-
1
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
Lazebnik, S., Schmid, C., Ponce, J.: 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
-
2
-
-
50649101132
-
Image classification using random forests and ferns
-
Bosch, A., Zisserman, A., Muoz, X.: Image classification using random forests and ferns. In: ICCV (2007)
-
(2007)
ICCV
-
-
Bosch, A.1
Zisserman, A.2
Muoz, X.3
-
3
-
-
51949090223
-
In defense of nearest-neighbor based image classification
-
Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. In: CVPR (2008)
-
(2008)
CVPR
-
-
Boiman, O.1
Shechtman, E.2
Irani, M.3
-
4
-
-
77955988947
-
Sun database large-scale scene recognition from abbey to zoo
-
Xiao, J., Hays, J., Ehinger, K.A., Oliva, A., Torralba, A.: Sun database large-scale scene recognition from abbey to zoo. In: CVPR (2010)
-
(2010)
CVPR
-
-
Xiao, J.1
Hays, J.2
Ehinger, K.A.3
Oliva, A.4
Torralba, A.5
-
5
-
-
77955655063
-
Semi-supervised learning in gigantic image collections
-
Fergus, R., Weiss, Y., Torralba, A.: Semi-supervised learning in gigantic image collections. In: NIPS (2009)
-
(2009)
NIPS
-
-
Fergus, R.1
Weiss, Y.2
Torralba, A.3
-
6
-
-
78149301789
-
Localizing Objects while Learning Their Appearance
-
Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. Springer, Heidelberg
-
Deselaers, T., Alexe, B., Ferrari, V.: Localizing Objects While Learning Their Appearance. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. LNCS, vol. 6314, pp. 452-466. Springer, Heidelberg (2010)
-
(2010)
LNCS
, vol.6314
, pp. 452-466
-
-
Deselaers, T.1
Alexe, B.2
Ferrari, V.3
-
7
-
-
85161984064
-
Simultaneous object detection and ranking with weak supervision
-
Blaschko, M.B., Vedaldi, A., Zisserman, A.: Simultaneous object detection and ranking with weak supervision. In: NIPS (2010)
-
(2010)
NIPS
-
-
Blaschko, M.B.1
Vedaldi, A.2
Zisserman, A.3
-
8
-
-
80053403826
-
Ensemble Methods in Machine Learning
-
Kittler, J., Roli, F. (eds.) MCS 2000. Springer, Heidelberg
-
Dietterich, T.G.: Ensemble Methods in Machine Learning. In: Kittler, J., Roli, F. (eds.) MCS 2000. LNCS, vol. 1857, pp. 1-15. Springer, Heidelberg (2000)
-
(2000)
LNCS
, vol.1857
, pp. 1-15
-
-
Dietterich, T.G.1
-
9
-
-
0041940256
-
Object class recognition by unsupervised scale-invariant learning
-
Fergus, R., Perona, P., Zisserman, A.: Object class recognition by unsupervised scale-invariant learning. In: CVPR (2003)
-
(2003)
CVPR
-
-
Fergus, R.1
Perona, P.2
Zisserman, A.3
-
10
-
-
33745938597
-
Discovering objects and their location in images
-
Sivic, J., Russell, B.C., Efros, A.A., Zisserman, A., Freeman, W.T.: Discovering objects and their location in images. In: ICCV (2005)
-
(2005)
ICCV
-
-
Sivic, J.1
Russell, B.C.2
Efros, A.A.3
Zisserman, A.4
Freeman, W.T.5
-
11
-
-
51949094562
-
Unsupervised discovery of visual object class hierarchies
-
Sivic, J., Russell, B.C., Zisserman, A., Freeman, W.T., Efros, A.A.: Unsupervised discovery of visual object class hierarchies. In: CVPR (2008)
-
(2008)
CVPR
-
-
Sivic, J.1
Russell, B.C.2
Zisserman, A.3
Freeman, W.T.4
Efros, A.A.5
-
12
-
-
77956003388
-
Discovering scene categories by information projection and cluster sampling
-
Dai, D., Wu, T., Zhu, S.C.: Discovering scene categories by information projection and cluster sampling. In: CVPR (2010)
-
(2010)
CVPR
-
-
Dai, D.1
Wu, T.2
Zhu, S.C.3
-
13
-
-
50649119439
-
Non-metric affinity propagation for unsupervised image categorization
-
Dueck, D., Frey, B.J.: Non-metric affinity propagation for unsupervised image categorization. In: ICCV (2007)
-
(2007)
ICCV
-
-
Dueck, D.1
Frey, B.J.2
-
14
-
-
33847172327
-
Clustering by passing messages between data points
-
Frey, B.J., Dueck, D.: Clustering by passing messages between data points. Science 315, 972-976 (2007)
-
(2007)
Science
, vol.315
, pp. 972-976
-
-
Frey, B.J.1
Dueck, D.2
-
15
-
-
33845575890
-
