13.1.1 Aspect Graph Matching, Characteristic Views

Chapter Contents (Back)
Recognition, Model Based. Model Based Recognition. Object Recognition. Matching, Volumes. Reference Views. Aspect Graphs. Matching, Aspect Graphs.

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., Mundy, J.L., Ahuja, N., Dyer, C.R., Pentland, A.P., Jain, R., Ikeuchi, K., Bowyer, K.W.,
Why Aspect Graphs Are Not (Yet) Practical for Computer Vision,
CVGIP(55), No. 2, March 1992, pp. 212-218.
WWW Version. 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.
WWW Version. BibRef 9210

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

Robey, M., West, G.A.W., Venkatesh, S.,
An Investigation into the Use of Physical Modeling for the Prediction of Various Feature Types Visible from Different Viewpoints,
CVIU(61), No. 3, May 1995, pp. 417-429.
WWW Version. 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
WWW Version. BibRef
Earlier: A1, A3, A2:
Emerging hypothesis verification using function-based geometric models and active vision strategies,
CVPR94(818-822).
IEEE Abstract. IEEE Top Reference. BibRef

Lam, C.P., West, G.A.W., Venkatesh, S.,
Obtaining functional parametric models using active vision strategies,
PR(34), No. 1, January 2001, pp. 79-94.
WWW Version. 0010 BibRef

Rieger, J.H.,
On the Classification of Views of Piecewise Smooth Objects,
IVC(5), No. 2, May 1987, pp. 91-97.
WWW Version. 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, A., Wilson, D., Ponce, J.,
On Computing Aspect Graphs of Smooth Shapes from Volumetric Data,
CVIU(66), No. 2, May 1997, pp. 179-192. 9705
WWW Version. 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.],
View-based object recognition using saliency maps,
IVC(17), No. 5/6, April 1999, pp. 445-460.
WWW Version. BibRef 9904

Macrim, D., Shokoufandeh, A., Dickinson, S.J., Siddiqi, K., Zucker, S.,
View-based 3-D object recognition using shock graphs,
ICPR02(III: 24-28).
WWW Version. 0211 BibRef

Denton, T.[Trip], Abrahamson, J., Shokoufandeh, A.,
Approximation of canonical sets and their applications to 2D view simplification,
CVPR04(II: 550-557).
IEEE Abstract. IEEE Top Reference. 0408Select 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 Abstract. IEEE Top Reference.
WWW Version. BibRef 9908
Earlier: A2, A1, A3:
A Quantitative Analysis of View Degeneracy and its Use for Active Focal Length Control,
ICCV95(938-944).
WWW Version.
WWW Version. 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.
WWW Version. 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).
WWW Version. 9808 BibRef

Lo, K.C., Kwok, S.K.W.,
Recognition of 3D planar objects in canonical frames,
PRL(22), No. 6-7, May 2001, pp. 715-723.
HTML Version. 0105 BibRef

Laurentini, A.[Aldo],
Topological recognition of polyhedral objects from multiple views,
AI(127), No. 1, March 2001, pp. 31-55.
WWW Version. 0105Aspect graph for recognition of polyhedral objects from multiple views. BibRef

Bischof, H.[Horst], Leonardis, A.[Ale],
View-based object representations using RBF networks,
IVC(19), No. 9-10, August 2001, pp. 619-629.
WWW Version. 0108 BibRef

Peters, G.[Gabriele], Zitova, B.[Barbara], von der Malsburg, C.[Christoph],
How to measure the pose robustness of object views,
IVC(20), No. 5-6, 15 April 2002, pp. 341-348.
WWW Version.
HTML Version. 0204BMVC issue BibRef
And: IVC(20), No. 4, April 2002, pp. 249-256.
WWW Version. 0203
HTML Version. Dataset, 3-D Data. BibRef

Peters, G.[Gabriele],
Efficient Pose Estimation Using View-Based Object Representations,
MVA(16), No. 1, December 2004, pp. 59-63.
WWW Version. 0501 BibRef
Earlier: CVS03(12 ff).
HTML Version. 0306 BibRef

Peter, G., Zitova, B., von der Malsburg, C.[Christoph],
Robustness of the Gabor Representation of Object Pose Variation,
BMVC99(Models and Search). BibRef 9900

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. IEEE Top Reference. 0308 BibRef

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.
WWW Version. 0310view 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.
WWW Version. 0402 BibRef
Earlier:
3D Object Recognition Using Shape Similarity-Based Aspect Graph,
ICCV01(I: 254-261).
WWW Version. 0106 BibRef

Keselman, Y., Dickinson, S.J.,
Generic Model Abstraction from Examples,
PAMI(27), No. 7, July 2005, pp. 1141-1156.
IEEE Abstract. IEEE Top Reference. 0506 BibRef
Earlier: CVPR01(I:856-863).
IEEE Abstract. IEEE Top Reference. 0110LCA: 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.
WWW Version. 0709 BibRef
Earlier:
3D models retrieval by using characteristic views,
ICPR02(II: 457-460).
WWW Version. 0211Partial 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 Abstract. IEEE Top Reference. 0412 BibRef
And: A1, A2, A4, Only:
A Bayesian approach for 3D models retrieval based on characteristic views,
ICPR04(III: 898-901).
WWW Version. 0409 BibRef

