-
1
-
-
0036538619
-
Shape matching and object recognition using shape contexts
-
S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. IEEE Trans. Pattern Anal. Mach. Intell., 24(4):509-522, 2002.
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, Issue.4
, pp. 509-522
-
-
Belongie, S.1
Malik, J.2
Puzicha, J.3
-
2
-
-
33845585078
-
-
PhD thesis, Computer Science Division, University of California, Berkeley
-
A. C. Berg. Shape Matching and Object Recognition. PhD thesis, Computer Science Division, University of California, Berkeley, 2005.
-
(2005)
Shape Matching and Object Recognition
-
-
Berg, A.C.1
-
3
-
-
24644502276
-
Shape matching and object recognition using low distortion correspondence
-
A. C. Berg, T. L. Berg, and J. Malik. Shape matching and object recognition using low distortion correspondence. In CVPR, 2005.
-
(2005)
CVPR
-
-
Berg, A.C.1
Berg, T.L.2
Malik, J.3
-
4
-
-
0035686784
-
Geometric blur for template matching
-
A. C. Berg and J. Malik. Geometric blur for template matching. In CVPR, pages 607-614, 2001.
-
(2001)
CVPR
, pp. 607-614
-
-
Berg, A.C.1
Malik, J.2
-
6
-
-
0000876414
-
Local learning algorithms
-
L. Bottou and V. Vapnik. Local learning algorithms. Neural Computation, 4(6): 888-900, 1992.
-
(1992)
Neural Computation
, vol.4
, Issue.6
, pp. 888-900
-
-
Bottou, L.1
Vapnik, V.2
-
8
-
-
84915212583
-
Estimation by the nearest neighbor rule
-
T. M. Cover. Estimation by the nearest neighbor rule. IEEE Trans. on Information Theory, 14(1):50-55, 1968.
-
(1968)
IEEE Trans. on Information Theory
, vol.14
, Issue.1
, pp. 50-55
-
-
Cover, T.M.1
-
9
-
-
0010442827
-
On the algorithmic implementation of multiclass kernel-based vector machines
-
K. Crammer and Y. Singer. On the algorithmic implementation of multiclass kernel-based vector machines. J. Mach. Learn. Res., 2:265-292, 2002.
-
(2002)
J. Mach. Learn. Res.
, vol.2
, pp. 265-292
-
-
Crammer, K.1
Singer, Y.2
-
10
-
-
0039006081
-
Reflectance and texture of real-world surfaces
-
K. J. Dana, B. van Ginneken, S. K. Nayar, and J. J. Koenderink. Reflectance and texture of real-world surfaces. ACM Trans. Graph., 18(1):l-34, 1999.
-
(1999)
ACM Trans. Graph.
, vol.18
, Issue.1
-
-
Dana, K.J.1
Van Ginneken, B.2
Nayar, S.K.3
Koenderink, J.J.4
-
11
-
-
0043101870
-
Adaptive nearest neighbor classification using support vector machines
-
C. Domeniconi and D. Gunopulos. Adaptive nearest neighbor classification using support vector machines. In NIPS, pages 665-672, 2001.
-
(2001)
NIPS
, pp. 665-672
-
-
Domeniconi, C.1
Gunopulos, D.2
-
12
-
-
84932617705
-
Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories
-
L. Fei-Fei, R. Fergus, and P. Perona. Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories. In IEEE CVPR Workshop of Generative Model Based Vision (WGMBV), 2004.
-
(2004)
IEEE CVPR Workshop of Generative Model Based Vision (WGMBV)
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
13
-
-
0015451069
-
Similarity in visually perceived forms
-
E. Goldmeier. Similarity in visually perceived forms. Psychological Issues, 8(1): 1-134, 1972.
-
(1972)
Psychological Issues
, vol.8
, Issue.1
, pp. 1-134
-
-
Goldmeier, E.1
-
14
-
-
24644499267
-
Discriminative classification with sets of image features
-
K. Grauman and T. Darrell. Discriminative classification with sets of image features. In ICCV, 2005.
-
(2005)
ICCV
-
-
Grauman, K.1
Darrell, T.2
-
17
-
-
33745933878
-
Combining generative models and fisher kernels for object recognition
-
A. D. Holub, M. Welling, and P. Perona. Combining generative models and fisher kernels for object recognition. In ICCV, 2005.
