-
1
-
-
85198028989
-
ImageNet: A large-scale hierarchical image database
-
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei, "ImageNet: A large-scale hierarchical image database," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2009, pp. 248-255.
-
(2009)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 248-255
-
-
Deng, J.1
Dong, W.2
Socher, R.3
Li, L.-J.4
Li, K.5
Fei-Fei, L.6
-
2
-
-
80052885179
-
High-dimensional signature compression for large-scale image classification
-
J. Sánchez and F. Perronnin, "High-dimensional signature compression for large-scale image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2011, pp. 1665-1672.
-
(2011)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 1665-1672
-
-
Sánchez, J.1
Perronnin, F.2
-
3
-
-
34948904828
-
-
California Inst. of Technol., Pasadena, CA, USA, Tech. Rep. 7694
-
G. Griffin, A. Holub, and P. Perona, "Caltech-256 object category dataset," California Inst. of Technol., Pasadena, CA, USA, Tech. Rep. 7694, 2007.
-
(2007)
Caltech-256 Object Category Dataset
-
-
Griffin, G.1
Holub, A.2
Perona, P.3
-
5
-
-
85067032737
-
On feature combination for multiclass object classification
-
P. Gehler and S. Nowozin, "On feature combination for multiclass object classification," in Proc. IEEE Int. Conf. Comput. Vis., 2009, pp. 221-228.
-
(2009)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 221-228
-
-
Gehler, P.1
Nowozin, S.2
-
6
-
-
77953185711
-
Attribute and simile classifiers for face verification
-
N. Kumar, A. Berg, P. Belhumeur, and S. Nayar, "Attribute and simile classifiers for face verification," in Proc. IEEE Int. Conf. Comput. Vis., 2009, pp. 365-372.
-
(2009)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 365-372
-
-
Kumar, N.1
Berg, A.2
Belhumeur, P.3
Nayar, S.4
-
7
-
-
70450207704
-
Describing objects by their attributes
-
A. Farhadi, I. Endres, D. Hoiem, and D. Forsyth, "Describing objects by their attributes," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2009, pp. 1778-1785.
-
(2009)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 1778-1785
-
-
Farhadi, A.1
Endres, I.2
Hoiem, D.3
Forsyth, D.4
-
8
-
-
70450172710
-
Learning to detect unseen object classes by between-class attribute transfer
-
C. H. Lampert, H. Nickisch, and S. Harmeling, "Learning to detect unseen object classes by between-class attribute transfer," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2009, pp. 951-958.
-
(2009)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 951-958
-
-
Lampert, C.H.1
Nickisch, H.2
Harmeling, S.3
-
9
-
-
80052870284
-
Large-scale image classification: Fast feature extraction and SVM training
-
Y. Lin, F. Lv, S. Zhu, M. Yang, T. Cour, K. Yu, L. Cao, and T. S. Huang, "Large-scale image classification: Fast feature extraction and SVM training," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2011, pp. 1689-1696.
-
(2011)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 1689-1696
-
-
Lin, Y.1
Lv, F.2
Zhu, S.3
Yang, M.4
Cour, T.5
Yu, K.6
Cao, L.7
Huang, T.S.8
-
10
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
A. Krizhevsky, I. Sutskever, and G. E. Hinton, "Imagenet classification with deep convolutional neural networks," in Proc. Advances Neural Inf. Process. Syst., 2012, pp. 1106-1114.
-
(2012)
Proc. Advances Neural Inf. Process. Syst.
, pp. 1106-1114
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
12
-
-
84856194352
-
Efficient additive kernels via explicit feature maps
-
Mar.
-
A. Vedaldi and A. Zisserman, "Efficient additive kernels via explicit feature maps," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 3, pp. 480-492, Mar. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.3
, pp. 480-492
-
-
Vedaldi, A.1
Zisserman, A.2
-
13
-
-
84865584175
-
Aggregating local image descriptors into compact codes
-
Sep.
-
H. Jégou, F. Perronnin, M. Douze, J. Sánchez, P. Pérez, and C. Schmid, "Aggregating local image descriptors into compact codes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 9, pp. 1704-1716, Sep. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.9
, pp. 1704-1716
-
-
Jégou, H.1
Perronnin, F.2
Douze, M.3
Sánchez, J.4
Pérez, P.5
Schmid, C.6
-
14
-
-
77953194802
-
Learning image similarity from flickr using stochastic intersection kernel machines
-
G. Wang, D. Hoiem, and D. Forsyth, "Learning image similarity from flickr using stochastic intersection kernel machines," in Proc. IEEE 12th Int. Conf. Comput. Vis., 2009, pp. 428-435.
-
(2009)
Proc. IEEE 12th Int. Conf. Comput. Vis.
, pp. 428-435
-
-
Wang, G.1
Hoiem, D.2
Forsyth, D.3
-
15
-
-
78149355981
-
Efficient object category recognition using classemes
-
L. Torresani, M. Szummer, and A. Fitzgibbon, "Efficient object category recognition using classemes," in Proc. 11th Eur. Conf. Comput. Vis., 2010, pp. 776-789.