Vandeborre, J.P., Couillet, V., Daoudi, M.,
A practical approach for 3D model indexing by combining local and global invariants,
3DPVT02(644-647).
WWW Version. 0206 BibRef

Ansary, T.F.[Tarik Filali], Vandeborre, J.P.[Jean-Phillipe], Daoudi, M.[Mohamed],
On 3D Retrieval from Photos,
3DPVT06(687-694).
WWW Version. 0606 BibRef

Ghita, O.[Ovidiu], Whelan, P.F.[Paul F.], Vernon, D.[David], Mallon, J.[John],
Pose estimation for objects with planar surfaces using eigenimage and range data analysis,
MVA(18), No. 6, December 2007, pp. 355-365.
WWW Version. 0711Object pose from well defined surfaces. BibRef

Leibe, B.[Bastian], Leonardis, A.[Ale], Schiele, B.[Bernt],
Robust Object Detection with Interleaved Categorization and Segmentation,
IJCV(77), No. 1-3, May 2008, pp. 259-289.
WWW Version. 0803 BibRef
Earlier:
An Implicit Shape Model for Combined Object Categorization and Segmentation,
CLOR06(508-524).
WWW Version. 0711 BibRef

Leibe, B.[Bastian], Schiele, B.[Bernt],
Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search,
DAGM04(145-153).
WWW Version. 0505 BibRef
Earlier:
Interleaving Object Categorization and Segmentation,
CogVis03(145-161).
WWW Version. 0310 BibRef
And:
Interleaved Object Categorization and Segmentation,
BMVC03(xx-yy).
HTML Version. 0409 BibRef
And:
Analyzing appearance and contour based methods for object categorization,
CVPR03(II: 409-415).
IEEE Abstract. IEEE Top Reference. 0307 BibRef

Hetzel, G.[Gunter], Leibe, B.[Bastian], Levi, P.[Paul], Schiele, B.[Bernt],
3D Object Recognition from Range Images using Local Feature Histograms,
CVPR01(II:394-399).
IEEE Abstract. IEEE Top Reference. 0110View-based approach. BibRef


Coupe, S.[Simon], Thacker, N.A.[Neil A.],
Quantitative Verification of Projected Views Using a Power Law Model of Feature Detection,
CRV08(352-358).
WWW Version. 0805 BibRef

Ozcanli, O.C., Kimia, B.B.,
Generic Object Recognition via Shock Patch Fragments,
BMVC07(xx-yy).
PDF Version. 0709 BibRef

Chiu, H.P.[Han-Pang], Kaelbling, L.P.[Leslie Pack], Lozano-Perez, T.[Tomas],
Virtual Training for Multi-View Object Class Recognition,
CVPR07(1-8).
WWW Version. 0706Not quiet aspect graphs, but use model for multiple views. BibRef

Chong, C.B.[Chee Boon], Tan, T.L.[Te-Le], Lim, F.L.[Fee Lee],
A Model-based Approach for Rigid Object Recognition,
ICPR06(III: 116-120).
WWW Version. 0609Synthetic images to train for real-world object matching. BibRef

Wang, Y.[Yong], Gong, S.G.[Shao-Gang],
Tensor Discriminant Analysis for View-based Object Recognition,
ICPR06(III: 33-36).
WWW Version. 0609 BibRef

Mele, K.[Katarina], Maver, J.[Jasna], Suc, D.[Dorian],
Image Categorization Using Local Probabilistic Descriptors,
ICPR06(II: 336-340).
WWW Version. 0609Family of local descriptors. BibRef

Maver, J.[Jasna],
Which Slightly Different View Is the Right One,
CAIP99(444-453).
WWW Version. 9909 BibRef
Earlier:
Necessary Views for a Coarse Representation of a Scene,
ICPR96(I: 936-940).
WWW Version. 9608(Univ. of Ljubljana, SLO) BibRef

van Leuken, R.H.[Reinier H.], Veltkamp, R.C.[Remco C.], Typke, R.[Rainer],
Selecting vantage objects for similarity indexing,
ICPR06(III: 453-456).
WWW Version. 0609 BibRef

Bossa, M.N.[Matias N.], Olmos, S.[Salvador],
Statistical Model of Similarity Transformations: Building a Multi-Object Pose,
MMBIA06(59).
WWW Version. 0609 BibRef

Owen, M.J.,
Simple canonical views,
BMVC05(xx-yy).
HTML Version. 0509I.e. the front, side and top views. BibRef

Denton, T., Demirci, M.F., Abrahamson, J., Shokoufandeh, A., Dickinson, S.J.,
Selecting canonical views for view-based 3-d object recognition,
ICPR04(II: 273-276).
WWW Version. 0409 See also Object Recognition as Many-to-Many Feature Matching. BibRef

