial shape matching,
MVA(26), No. 6, August 2015, pp. 711-721.
WWW Link. 1508
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Earlier:
Self-closed partial shape descriptor for shape retrieval,
ICIP12(505-508).
IEEE DOI 1302
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de Oliveira, A.B.[Alessandro Bof], Rodrigues da Silva, P.[Patrícia], Barone, D.A.C.[Dante Augusto Couto],
A novel 2D shape signature method based on complex network spectrum,
PRL(63), No. 1, 2015, pp. 43-49.
Elsevier DOI 1508
Shape signature BibRef

Wei, H., Tang, X.,
A Genetic-Algorithm-Based Explicit Description of Object Contour and its Ability to Facilitate Recognition,
Cyber(45), No. 11, November 2015, pp. 2558-2571.
IEEE DOI 1511
Biological cells BibRef

Kaothanthong, N.[Natsuda], Chun, J.[Jinhee], Tokuyama, T.[Takeshi],
Distance interior ratio: A new shape signature for 2D shape retrieval,
PRL(78), No. 1, 2016, pp. 14-21.
Elsevier DOI 1606
Shape signature BibRef

Moyou, M.[Mark], Ihou, K.E.[Koffi Eddy], Peter, A.M.[Adrian M.],
LBO-Shape densities: A unified framework for 2D and 3D shape classification on the hypersphere of wavelet densities,
CVIU(152), No. 1, 2016, pp. 142-154.
Elsevier DOI 1609
BibRef
Earlier:
LBO-Shape Densities: Efficient 3D Shape Retrieval Using Wavelet Density Estimation,
ICPR14(52-57)
IEEE DOI 1412
2D and 3D shape matching and retrieval Eigenvalues and eigenfunctions BibRef

Niu, D.M.[Dong-Mei], Bremer, P.T.[Peer-Timo], Lindstrom, P.[Peter], Hamann, B.[Bernd], Zhou, Y.F.[Yuan-Feng], Zhang, C.M.[Cai-Ming],
Two-dimensional shape retrieval using the distribution of extrema of Laplacian eigenfunctions,
VC(33), No. 5, May 2017, pp. 607-624.
Springer DOI 1704
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Sarfraz, M.[Muhammad], Samreen, S.[Shamaila], Hussain, M.Z.[Malik Zawwar],
A Quadratic Trigonometric Nu Spline with Shape Control,
IJIG(17), No. 03, 2017, pp. 1750015.
DOI Link 1710
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Earlier:
Modeling of 2D Objects with Weighted-Quadratic Trigonometric Spline,
CGiV16(29-34)
IEEE DOI 1608
computational geometry BibRef

Wan, L.[Lili], Zou, C.Q.[Chang-Qing], Zhang, H.[Hao],
Full and partial shape similarity through sparse descriptor reconstruction,
VC(33), No. 12, December 2017, pp. 1497-1509.
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Abu-Qasmieh, I.[Isam], Al-quran, H.[Hiam],
Unrestricted LR detection for biomedical applications using coarse-to-fine hierarchical approach,
IET-IPR(12), No. 9, September 2018, pp. 1639-1645.
DOI Link 1809
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Legaz-Aparicio, Á.G.[Álvar-Ginés], Verdú-Monedero, R.[Rafael], Angulo, J.[Jesús],
Multiscale estimation of multiple orientations based on morphological directional openings,
SIViP(12), No. 7, October 2018, pp. 1245-1253.
Springer DOI 1809
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Nguyen, T.P.[Thanh Phuong], Nguyen, X.S.[Xuan Son],
Shape measurement using LIP-signature,
CVIU(171), 2018, pp. 83-94.
Elsevier DOI 1812
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Benn, J.[James], Marsland, S.[Stephen], McLachlan, R.I.[Robert I.], Modin, K.[Klas], Verdier, O.[Olivier],
Currents and Finite Elements as Tools for Shape Space,
JMIV(61), No. 8, October 2019, pp. 1197-1220.
Springer DOI 1909
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Zhang, H.[He], Mo, H.L.[Han-Lin], Hao, Y.[You], Li, Q.[Qi], Li, S.[Shirui], Li, H.[Hua],
Fast and efficient calculations of structural invariants of chirality,
PRL(128), 2019, pp. 270-277.
Elsevier DOI 1912
Chirality describes the structural properties or configuration of an object. Chirality, Invariant, Moment, Symmetry detection, Shape analysis BibRef

