13.4.5 Object Recognition Evaluation

Chapter Contents (Back)
Evaluation, Recognition.

Eggert, D.W., Lorusso, A., Fisher, R.B.,
Estimating 3-D Rigid-Body Transformations: A Comparison of Four Major Algorithms,
MVA(9), No. 5-6, 1997, pp. 272-290.
HTML Version. 9705
BibRef Edinburgh Pose Estimation. Evaluation, Pose. Euclidean transform from matched points. For an earlier conference version:
Postscript Version. BibRef

Lorusso, A., Eggert, D.W., and Fisher, R.B.,
A Comparison of Four Algorithms for Estimating 3-D Rigid Transformations,
BMVC95(xx).
PDF Version. 9509
BibRef
And: DAI-No. 765, July 1995. BibRef
Earlier: DAI-No. 737, March 1995. BibRef Edinburgh BibRef

Madsen, C.B.,
A Comparative-Study of the Robustness of Two Pose Estimation Techniques,
MVA(9), No. 5-6, 1997, pp. 291-303.
HTML Version. 9705
BibRef
Earlier: PERF96(XX-YY).
HTML Version. Evaluation, Matching. BibRef

Liu, Y.[Yong], Madsen, C.B.[Claus B.], Störring, M.[Moritz],
An Extended Perspective Three Points Problem,
SCIA03(75-82).
WWW Version. 0310
BibRef

Aggarwal, J.K., Ghosh, J., Nair, D., and Taha, I.,
A Comparative Study of Three Paradigms for Object Recognition: Bayesian Statistics, Neural Networks, and Expert Systems,
AIU96(241-262). Bayes Nets. Neural Networks. Expert Systems. Evaluation. BibRef 9600

Nair, D., Mitiche, A., Aggarwal, J.K.,
On comparing the performance of object recognition systems,
ICIP95(II: 631-634).
IEEE DOI Link 9510
BibRef

Walker, R.[Robert],
Evaluating the Performance of Spatially Explicit Models,
PhEngRS(69), No. 11, November 2003, pp. 1271-1278. Statistical approaches to evaluating the performance of spatially explicit models are described.
WWW Version. 0401
BibRef

Mikolajczyk, K., Schmid, C.,
A Performance Evaluation of Local Descriptors,
PAMI(27), No. 10, October 2005, pp. 1615-1630.
IEEE DOI Link 0509
BibRef
Earlier: CVPR03(II: 257-263).
IEEE Abstract. IEEE Top Reference. 0307
SIFT descriptors do best. See also Distinctive Image Features from Scale-Invariant Keypoints. BibRef


Barnard, K.[Kobus], Yanai, K.[Keiji], Johnson, M.[Matthew], Gabbur, P.[Prasad],
Cross Modal Disambiguation,
CLOR06(238-257).
Springer DOI Link 0711
BibRef

Barnard, K.[Kobus], Duygulu, P.[Pinar], Guru, R., Gabbur, P., Forsyth, D.A.[David A.],
The effects of segmentation and feature choice in a translation model of object recognition,
CVPR03(II: 675-682).
IEEE Abstract. IEEE Top Reference. 0307
BibRef

Wiedemann, C.[Christian], Ulrich, M.[Markus], Steger, C.T.[Carsten T.],
Recognition and Tracking of 3D Objects,
DAGM08(xx-yy).
Springer DOI Link 0806
BibRef

Ulrich, M.[Markus], Steger, C.T.[Carsten T.],
Performance Comparison of 2D Object Recognition Techniques,
PCV02(A: 368). 0305
BibRef

Ulrich, M.[Markus], Steger, C.T.[Carsten T.],
Empirical Performance Evaluation of Object Recognition Methods,
EEMCV01(xx-yy). 0110
BibRef

Mundy, J.L., and Heller, A.J.,
The Evolution and Testing of a Model-Based Object Recognition System,
ICCV90(268-282).
IEEE DOI Link BibRef 9000

Heller, A.J., and Mundy, J.L.,
Benchmark Evaluation of a Model-Based Object Recognition System,
DARPA90(727-741). Matching, Evaluation. Benchmarks. BibRef 9000

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
General Spatial Reasoning and Geometric Reasoning Issues .


Last update:Nov 16, 2009 at 19:35:14