-
(2010)
Proc. 11th Eur. Conf. Comput. Vis.
, pp. 776-789
-
-
Torresani, L.1
Szummer, M.2
Fitzgibbon, A.3
-
16
-
-
80052910977
-
Hierarchical semantic indexing for large scale image retrieval
-
J. Deng, A. Berg, and F.-F. Li, "Hierarchical semantic indexing for large scale image retrieval," in Proc. IEEE 11th Conf. Comput. Vis. Pattern Recog., 2011, pp. 785-792.
-
(2011)
Proc. IEEE 11th Conf. Comput. Vis. Pattern Recog.
, pp. 785-792
-
-
Deng, J.1
Berg, A.2
Li, F.-F.3
-
17
-
-
85162513516
-
Object bank: A high-level image representation for scene classification & semantic feature sparsification
-
L. Li, H. Su, E. Xing, and L. Fei-Fei, "Object Bank: A high-level image representation for scene classification & semantic feature sparsification," in Proc. Adv. Neural Inf. Process. Syst., 2010, pp. 1378-1386.
-
(2010)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 1378-1386
-
-
Li, L.1
Su, H.2
Xing, E.3
Fei-Fei, L.4
-
18
-
-
85162311477
-
Picodes: Learning a compact code for novel-category recognition
-
A. Bergamo, L. Torresani, and A. Fitzgibbon, "Picodes: Learning a compact code for novel-category recognition," in Proc. Adv. Neural Inf. Process. Syst., 2011, pp. 2088-2096.
-
(2011)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 2088-2096
-
-
Bergamo, A.1
Torresani, L.2
Fitzgibbon, A.3
-
20
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
-
(2004)
Int. J. Comput. Vis.
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.1
-
21
-
-
33749236045
-
Building the GIST of a scene: The role of global image features in recognition
-
A. Oliva and A. Torralba, "Building the gist of a scene: The role of global image features in recognition," Vis. Perception, Progress Brain Res., vol. 155, pp. 23-36, 2006.
-
(2006)
Vis. Perception, Progress Brain Res.
, vol.155
, pp. 23-36
-
-
Oliva, A.1
Torralba, A.2
-
22
-
-
69349090197
-
Learning deep architectures for AI
-
Jan.
-
Y. Bengio, "Learning deep architectures for AI," Found. Trends Mach. Learn., vol. 2, no. 1, pp. 1-127, Jan. 2009.
-
(2009)
Found. Trends Mach. Learn.
, vol.2
, Issue.1
, pp. 1-127
-
-
Bengio, Y.1
-
23
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin, "LIBLINEAR: A library for large linear classification," J. Mach. Learn. Res., vol. 9, pp. 1871-1874, 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
24
-
-
85162050606
-
Label embedding trees for large multi-class tasks
-
S. Bengio, J. Weston, and D. Grangier, "Label embedding trees for large multi-class tasks," in Proc. Adv. Neural Inf. Process. Syst., 2010, pp. 163-171.
-
(2010)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 163-171
-
-
Bengio, S.1
Weston, J.2
Grangier, D.3
-
25
-
-
84856654322
-
Discriminative learning of relaxed hierarchy for large-scale visual recognition
-
T. Gao and D. Koller, "Discriminative learning of relaxed hierarchy for large-scale visual recognition," in Proc. IEEE Int. Conf. Comput. Vis., 2011, pp. 2072-2079.
-
(2011)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 2072-2079
-
-
Gao, T.1
Koller, D.2
-
26
-
-
85162353669
-
Fast and balanced: Efficient label tree learning for large scale object recognition
-
J. Deng, S. Satheesh, A. C. Berg, and F.-F. Li, "Fast and balanced: Efficient label tree learning for large scale object recognition," in Proc. Adv. Neural Inf. Process. Syst., 2011, pp. 567-575.
-
(2011)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 567-575
-
-
Deng, J.1
Satheesh, S.2
Berg, A.C.3
Li, F.-F.4
-
27
-
-
34548583274
-
A tutorial on spectral clustering
-
Dec.
-
U. von Luxburg, "A tutorial on spectral clustering," Statist. Comput., vol. 17, no. 4, pp. 395-416, Dec. 2007.
-
(2007)
Statist. Comput.
, vol.17
, Issue.4
, pp. 395-416
-
-
Von Luxburg, U.1
-
28
-
-
0041875229
-
On spectral clustering: Analysis and an algorithm
-
A. Y. Ng, M. I. Jordan, and Y. Weiss, "On spectral clustering: Analysis and an algorithm," in Proc. Adv. Neural Inf. Process. Syst., 2001, pp. 849-856.
-
(2001)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 849-856
-
-
Ng, A.Y.1
Jordan, M.I.2
Weiss, Y.3
-
29
-
-
0003243224
-
Probabilistic outputs for support vector machines, comparisons to regularized likelihood methods
-
Cambridge, MA, MIT Press
-
J. C. Platt, "Probabilistic outputs for support vector machines, comparisons to regularized likelihood methods" in Advances in Large Margin Classifiers. Cambridge, MA, MIT Press, 1999.