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Elsevier DOI 2206
Discrete curve model, Non-elastic shape analysis, Shape manifold, Shape synthesis, Shape retrieval, Shape arithmetics BibRef

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Fast Shape Recognition Method Using Feature Richness Based on the Walking Minimum Bounding Rectangle over an Occluded Remote Sensing Target,
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A Novel Line Integral Transform for 2d Affine-Invariant Shape Retrieval,
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Springer DOI 2011
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Vacavant, A.[Antoine], Leborgne, A.[Aurélie],
Robust Computations of Reeb Graphs in 2-D Binary Images,
CTIC16(204-215).
Springer DOI 1608
First Discrete Euclidean Connected Skeleton. BibRef

Sarkar, A.[Apurba], Dutt, M.[Mousumi],
Construction of Sandwich Cover of Digital Objects,
IWCIA15(172-184).
Springer DOI 1601
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Bhagavatula, S.[Sravan], Sephus, N.[Nashlie],
Estimating the Dominant Orientation of an Object Using Image Segmentation and Principal Component Analysis,
ISVC15(I: 243-252).
Springer DOI 1601
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Demisse, G.G.[Girum G.], Aouada, D.[Djamila], Ottersten, B.[Bjorn],
Template-based statistical shape modelling on deformation space,
ICIP15(4386-4390)
IEEE DOI 1512
Markov process BibRef

Wang, B.[Bin], Gao, Y.S.[Yong-Sheng],
Multi-scale bisector integrals: An invariant descriptor for accurate shape retrieval,
ICIP15(765-769)
IEEE DOI 1512
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Corring, J.[John], Rangarajan, A.[Anand],
Shape from Phase: An Integrated Level Set and Probability Density Shape Representation,
ICPR14(46-51)
IEEE DOI 1412
Approximation methods complex wave representation for shapes. BibRef

Byrne, J.[Jeffrey],
Nested motion descriptors,
CVPR15(502-510)
IEEE DOI 1510
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Byrne, J.[Jeffrey], Shi, J.B.[Jian-Bo],
Nested Shape Descriptors,
ICCV13(1201-1208)
IEEE DOI 1403
binary descriptor. pooling oriented gradients over a large geometric structure. BibRef

Dong, X.J.[Xiao-Jie], Liu, E.[Erqi], Yang, J.[Jie],
Subregion based local descriptor,
ICIP13(250-254)
IEEE DOI 1402
Color BibRef

