13.1.1 Aspect Graph Matching, Characteristic Views

Chapter Contents (Back)
Recognition, Model Based. Model Based Recognition. Object Recognition. Matching, Volumes. Reference Views. Characteristic Views. Canonical Views. Aspect Graphs. Matching, Aspect Graphs. view selection Key Pose. View-based See also Gaussian Sphere (EGI), Intrinsic Images, and Surface Orientations.

Koenderink, J.J., and van Doorn, A.J.,
The Internal Representation of Solid Shape with Respect to Vision,
BioCyber(32), 1979, pp. 211-216. Early paper that leads to aspect graph ideas. Related paper in Shape from Shading: See also Photometric Invariants Related to Solid Shape. BibRef 7900

Koenderink, J.J.,
An Internal Representation for Solid Shape Based on the Topological Properties of the Apparent Contour,
IU87(257-285). BibRef 8700

Faugeras, O.D.[Olivier D.], Mundy, J.L.[Joe L.], Ahuja, N.[Narendra], Dyer, C.R.[Charles R.], Pentland, A.P.[Alex P.], Jain, R.C.[Ramesh C.], Ikeuchi, K.[Katsushi], Bowyer, K.W.[Kevin W.],
Why Aspect Graphs Are Not (Yet) Practical for Computer Vision,
CVGIP(55), No. 2, March 1992, pp. 212-218.
Elsevier DOI BibRef 9203
Earlier: CADBV91(98-104). Panel at the workshop. BibRef

Bowyer, K.W., and Dyer, C.R.,
Aspect Graphs: an Introduction and Survey of Recent Results,
IJIST(2), 1990, pp. 315-328. Survey, Aspect Graph. Survey of aspect graph matching. BibRef 9000

Lee, H.C., and Fu, K.S.,
Generating Object Descriptions for Model Retrieval,
PAMI(5), No. 5, September 1983, pp. 462-471. BibRef 8309
Earlier:
A Computer Vision System for Generating Object Descriptions,
PRIP82(466-472). Generate line-based models for the objects. BibRef

Castore, G.,
Solid Modeling, Aspect Graphs, and Robot Vision,
SolidMC84(277-292). BibRef 8400

Chang, I.C., Huang, C.L.,
Aspect Graph Generation for Non-Convex Polyhedra from Perspective Projection View,
PR(25), No. 10, October 1992, pp. 1075-1096.
Elsevier DOI BibRef 9210

Munkelt, O.,
Aspect-Trees: Generation And Interpretation,
CVIU(61), No. 3, May 1995, pp. 365-386.
DOI Link BibRef 9505

Robey, M., West, G.A.W., Venkatesh, S.,
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CVIU(61), No. 3, May 1995, pp. 417-429.
DOI Link BibRef 9505

Lam, C.P., Venkatesh, S., West, G.A.W.,
Hypothesis Verification Using Parametric Models and Active Vision Strategies,
CVIU(68), No. 2, November 1997, pp. 209-236. 9712

DOI Link BibRef
Earlier: A1, A3, A2:
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CVPR94(818-822).
IEEE DOI BibRef

Lam, C.P., West, G.A.W., Venkatesh, S.,
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BibRef

Rieger, J.H.,
On the Classification of Views of Piecewise Smooth Objects,
IVC(5), No. 2, May 1987, pp. 91-97.
Elsevier DOI BibRef 8705

Liu, Z.,
Viewpoint Dependency in Object Representation and Recognition,
SV(9), 1996, pp. 491-521. BibRef 9600

Laurentini, A.,
Introducing the Reduced Aspect Graph,
PRL(16), 1995, pp. 43-48. BibRef 9500

Ben-Arie, J.,
Probabilistic Models of Observed Features and Aspects with Application to Weighted Aspect Graphs,
PRL(11), 1990, pp. 421-427. BibRef 9000

Noble, J.A.[J. Alison], Wilson, D.L.[Dale L.], Ponce, J.[Jean],
On Computing Aspect Graphs of Smooth Shapes from Volumetric Data,
CVIU(66), No. 2, May 1997, pp. 179-192. 9705

DOI Link BibRef
Earlier: MMBIA95(SHAPE) BibRef

Yang, C.C., Marefat, M.M., Johnson, E.J.,
Entity-Based Aspect Graphs: Making Viewer Centered Representations More Efficient,
PRL(19), No. 3-4, March 1998, pp. 265-277. 9807
BibRef