-
(2005)
ICCV
-
-
Holub, A.D.1
Welling, M.2
Perona, P.3
-
18
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, 2006.
-
(2006)
CVPR
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
19
-
-
0000359337
-
Backpropagation applied to handwritten zip code recognition
-
Winter
-
Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel. Backpropagation applied to handwritten zip code recognition. Neural Computation, 1(4):541-551, Winter 1989.
-
(1989)
Neural Computation
, vol.1
, Issue.4
, pp. 541-551
-
-
LeCun, Y.1
Boser, B.2
Denker, J.S.3
Henderson, D.4
Howard, R.E.5
Hubbard, W.6
Jackel, L.D.7
-
20
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
November
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, November 1998.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
21
-
-
2142775432
-
Multicategory support vector machines, theory, and application to the classification of microarray data and satellite radiance data
-
Y. Lee, Y. Lin, and G. Wahba. Multicategory support vector machines, theory, and application to the classification of microarray data and satellite radiance data. Journal of the American Statistical Association, 99:67-81, 2004.
-
(2004)
Journal of the American Statistical Association
, vol.99
, pp. 67-81
-
-
Lee, Y.1
Lin, Y.2
Wahba, G.3
-
22
-
-
0035358496
-
Representing and recognizing the visual appearance of materials using three-dimensional textons
-
T. Leung and J. Malik. Representing and recognizing the visual appearance of materials using three-dimensional textons. Int. J. Comput. Vision, 43(1):29-44, 2001.
-
(2001)
Int. J. Comput. Vision
, vol.43
, Issue.1
, pp. 29-44
-
-
Leung, T.1
Malik, J.2
-
23
-
-
0042505589
-
-
PhD thesis, Department of Statistics, University of California, Berkeley
-
L. Levina. Statistical Issues in Texture Analysis. PhD thesis, Department of Statistics, University of California, Berkeley, 2002.
-
(2002)
Statistical Issues in Texture Analysis
-
-
Levina, L.1
-
24
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
D. G. Lowe. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision, 60(2):91-110, 2004.
-
(2004)
Int. J. Comput. Vision
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.G.1
-
25
-
-
0035683817
-
Shape contexts enable efficient retrieval of similar shapes
-
G. Mori, S. Belongie, and J. Malik. Shape contexts enable efficient retrieval of similar shapes. In CVPR, volume 1, pages 723-730, 2001.
-
(2001)
CVPR
, vol.1
, pp. 723-730
-
-
Mori, G.1
Belongie, S.2
Malik, J.3
-
26
-
-
84949968471
-
Estimating human body configurations using shape context matching
-
G. Mori and J. Malik. Estimating human body configurations using shape context matching. In European Conference on Computer Vision LNCS 2352, volume 3, pages 666-680, 2002.
-
(2002)
European Conference on Computer Vision LNCS 2352
, vol.3
, pp. 666-680
-
-
Mori, G.1
Malik, J.2
-
27
-
-
33845569574
-
Multiclass object recognition using sparse, localized features
-
J. Mutch and D. Lowe. Multiclass object recognition using sparse, localized features. In CVPR, 2006.
-
(2006)
CVPR
-
-
Mutch, J.1
Lowe, D.2
-
28
-
-
33750257702
-
Learning compositional categorization models
-
B. Ommer and J. M. Buhmann. Learning compositional categorization models. In ECCV, 2006.
-
(2006)
ECCV
-
-
Ommer, B.1
Buhmann, J.M.2
-
29
-
-
0041995203
-
A generalized kernel approach to dissimilarity-based classification
-
E. Pekalska, P. Paclik, and R. P. W. Duin. A generalized kernel approach to dissimilarity-based classification. J. Mach. Learn. Res., 2:175-211, 2002.
-
(2002)
J. Mach. Learn. Res.
, vol.2
, pp. 175-211
-
-
Pekalska, E.1
Paclik, P.2
Duin, R.P.W.3
-
30
-
-
84898983292
-
Using analytic qp and sparseness to speed training of support vector machines
-
Cambridge, MA, USA, MIT Press
-
J. C. Platt. Using analytic qp and sparseness to speed training of support vector machines. In NIPS, pages 557-563, Cambridge, MA, USA, 1999. MIT Press.