Unsupervised learning of categories from sets of partially matching image features
-
Grauman, K., Darrell, T.: Unsupervised learning of categories from sets of partially matching image features. In: CVPR (2006)
-
(2006)
CVPR
-
-
Grauman, K.1
Darrell, T.2
-
16
-
-
77951296653
-
Unsupervised object discovery: A comparison
-
Tuytelaars, T., Lampert, C.H., Blaschko, M.B., Buntine, W.: Unsupervised object discovery: A comparison. IJCV 88, 284-302 (2009)
-
(2009)
IJCV
, vol.88
, pp. 284-302
-
-
Tuytelaars, T.1
Lampert, C.H.2
Blaschko, M.B.3
Buntine, W.4
-
17
-
-
85161986160
-
Discriminative clustering by regularized information maximization
-
Gomes, R., Krause, A., Perona, P.: Discriminative clustering by regularized information maximization. In: NIPS (2010)
-
(2010)
NIPS
-
-
Gomes, R.1
Krause, A.2
Perona, P.3
-
18
-
-
80052880043
-
Learning the easy things first: Self-paced visual category discovery
-
Lee, Y.J., Grauman, K.: Learning the easy things first: Self-paced visual category discovery. In: CVPR (2011)
-
(2011)
CVPR
-
-
Lee, Y.J.1
Grauman, K.2
-
19
-
-
71149116544
-
Curriculum learning
-
Bengio, Y., Louradour, J., Collobert, R., Weston, J.: Curriculum learning. In: ICML (2009)
-
(2009)
ICML
-
-
Bengio, Y.1
Louradour, J.2
Collobert, R.3
Weston, J.4
-
20
-
-
0034164230
-
Additive Logistic Regression: A Statistical View of Boosting
-
Friedman, J., Hastie, T., Tibshirani, R.: Additive Logistic Regression: a Statistical View of Boosting. The Annals of Statistics 28, 337-407 (2000)
-
(2000)
The Annals of Statistics
, vol.28
, pp. 337-407
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
21
-
-
0030211964
-
Bagging predictors
-
Breiman, L.: Bagging predictors. ML 24, 123-140 (1996)
-
(1996)
ML
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
22
-
-
0035478854
-
Random forest
-
Breiman, L.: Random forest. ML 45, 5-32 (2001)
-
(2001)
ML
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
24
-
-
84904856607
-
Clustering in a boosting framework
-
Saffari, A., Bischof, H.: Clustering in a boosting framework. In: CVWW (2007)
-
(2007)
CVWW
-
-
Saffari, A.1
Bischof, H.2
-
25
-
-
0035328421
-
Modeling the shape of the scene: A holistic representation of the spatial envelope
-
Oliva, A., Torralba, A.: Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV 41, 145-175 (2001)
-
(2001)
IJCV
, vol.41
, pp. 145-175
-
-
Oliva, A.1
Torralba, A.2
-
26
-
-
0036647193
-
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
-
Ojala, T., Pietikinen, M., Menp, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. PAMI 24, 971-987 (2002)
-
(2002)
PAMI
, vol.24
, pp. 971-987
-
-
Ojala, T.1
Pietikinen, M.2
Menp, T.3
-
27
-
-
84944038341
-
On Clustering Using Random Walks
-
Hariharan, R., Mukund, M., Vinay, V. (eds.) FSTTCS 2001. Springer, Heidelberg
-
Harel, D., Koren, Y.: On Clustering Using Random Walks. In: Hariharan, R., Mukund, M., Vinay, V. (eds.) FSTTCS 2001. LNCS, vol. 2245, pp. 18-41. Springer, Heidelberg (2001)
-
(2001)
LNCS
, vol.2245
, pp. 18-41
-
-
Harel, D.1
Koren, Y.2
-
28
-
-
84863411575
-
Ensemble of exemplar-svms for object detection and beyond
-
Malisiewicz, T., Gupta, A., Efros, A.A.: Ensemble of exemplar-svms for object detection and beyond. In: ICCV (2011)
-
(2011)
ICCV
-
-
Malisiewicz, T.1
Gupta, A.2
Efros, A.A.3
-
29
-
-
33745118277
-
Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories
-
Fei-Fei, L., Fergus, R., Perona, P.: Learning generative visual models from few training examples: an incremental Bayesian approach tested on 101 object categories. In: WGMBV (2004)
-
(2004)
WGMBV
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
30
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV 60, 91-110 (2004)
-
(2004)
IJCV
, vol.60
, pp. 91-110
-
-
Lowe, D.G.1
-
31
-
-
33644783522
-
Self-tuning spectral clustering
-
Zelnik-Manor, L., Perona, P.: Self-tuning spectral clustering. In: NIPS (2004)
-
(2004)
NIPS
-
-
Zelnik-Manor, L.1
Perona, P.2
|