Shokoufandeh, A.[Ali], Marsic, I.[Ivan], Dickinson, S.J.[Sven J.],
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IVC(17), No. 5/6, April 1999, pp. 445-460.
Elsevier DOI BibRef 9904

Macrim, D., Shokoufandeh, A., Dickinson, S.J., Siddiqi, K., Zucker, S.,
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IEEE DOI 0211
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Denton, T.[Trip], Shokoufandeh, A.[Ali], Novatnack, J.[John], Nishino, K.[Ko],
Canonical subsets of image features,
CVIU(112), No. 1, October 2008, pp. 55-66.
Elsevier DOI 0810
Feature evaluation and selection; Object recognition; Nonlinear programming; Semidefinite programming BibRef

Mankowski, W.C.[Walter C.], Shokoufandeh, A.[Ali], Salvucci, D.D.[Dario D.],
Canonical Patterns of Oriented Topologies,
ICPR10(1104-1107).
IEEE DOI 1008
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Mankowski, W.C.[Walter C.], Bogunovich, P.[Peter], Shokoufandeh, A.[Ali], Salvucci, D.D.[Dario D.],
On Computing Canonical Subsets of Graph-Based Behavioral Representations,
GbRPR09(215-222).
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Denton, T.[Trip], Abrahamson, J., Shokoufandeh, A.,
Approximation of canonical sets and their applications to 2D view simplification,
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IEEE DOI 0408
Select canonical views from the large set of possible views. BibRef

Dickinson, S.J.[Sven J.], Wilkes, D.[David], Tsotsos, J.K.[John K.],
A Computational Model of View Degeneracy,
PAMI(21), No. 8, August 1999, pp. 673-689.
IEEE DOI BibRef 9908
Earlier: A2, A1, A3:
A Quantitative Analysis of View Degeneracy and its Use for Active Focal Length Control,
ICCV95(938-944).
IEEE DOI See also What Is a Degenerate View?. for view degeneracy interpretation. BibRef

de Vel, O.[Olivier], Aeberhard, S.[Stefan],
Object Recognition Using Random Image-Lines,
IVC(18), No. 3, February 2000, pp. 193-198.
Elsevier DOI 0001
See also Line-Based Face Recognition under Varying Pose. BibRef

Aeberhard, S.[Stefan], de Vel, O.[Olivier],
View-Based Object Recognition Using Image Lines,
ICPR98(Vol I: 805-807).
IEEE DOI 9808
BibRef

Lo, K.C., Kwok, S.K.W.,
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Laurentini, A.[Aldo],
Topological recognition of polyhedral objects from multiple views,
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Elsevier DOI 0105
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Bischof, H.[Horst], Leonardis, A.[Ale],
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IVC(19), No. 9-10, August 2001, pp. 619-629.
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Peters, G.[Gabriele], Zitova, B.[Barbara], von der Malsburg, C.[Christoph],
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Elsevier DOI 0204
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And: IVC(20), No. 4, April 2002, pp. 249-256.
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Peters, G.[Gabriele],
Efficient Pose Estimation Using View-Based Object Representations,
MVA(16), No. 1, December 2004, pp. 59-63.
Springer DOI 0501
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Earlier: CVS03(12 ff).
Springer DOI 0306
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Peters, G., Zitova, B., von der Malsburg, C.[Christoph],
Two Methods for Comparing Different Views of the Same Object,
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PDF File. 9909
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Roy, S.D., Chaudhury, S., Banerjee, S.,
Aspect graph construction with noisy feature detectors,
SMC-B(33), No. 2, April 2003, pp. 340-351.
IEEE Abstract. 0308
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Kowalczyk, M., Mokrzycki, W.S.,
Obtaining complete 2.5D view representation of polyhedra using concept of seedling single-view area,
CVIU(91), No. 3, September 2003, pp. 280-301.
Elsevier DOI 0310
view sphere with perspective. Calculate view, find area, propogate in a spiral. BibRef