Nafchi, H.Z.[Hossein Ziaei], Kanan, H.R.[Hamidreza Rashidy],
Rectangular based binary image representation: Theory, applications, and dataset introduction,
ICPR12(190-193).
WWW Link. 1302
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Wu, Q.[Qi], Hall, P.[Peter],
Modelling Visual Objects Invariant to Depictive Style,
BMVC13(xx-yy).
DOI Link 1402
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And:
Prime Shapes in Natural Images,
BMVC12(45).
DOI Link 1301
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Goinski, A.[Adam], Zawadzki, T.[Tomasz], Nikiel, S.[Slawomir],
Automatic Shape Generation Based on Quadratic Four-Dimensional Fractals,
ICCVG12(71-78).
Springer DOI 1210
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Porro-Muñoz, D.[Diana], Duin, R.P.W.[Robert P.W.], Orozco-Alzate, M.[Mauricio], Talavera Bustamante, I.[Isneri],
Continuous Multi-way Shape Measure for Dissimilarity Representation,
CIARP12(430-437).
Springer DOI 1209
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Zhao, Y.H.[Yu-Hang], Zhang, Z.X.[Zhao-Xiang], Wang, Y.H.[Yun-Hong],
Codebook Reconstruction with Word Correlation Feedback Mechanism,
ICIG11(418-423).
IEEE DOI 1109
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Rodriguez-Sanchez, A.J.[Antonio J.], Tsotsos, J.K.[John K.],
The importance of intermediate representations for the modeling of 2D shape detection: Endstopping and curvature tuned computations,
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IEEE DOI 1106
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di Lillo, A.[Antonella], Motta, G.[Giovanni], Storer, J.A.[James A.],
A rotation and scale invariant descriptor for shape recognition,
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IEEE DOI 1009
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Liao, W.H.[Wen-Hung],
Region Description Using Extended Local Ternary Patterns,
ICPR10(1003-1006).
IEEE DOI 1008
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IEEE DOI 1008
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An, G.C.[Guo-Cheng], Zhang, F.J.[Feng-Jun], Wang, H.A.[Hong-An], Dai, G.Z.[Guo-Zhong],
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Tay, P.C.[Peter C.],
AM-FM Image Analysis Using the Hilbert Huang Transform,
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Wu, G.[Gang], Liu, W.J.[Wei-Jie], Xie, X.H.[Xiao-Hui], Wei, Q.A.[Qi-Ang],
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ICIP07(VI: 169-172).
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Herberthson, M.[Magnus], Brun, A.[Anders], Knutsson, H.[Hans],
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Chekroun, M.[Mickael], Darbon, J.[Jérôme], Ciril, I.[Igor],
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Karlsson, J., Ericsson, A., Astrom, K.,
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IEEE DOI 0409
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Ericsson, A., Astrom, K.,
An affine invariant deformable shape representation for general curves,
ICCV03(1142-1149).
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Edwards, J.D., Riley, K.J., Eakins, J.P.,
A Visual Comparison of Shape Descriptors Using Multi-Dimensional Scaling,
CAIP03(393-401).
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Zhang, B.C.[Bao-Chang], Gao, W.[Wen], Shan, S.G.[Shi-Guang], Wang, W.[Wei],
Constraint Shape Model Using Edge Constraint and Gabor Wavelet Based Search,
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Hughes, A.[Alex], Wilson, R.C.,
A spectral analysis of perceptual shape variation,
CIAP03(38-43).
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Larsen, R.[Rasmus], Hilger, K.B.[Klaus Baggesen], Skoglund, K.[Karl], Darkner, S.[Sune], Paulsen, R.R.[Rasmus R.], Stegmann, M.B.[Mikkel B.], Lading, B.[Brian], Thodberg, H.H.[Hans Henrik], Eiriksson, H.[Hrafnkell],
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Kim, S.[Seongok], Kim, S.Y.[Sung-Young], Kim, J.[Jongmin], Kim, M.W.[Minh-Wan],
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Dhandapani, R., Kimia, B.B.,
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Weistrand, O.[Ola],
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Rogers, M., Graham, J.,
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BMVC01(Session 1: Modelling Shape).
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Shape-from-image via Cross-sections,
ICPR00(Vol I: 794-797).
IEEE DOI 0009
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Shape Descriptors for Non-Rigid Shapes with a Single Closed Contour,
CVPR00(I: 424-429).
IEEE DOI 0005
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Peura, M.[Markus],
A Statistical Classification Method For Hierarchical Irregular Objects,
CIAP97(I: 604-611).
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Neumann, A.[Anke], Lorenz, C.[Cristian],
Comparison and application of selected statistical shape models in medical imaging,
CIAP97(II: 680-687).
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Apostolopoulos, J.G., Lim, J.S.,
Representing arbitrarily-shaped regions: A Case Study of Overcomplete Representations,
ICIP95(II: 426-429).
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CAIP93(254-258).
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A non-linear shape abstraction technique,
CAIP93(223-230).
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Kube, P.,
Likely local shape,
CVPR89(529-534).
IEEE DOI 0403
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Forchhammer, S., Kim, C.E.,
Digital squares,
ICPR88(II: 672-674).
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Ma, J., Lu, X., Wu, C.,
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ICPR86(811-813). BibRef 8600

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Shape Computation Surveys, Comparisons .