-
(1999)
NIPS
, pp. 557-563
-
-
Platt, J.C.1
-
31
-
-
84888364466
-
Large margin DAGs for multiclass classification
-
J. C. Platt, N. Cristianini, and J. Shawe-Taylor. Large margin DAGs for multiclass classification. In NIPS, pages 547-553, 1999.
-
(1999)
NIPS
, pp. 547-553
-
-
Platt, J.C.1
Cristianini, N.2
Shawe-Taylor, J.3
-
32
-
-
3042591803
-
Natural categories
-
E. Rosch. Natural categories. Cognitive Psychology, 4:328-350, 1973.
-
(1973)
Cognitive Psychology
, vol.4
, pp. 328-350
-
-
Rosch, E.1
-
33
-
-
0346451740
-
The kernel trick for distances
-
B. Schölkopf. The kernel trick for distances. In NIPS, pages 301-307, 2000.
-
(2000)
NIPS
, pp. 301-307
-
-
Schölkopf, B.1
-
34
-
-
24644511277
-
Object recognition with features inspired by visual cortex
-
T. Serre, L. Wolf, and T. Poggio. Object recognition with features inspired by visual cortex. In CVPR, 2005.
-
(2005)
CVPR
-
-
Serre, T.1
Wolf, L.2
Poggio, T.3
-
35
-
-
0003137923
-
Efficient pattern recognition using a new transformation distance
-
San Francisco, CA, USA, Morgan Kaufmann Publishers Inc.
-
P. Simard, Y. LeCun, and J. S. Denker. Efficient pattern recognition using a new transformation distance. In NIPS, pages 50-58, San Francisco, CA, USA, 1993. Morgan Kaufmann Publishers Inc.
-
(1993)
NIPS
, pp. 50-58
-
-
Simard, P.1
Lecun, Y.2
Denker, J.S.3
-
36
-
-
0005031076
-
Transformation invariance in pattern recognition-tangent distance and tangent propagation
-
London, UK, Springer-Verlag
-
P. Simard, Y. LeCun, J. S. Denker, and B. Victorri. Transformation invariance in pattern recognition-tangent distance and tangent propagation. In Neural Networks: Tricks of the Trade, pages 239-274, London, UK, 1998. Springer-Verlag.
-
(1998)
Neural Networks: Tricks of the Trade
, pp. 239-274
-
-
Simard, P.1
Lecun, Y.2
Denker, J.S.3
Victorri, B.4
-
38
-
-
0029895137
-
Speed of processing in the human visual system
-
June
-
S. Thorpe, D. Fize, and C. Marlot. Speed of processing in the human visual system. Nature, 381:520-522, June 1996.
-
(1996)
Nature
, vol.381
, pp. 520-522
-
-
Thorpe, S.1
Fize, D.2
Marlot, C.3
-
39
-
-
5044224293
-
Sharing features: Efficient boosting procedures for multiclass object detection
-
A. B. Torralba, K. P. Murphy, and W. T. Freeman. Sharing features: Efficient boosting procedures for multiclass object detection. In CVPR, pages 762-769, 2004.
-
(2004)
CVPR
, pp. 762-769
-
-
Torralba, A.B.1
Murphy, K.P.2
Freeman, W.T.3
-
40
-
-
8644258401
-
A statistical approach to texture classification from single images
-
Apr.
-
M. Varma and A. Zisserman. A statistical approach to texture classification from single images. International Journal of Computer Vision, 62(1-2):61-81, Apr. 2005.
-
(2005)
International Journal of Computer Vision
, vol.62
, Issue.1-2
, pp. 61-81
-
-
Varma, M.1
Zisserman, A.2
-
41
-
-
11144330519
-
K-local hyperplane and convex distance nearest neighbor algorithms
-
P. Vincent and Y. Bengio. K-local hyperplane and convex distance nearest neighbor algorithms. In NIPS, pages 985-992, 2001.
-
(2001)
NIPS
, pp. 985-992
-
-
Vincent, P.1
Bengio, Y.2
-
42
-
-
33845591067
-
Using dependent regions for object categorization in a generative framework
-
G. Wang, Y. Zhang, and L. Fei-Fei. Using dependent regions for object categorization in a generative framework. In CVPR, 2006.
-
(2006)
CVPR
-
-
Wang, G.1
Zhang, Y.2
Fei-Fei, L.3
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