Cyr, C.M.[Christopher M.], Kimia, B.B.[Benjamin B.],
A Similarity-Based Aspect-Graph Approach to 3D Object Recognition,
IJCV(57), No. 1, April 2004, pp. 5-22.
DOI Link 0402
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Earlier:
3D Object Recognition Using Shape Similarity-Based Aspect Graph,
ICCV01(I: 254-261).
IEEE DOI 0106
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Keselman, Y., Dickinson, S.J.,
Generic Model Abstraction from Examples,
PAMI(27), No. 7, July 2005, pp. 1141-1156.
IEEE Abstract. 0506
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Earlier: CVPR01(I:856-863).
IEEE DOI 0110
LCA: Lowest common abstraction. BibRef

Mahmoudi, S.[Said], Daoudi, M.[Mohamed],
A probabilistic approach for 3D shape retrieval by characteristic views,
PRL(28), No. 13, 1 October 2007, pp. 1705-1718.
Elsevier DOI 0709
BibRef
Earlier:
3D models retrieval by using characteristic views,
ICPR02(II: 457-460).
IEEE DOI 0211
Partial shape retrieval; Curvature Scale Space; M-tree; 3D indexing; Characteristic views; Bayesian voting BibRef

Ansary, T.F., Vandeborre, J.P., Mahmoudi, S.[Said], Daoudi, M.[Mohamed],
A Bayesian framework for 3D models retrieval based on characteristic views,
3DPVT04(139-146).
IEEE DOI 0412
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And: A1, A2, A4, Only:
A Bayesian approach for 3D models retrieval based on characteristic views,
ICPR04(III: 898-901).
IEEE DOI 0409
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Vandeborre, J.P., Couillet, V., Daoudi, M.,
A practical approach for 3D model indexing by combining local and global invariants,
3DPVT02(644-647).
IEEE DOI 0206
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Tabia, H.[Hedi], Daoudi, M.[Mohamed], Vandeborre, J.P.[Jean-Philippe], Colot, O.[Olivier],
A New 3D-Matching Method of Nonrigid and Partially Similar Models Using Curve Analysis,
PAMI(33), No. 4, April 2011, pp. 852-858.
IEEE DOI 1103
BibRef
Earlier:
Local visual patch for 3d shape retrieval,
3DOR10(3-8).
DOI Link 1111
BibRef
Earlier: A1, A4, A2, A3:
3D-Shape Retrieval Using Curves and HMM,
ICPR10(3147-3150).
IEEE DOI 1008
Surfaces by 3D closed curves around feature points. BibRef

Ansary, T.F.[Tarik Filali], Vandeborre, J.P.[Jean-Phillipe], Daoudi, M.[Mohamed],
3D-Model search engine from photos,
CIVR07(89-92).
DOI Link 0707
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Earlier:
On 3D Retrieval from Photos,
3DPVT06(687-694).
IEEE DOI 0606
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El Khoury, R.[Rachid], Vandeborre, J.P.[Jean-Philippe], Daoudi, M.[Mohamed],
Indexed heat curves for 3D-model retrieval,
ICPR12(1964-1967).
WWW Link. 1302
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Ghita, O.[Ovidiu], Whelan, P.F.[Paul F.], Vernon, D.[David], Mallon, J.[John],
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Leibe, B.[Bastian], Leonardis, A.[Aleš], Schiele, B.[Bernt],
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BibRef
Earlier:
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CLOR06(508-524).
Springer DOI 0711
See also Shape-from-recognition: Recognition enables meta-data transfer. BibRef

Leibe, B.[Bastian], Schiele, B.[Bernt],
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DAGM04(145-153).
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Earlier:
Interleaving Object Categorization and Segmentation,
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Springer DOI 0310
BibRef
And:
Interleaved Object Categorization and Segmentation,
BMVC03(xx-yy).
HTML Version. 0409
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And:
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IEEE DOI 0307
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Hetzel, G.[Göunter], Leibe, B.[Bastian], Levi, P.[Paul], Schiele, B.[Bernt],
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IEEE DOI 0110
View-based approach. BibRef

Mele, K.[Katarina], Suc, D.[Dorian], Maver, J.[Jasna],
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IET-CV(3), No. 1, March 2009, pp. 8-23.
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Earlier: A1, A3, A2:
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IEEE DOI 0609
Family of local descriptors. BibRef