Hung, C.C.[Chih-Cheng], Yang, S.[Shisong], Laymon, C.,
Use of characteristic views in image classification,
ICPR02(II: 949-952).
WWW Version. 0211 BibRef

Wieghardt, J., Wrtz, R.P., von der Malsburg, C.,
Learning the Topology of Object Views,
ECCV02(IV: 747 ff.).
HTML Version. 0205 BibRef

Bker, U.[Ulrich], Hartmann, G.[Georg],
Object Representation: on Combining Viewer-centered and Object-centered Elements,
ICPR00(Vol I: 956-959).
WWW Version.
HTML Version. 0009 BibRef

Allezard, N., Dhome, M., Jurie, F.[Frederic],
Recognition of 3d Textured Objects by Mixing View-based and Model-based Representations,
ICPR00(Vol I: 960-963).
WWW Version.
HTML Version. 0009 BibRef

Morita, S.[Satoru],
Scale Space Range Image Aspect Graph,
ScaleSpace99(465-470). BibRef 9900

Winkeler, J.[Jay], Manjunath, B.S., Chandrasekaran, S.,
Subset Selection for Active Object Recognition,
CVPR99(II: 511-516).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9900

Kudo, M.[Mineichi], Shimbo, M.[Masaru], Mori, Y.[Yasukuni], Toyama, J.[Jun],
Visualization of the Structure of Classes Using a Graph,
ICPR98(Vol II: 1724-1727).
WWW Version. 9808 BibRef

Abe, K.[Keiichi], Jia, J.[Jin],
Automatic Generation of Prototypes in 3D Structural Object Recognition,
ICPR98(Vol I: 697-700).
WWW Version. 9808 BibRef

Schiele, B.[Bernt], and Crowley, J.L.[James L.],
The Concept of Visual Classes for Object Classification,
SCIA97(xx-yy) 9705
HTML Version. BibRef

Hugli, H., Schultz, C.,
Geometric Matching of 3D Objects, Assessing the Range of Successful Configurations,
3DIM97(4 - View Registration) 9702 BibRef

Madsen, C.B.[Claus B.],
View Point Variation in the Noise Sensitivity of Pose Estimation,
CVPR96(41-46).
IEEE Abstract. IEEE Top Reference.
WWW Version. Sensitivity to different aspects. BibRef 9600

Madsen, C.B.[Claus B.], Christensen, H.I.,
Modeling and Testing the Stability of Edge Segments: Length and Orientation,
SCIA95(1011-1019). Uppsala, Sweden. BibRef 9500

Hlavac, V., Leonardis, A., Werner, T.,
Automatic Selection of Reference Views for Image-Based Scene Representations,
ECCV96(I:526-535).
WWW Version. BibRef 9600
And: A3, A2, A1 plus Pajdla, T.,
Selection Of Reference Views for image-based representation,
ICPR96(I: 73-77).
WWW Version. 9608(Czech Technical Univ., CZ) Choose reference views of arbirtary objects for matching. BibRef

Chen, S.A.[Shu-Ang], Freeman, H.[Herbert],
Primary Set of Characteristic Views for 3-D Objects,
SPIE(1570), 1991, pp. 352-361. BibRef 9100

Wang, R., and Freeman, H.,
The Use of Characteristic View Classes for 3D Object Recognition,
MVfor3D1990, Chapter 4, pp. 109-161. BibRef 9000
Earlier:
Object Recognition Based on Characteristic View Classes,
ICPR90(I: 8-12).
WWW Version. Recognition using aspect graphs. Poor reference set. BibRef

Chen, S., and Freeman, H.,
Characteristic View Modeling of Curved-Surface Solids,
PRAI(10), 1996, pp. 537-560. BibRef 9600

Chen, S., Freeman, H.,
The Dominant Views of Solid Objects,
ICPR92(I:332-336).
WWW Version. BibRef 9200
Earlier:
On The Characteristic Views of Quadric-Surfaced Solids,
CADBV91(34-43). BibRef
Earlier:
Computing characteristic views of quadric-surfaced solids,
ICPR90(I: 77-82).
WWW Version. 9006 BibRef

Chakravarty, I., and Freeman, H.,
Characteristic Views as a Basis for Three-Dimensional Object Recognition,
SPIE(336), Robot Vision, 1982, pp. 37-45. An early reference to characteristic views. BibRef 8200

Chakravarty, I.,
The Use of Characteristic Views as a Basis for Recognition of Three-Dimensional Objects,
RPIIPL-TR-034, October 1982. BibRef 8210

Kender, J.R., and Freudenstein, D.G.,
What Is a 'Degenerate' View?,
IJCAI87(801-804). BibRef 8700
And: DARPA87(589-598). Observation that a large fraction of views are really degenerate. BibRef

Mundy, J.L., Heller, A.J., Thompson, D.W.,
The Concept of an Effective Viewpoint,
DARPA88(651-659). BibRef 8800

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

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


Last update:Sep 2, 2008 at 17:29:35