-
(1999)
Advances in Large Margin Classifiers
-
-
Platt, J.C.1
-
30
-
-
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 Proc. IEEE CS Conf. Comput. Vis. Pattern Recog., 2006, pp. 2169-2178.
-
(2006)
Proc. IEEE CS Conf. Comput. Vis. Pattern Recog.
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
31
-
-
84866688216
-
Measuring the objectness of image windows
-
Nov.
-
B. Alexe, T. Deselaers, and V. Ferrari, "Measuring the objectness of image windows," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 11, pp. 2189-2202, Nov. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.11
, pp. 2189-2202
-
-
Alexe, B.1
Deselaers, T.2
Ferrari, V.3
-
34
-
-
77955988947
-
Sun database: Large-scale scene recognition from Abbey to Zoo
-
J. Xiao, J. Hays, K. A. Ehinger, A. Oliva, and A. Torralba, "Sun database: Large-scale scene recognition from Abbey to Zoo," in Proc. IEEE 23rd Conf. Comput. Vis. Pattern Recog., 2010, pp. 3485-3492.
-
(2010)
Proc. IEEE 23rd Conf. Comput. Vis. Pattern Recog.
, pp. 3485-3492
-
-
Xiao, J.1
Hays, J.2
Ehinger, K.A.3
Oliva, A.4
Torralba, A.5
-
38
-
-
80052874105
-
Iterative quantization: A procrustean approach to learning binary codes
-
Y. Gong and S. Lazebnik, "Iterative quantization: A procrustean approach to learning binary codes," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2011, pp. 817-824.
-
(2011)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 817-824
-
-
Gong, Y.1
Lazebnik, S.2
-
39
-
-
77953202990
-
Combining efficient object localization and image classification
-
H. Harzallah, F. Jurie, and C. Schmid, "Combining efficient object localization and image classification," in Proc. IEEE 12th Int. Conf. Comput. Vis., 2009, pp. 237-244.
-
(2009)
Proc. IEEE 12th Int. Conf. Comput. Vis.
, pp. 237-244
-
-
Harzallah, H.1
Jurie, F.2
Schmid, C.3
-
40
-
-
80052891624
-
Contextualizing object detection and classification
-
Z. Song, Q. Chen, Z. Huang, Y. Hua, and S. Yan, "Contextualizing object detection and classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2011, pp. 1585-1592.
-
(2011)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 1585-1592
-
-
Song, Z.1
Chen, Q.2
Huang, Z.3
Hua, Y.4
Yan, S.5
-
41
-
-
84865212947
-
Compact and adaptive spatial pyramids for scene recognition
-
N. M. Elfiky, J. Gonzàlez, and F. X. Roca, "Compact and adaptive spatial pyramids for scene recognition," Image Vis. Comput., vol. 30, no. 8, pp. 492-500, 2012.
-
(2012)
Image Vis. Comput.
, vol.30
, Issue.8
, pp. 492-500
-
-
Elfiky, N.M.1
Gonzàlez, J.2
Roca, F.X.3
-
42
-
-
84929181842
-
-
[Online]
-
Lscom: Cyc ontology dated (2006-06-30) [Online]. Available: http://lastlaugh.inf.cs.cmu.edu/lscom/ontology/LSCOM- 20060630.txt, http://www.lscom.org/ontology/index.html.
-
Lscom: Cyc Ontology Dated (2006-06-30)
-
-
-
43
-
-
34948904828
-
-
Pasadena, California Inst. of Technol., Pasadena, CA, USA, Tech. Rep. 7694
-
G. Griffin, A. Holub, and P. Perona, "Caltech-256 object category dataset," Pasadena, California Inst. of Technol., Pasadena, CA, USA, Tech. Rep. 7694, 2007.
-
(2007)
Caltech-256 Object Category Dataset
-
-
Griffin, G.1
Holub, A.2
Perona, P.3
-
44
-
-
78149302207
-
What does classifying more than 10, 000 image categories tell us?
-
J. Deng, A.C. Berg, K. Li, and F.-F. Li, "What does classifying more than 10, 000 image categories tell us?" in Proc. Eur. Conf. Comput. Vis., 2010, pp. 71-84.
-
(2010)
Proc. Eur. Conf. Comput. Vis.
, pp. 71-84
-
-
Deng, J.1
Berg, A.C.2
Li, K.3
Li, F.-F.4
-
46
-
-
84856630078
-
Scalable object-class retrieval with approximate and top-k ranking
-
M. Rastegari, C. Fang, and L. Torresani, "Scalable object-class retrieval with approximate and top-k ranking," in Proc. IEEE Int. Conf. Comput. Vis., 2011, pp. 2659-2666.
-
(2011)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 2659-2666
-
-
Rastegari, M.1
Fang, C.2
Torresani, L.3
|