Maver, J.[Jasna],
Which Slightly Different View Is the Right One,
CAIP99(444-453).
Springer DOI 9909
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Earlier:
Necessary Views for a Coarse Representation of a Scene,
ICPR96(I: 936-940).
IEEE DOI 9608
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Chiu, H.P.[Han-Pang], Kaelbling, L.P.[Leslie Pack], Lozano-Perez, T.[Tomas],
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CVIU(113), No. 12, Decmeber 2009, pp. 1183-1197.
Elsevier DOI 0911
BibRef
And:
Virtual Training for Multi-View Object Class Recognition,
CVPR07(1-8).
IEEE DOI 0706
Object recognition; Categorization; Shape representation Not quiet aspect graphs, but use model for multiple views. BibRef

Chiu, H.P.[Han-Pang], Kaelbling, L.P.[Leslie Pack], Lozano-Perez, T.[Tomas],
Automatic Class-Specific 3D Reconstruction from a Single Image,
CSAIL-2009-008, February 2009.
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Tamaki, T.[Toru], Amano, T.[Toshiyuki], Kaneda, K.[Kazufumi],
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CVIU(113), No. 12, Decmeber 2009, pp. 1210-1221.
Elsevier DOI 0911
View-based pose estimation; Global appearance; Cyclic group; Column permutation matrix; Block diagonalization; Subspace methods BibRef

Ma, H.M.[Hui-Min], Huang, T.T.[Tian-Tian], Wang, Y.Z.[Yan-Zhi],
Multi-resolution recognition of 3D objects based on visual resolution limits,
PRL(31), No. 3, 1 February 2010, pp. 259-266.
Elsevier DOI 1001
3D object recognition; Visual resolution limit (VRL); Mesh simplification; Multi-resolution aspect graph BibRef

You, S.[Shaodi], Ma, H.M.[Hui-Min],
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Elsevier DOI 1104
Manifold topological analysis; Manifold multi-resolution analysis; Locally linear embedding BibRef

Krithara, A.[Anastasia], Amini, M.R.[Massih R.], Goutte, C.[Cyril], Renders, J.M.[Jean-Michel],
Learning aspect models with partially labeled data,
PRL(32), No. 2, 15 January 2011, pp. 297-304.
Elsevier DOI 1101
Semi-supervised learning; Aspect models; Document categorization BibRef

Liu, H.[Hong], Zhang, L.[Lei], Huang, H.[Hua],
Web-image driven best views of 3D shapes,
VC(27), No. 3, March 2011, pp. 279-287.
WWW Link. 1203
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Glasner, D.[Daniel], Galun, M.[Meirav], Alpert, S.[Sharon], Basri, R.[Ronen], Shakhnarovich, G.[Gregory],
Viewpoint-aware object detection and continuous pose estimation,
IVC(30), No. 12, December 2012, pp. 923-933.
Elsevier DOI 1212
BibRef
Earlier:
Viewpoint-aware object detection and pose estimation,
ICCV11(1275-1282).
IEEE DOI 1201
Viewpoint-aware; Object detection; Pose estimation; 3D model; Viewpoint estimation; Structure from motion. appearance-based voting. 3D reasoning. BibRef

Serin, E.[Ekrem], Sumengen, S.[Selcuk], Balcisoy, S.[Selim],
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Zhao, L.[Long], Liang, S.[Shuang], Jia, J.[Jinyuan], Wei, Y.[Yichen],
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Shih, K.J.[Kevin J.], Endres, I.[Ian], Hoiem, D.[Derek],
Learning Discriminative Collections of Part Detectors for Object Recognition,
PAMI(37), No. 8, August 2015, pp. 1571-1584.
IEEE DOI 1507
Boosting BibRef

Endres, I.[Ian], Shih, K.J.[Kevin J.], Jiaa, J.[Johnston], Hoiem, D.[Derek],
Learning Collections of Part Models for Object Recognition,
CVPR13(939-946)
IEEE DOI 1309
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Endres, I.[Ian], Srikumar, V.[Vivek], Chang, M.W.[Ming-Wei], Hoiem, D.[Derek],
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Liang, M., Min, H., Luo, R., Zhu, J.,
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Feature extraction BibRef

Bai, X.[Xiang], Bai, S.[Song], Zhu, Z.T.[Zhuo-Tun], Latecki, L.J.[Longin Jan],
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PAMI(37), No. 12, December 2015, pp. 2361-2373.
IEEE DOI 1512
image coding BibRef

Bai, S.[Song], Bai, X.[Xiang], Zhou, Z.C.[Zhi-Chao], Zhang, Z.X.[Zhao-Xiang], Tian, Q.[Qi], Latecki, L.J.[Longin Jan],
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IEEE DOI 1705
Feature extraction, Graphics processing units, Search engines, Shape, Solid modeling, Three-dimensional displays, Two dimensional displays, 3D shape retrieval, CNN, shape retrieval contest, (SHREC) BibRef

Hu, M.J.[Meng-Jie], Wei, Z.Z.[Zhen-Zhong], Shao, M.W.[Ming-Wei], Zhang, G.J.[Guang-Jun],
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graph theory BibRef

Carreira, J.[João], Vicente, S.[Sara], Agapito, L.[Lourdes], Batista, J.P.[Jorge P.],
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Earlier: A2, A1, A3, A4:
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CVPR14(41-48)
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Leifman, G.[George], Shtrom, E.[Elizabeth], Tal, A.[Ayellet],
Surface Regions of Interest for Viewpoint Selection,
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IEEE DOI 1609
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IEEE DOI 1208
Algorithm design and analysis BibRef


Eum, S.[Sungmin], Doermann, D.S.[David S.],
Content selection using frontalness evaluation of multiple frames,
ICPR16(3404-3409)
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Instances of a planar object in video. Adaptive optics, Cameras, Computational modeling, Feature extraction, Optical imaging, Optical variables measurement, Pose, estimation BibRef

Bertrand, A.[Adrien], Al-Osaimi, F.R.[Faisal R.], Bouguila, N.[Nizar],
View-Based 3D Objects Recognition with Expectation Propagation Learning,
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Bai, S.[Song], Bai, X.[Xiang], Zhou, Z.C.[Zhi-Chao], Zhang, Z.X.[Zhao-Xiang], Latecki, L.J.[Longin Jan],
GIFT: A Real-Time and Scalable 3D Shape Search Engine,
CVPR16(5023-5032)
IEEE DOI 1612
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Wang, W.C.[Wen-Cheng], Gao, T.H.[Tian-Hao],
Constructing Canonical Regions for Fast and Effective View Selection,
CVPR16(4114-4122)
IEEE DOI 1612
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Tsatsoulis, P.D.[P. Daphne], Plummer, B.A.[Bryan A.], Forsyth, D.A.[David A.],
Visual Analogies: A Framework for Defining Aspect Categorization,
TASKCV16(III: 540-547).
Springer DOI 1611
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Choy, C.B.[Christopher B.], Xu, D.[Danfei], Gwak, J.[JunYoung], Chen, K.[Kevin], Savarese, S.[Silvio],
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Dey, D.[Debadeepta], Ramakrishna, V.[Varun], Hebert, M.[Martial], Bagnell, J.A.[J. Andrew],
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ICCV15(2947-2955)
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Adaptation models BibRef

Juranek, R.[Roman], Herout, A.[Adam], Dubska, M.[Marketa], Zemcik, P.[Pavel],
Real-Time Pose Estimation Piggybacked on Object Detection,
ICCV15(2381-2389)
IEEE DOI 1602
Cameras BibRef

Sattler, T.[Torsten], Havlena, M.[Michal], Schindler, K.[Konrad], Pollefeys, M.[Marc],
Large-Scale Location Recognition and the Geometric Burstiness Problem,
CVPR16(1582-1590)
IEEE DOI 1612
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Sattler, T.[Torsten], Havlena, M.[Michal], Radenovic, F.[Filip], Schindler, K.[Konrad], Pollefeys, M.[Marc],
Hyperpoints and Fine Vocabularies for Large-Scale Location Recognition,
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IEEE DOI 1602
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Zhu, M.L.[Meng-Long], Zhou, X.W.[Xiao-Wei], Daniilidis, K.[Kostas],
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ICCV15(927-935)
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Szabo, A., Vedaldi, A., Favaro, P.,
Building the View Graph of a Category by Exploiting Image Realism,
3DRR15(805-813)
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Yao, H.X.[Hong-Xun], Liu, H.[Hong],
Exploring Discriminative Views for 3D Object Retrieval,
MMMod16(I: 755-766).
Springer DOI 1601
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Chen, T.[Tao], Lu, S.[Shijian],
DPM revisited: Utilizing root-part spatial distribution for vehicle viewpoint estimation,
ICIP15(2169-2173)
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Object Proposals Estimation in Depth Image Using Compact 3D Shape Manifolds,
GCPR15(196-208).
Springer DOI 1511
Finding particular object shapes from a single depth image. more a characteristic shape then view. BibRef

Xiang, Y.[Yu], Choi, W.G.[Won-Gun], Lin, Y.Q.[Yuan-Qing], Savarese, S.[Silvio],
Data-driven 3D Voxel Patterns for object category recognition,
CVPR15(1903-1911)
IEEE DOI 1510
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Shimamura, J.[Jun], Yoshida, T.[Taiga], Taniguchi, Y.[Yukinobu], Yabushita, H.[Hiroko], Sudo, K.[Kyoko], Murasaki, K.[Kazuhiko],
The method based on view-directional consistency constraints for robust 3D object recognition,
MVA15(455-458)
IEEE DOI 1507
Accuracy BibRef

Santos-Saavedra, D., Pardo, X.M., Iglesias, R.,
Canonical Views for Scene Recognition in Mobile Robotics,
IbPRIA15(514-521).
Springer DOI 1506
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Zhu, S.[Siyu], Fang, T.[Tian], Zhang, R.[Runze], Quan, L.[Long],
Multi-view Geometry Compression,
ACCV14(II: 3-18).
Springer DOI 1504
large-scale redundant photocollections. BibRef

Zhang, R.[Runze], Fang, T.[Tian], Zhu, S.[Siyu], Quan, L.[Long],
Multi-scale Tetrahedral Fusion of a Similarity Reconstruction and Noisy Positional Measurements,
ACCV14(II: 30-44).
Springer DOI 1504
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Yin, W.C.[Wei-Chong], Lu, T.[Tong], Su, F.[Feng],
A Novel Multi-view Object Class Detection Framework for Document Image Content Analysis,
ICDAR13(1095-1099)
IEEE DOI 1312
document image processing. Objects from different viewpoints. BibRef

Wang, X.L.[Xiao-Long], Lin, L.[Liang], Huang, L.C.[Li-Chao], Yan, S.C.[Shui-Cheng],
Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection,
CVPR13(3334-3341)
IEEE DOI 1309
and-or graph; model sharing; object recognition; structure learning BibRef

Levihn, M.[Martin], Dutton, M.[Matthew], Trevor, A.J.B.[Alexander J.B.], Silman, M.[Mike],
Detecting partially occluded objects via segmentation and validation,
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IEEE DOI BibRef 9800
Earlier:
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Hugli, H., Schultz, C.,
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Hlavac, V., Leonardis, A., Werner, T.,
Automatic Selection of Reference Views for Image-Based Scene Representations,
ECCV96(I:526-535).
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And: A3, A2, A1 plus Pajdla, T.,
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ICPR96(I: 73-77).
IEEE DOI 9608
(Czech Technical Univ., CZ) Choose reference views of arbirtary objects for matching. BibRef

Chen, S.A.[Shu-Ang], Freeman, H.[Herbert],
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Wang, R., and Freeman, H.,
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Earlier:
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ICPR90(I: 8-12).
IEEE DOI Recognition using aspect graphs. Poor reference set. BibRef

Chen, S., and Freeman, H.,
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Chen, S., Freeman, H.,
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ICPR92(I:332-336).
IEEE DOI BibRef 9200
Earlier:
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Earlier:
Computing characteristic views of quadric-surfaced solids,
ICPR90(I: 77-82).
IEEE DOI 9006
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Chakravarty, I., and Freeman, H.,
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Chakravarty, I.,
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Kender, J.R., and Freudenstein, D.G.,
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Mundy, J.L., Heller, A.J., Thompson, D.W.,
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DARPA88(651-659). BibRef 8800

Whitten, G.,
Vertex Space Analysis and Its Application to Model Based Object Recognition,
CVPR88(847-857).
IEEE DOI BibRef 8800

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Aspect Graphs, Matching Systems, Object Recognition .


Last update:Jun 22, 2017 at 17:22:14