-
1
-
-
0038166193
-
Database-friendly random projections: Johnson-Lindenstrauss with binary coins
-
D. Achlioptas. Database-friendly random projections: Johnson- Lindenstrauss with binary coins. Journal of Computer and System Sciences, 66, 2003.
-
(2003)
Journal of Computer and System Sciences
, vol.66
-
-
Achlioptas, D.1
-
3
-
-
84862077528
-
-
L. Bottou. SGD. http://leon. bottou.org/projects/sgd.
-
SGD
-
-
Bottou, L.1
-
5
-
-
77955994559
-
Transform coding for fast approximate nearest neighbor search in high dimensions
-
J. Brandt. Transform coding for fast approximate nearest neighbor search in high dimensions. In CVPR, 2010.
-
(2010)
CVPR
-
-
Brandt, J.1
-
6
-
-
80052876786
-
What does classifying more than 10, 000 image categories tell us?
-
J. Deng, A. Berg, K. Li, and L. Fei-Fei. What does classifying more than 10, 000 image categories tell us? In ECCV, 2010.
-
(2010)
ECCV
-
-
Deng, J.1
Berg, A.2
Li, K.3
Fei-Fei, L.4
-
7
-
-
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 CVPR, 2009.
-
(2009)
CVPR
-
-
Deng, J.1
Dong, W.2
Socher, R.3
Li, L.-J.4
Li, K.5
Fei-Fei, L.6
-
10
-
-
84907508295
-
Image classification using Gaussian mixture and local coordinate coding
-
Y. Gong, T. Huang, F. Lv, J. Wang, C. Wu, W Xu, J. Yang, K. Yu, T. Zhang, and X. Zhou. Image classification using Gaussian mixture and local coordinate coding. PASCAL VOC 2009 workshop, http://pascallin. ecs.soton. ac.uk/challenges/VOC/voc2009/workshop/yu.pdf, 2009.
-
(2009)
PASCAL VOC 2009 Workshop
-
-
Gong, Y.1
Huang, T.2
Lv, F.3
Wang, J.4
Wu, C.5
Xu, W.6
Yang, J.7
Yu, K.8
Zhang, T.9
Zhou, X.10
-
13
-
-
78649317568
-
Product quantization for nearest neighbor search
-
H. Jegou, M. Douze, and C. Schmid. Product quantization for nearest neighbor search. IEEE Trans, on PAMI, 33(1), 2011.
-
(2011)
IEEE Trans, on PAMI
, vol.33
, Issue.1
-
-
Jegou, H.1
Douze, M.2
Schmid, C.3
-
14
-
-
77956004473
-
Aggregating local descriptors into a compact image representation
-
H. Jegou, M. Douze, C. Schmid, and P. Perez. Aggregating local descriptors into a compact image representation. In CVPR, 2010.
-
(2010)
CVPR
-
-
Jegou, H.1
Douze, M.2
Schmid, C.3
Perez, P.4
-
15
-
-
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
-
16
-
-
77953228638
-
Landmark classification in large-scale image collections
-
Y. Li, D. Crandall, and D. Huttenlocher. Landmark classification in large-scale image collections. In ICCV, 2009.
-
(2009)
ICCV
-
-
Li, Y.1
Crandall, D.2
Huttenlocher, D.3
-
17
-
-
51949106482
-
A similarity measure between unordered vector sets with application to image categorization
-
Y Liu and F. Perronnin. A similarity measure between unordered vector sets with application to image categorization. In CVPR, 2008.
-
(2008)
CVPR
-
-
Liu, Y.1
Perronnin, F.2
-
18
-
-
77953184603
-
Max-margin additive classifiers for detection
-
S. Maji and A. Berg. Max-margin additive classifiers for detection. In ICCV, 2009.
-
(2009)
ICCV
-
-
Maji, S.1
Berg, A.2
-
19
-
-
51949098112
-
Classification using intersection kernel support vector machines is efficient
-
S. Maji, A. Berg, and J. Malik. Classification using intersection kernel support vector machines is efficient. In CVPR, 2008.
-
(2008)
CVPR
-
-
Maji, S.1
Berg, A.2
Malik, J.3
-
20
-
-
34948815101
-
Fisher kernels on visual vocabularies for image categorization
-
F. Perronnin and C. Dance. Fisher kernels on visual vocabularies for image categorization. In CVPR, 2007.
-
(2007)
CVPR
-
-
Perronnin, F.1
Dance, C.2
-
21
-
-
77956008923
-
Large-scale image categorization with explicit data embedding
-
F. Perronnin, J. Sanchez, and Y Liu. Large-scale image categorization with explicit data embedding. In CVPR, 2010.
-
(2010)
CVPR
-
-
Perronnin, F.1
Sanchez, J.2
Liu, Y.3
-
22
-
-
79959771606
-
Improving the Fisher kernel for large-scale image classification
-
F. Perronnin, J. Sanchez, and T. Mensink. Improving the Fisher kernel for large-scale image classification. In ECCV, 2010.
-
(2010)
ECCV
-
-
Perronnin, F.1
Sanchez, J.2
Mensink, T.3
-
23
-
-
79954525255
-
Locality-sensitive binary codes from shift-invariant kernels
-
M. Raginsky and S. Lazebnik. Locality-sensitive binary codes from shift-invariant kernels. In NIPS, 2009.
-
(2009)
NIPS
-
-
Raginsky, M.1
Lazebnik, S.2
-
25
-
-
77956008921
-
Rapid face recognition using hashing
-
Q. Shi and H. Li. Rapid face recognition using hashing. In CVPR, 2010.
-
(2010)
CVPR
-
-
Shi, Q.1
Li, H.2
-
26
-
-
78349276016
-
Hash kernels
-
Q. Shi, J. Petterson, G. Dror, J. Langford, A. Smola, A. Strehl, and V. Vishwanathan. Hash kernels. In AISTATS, 2009.
-
(2009)
AISTATS
-
-
Shi, Q.1
Petterson, J.2
Dror, G.3
Langford, J.4
Smola, A.5
Strehl, A.6
Vishwanathan, V.7
-
27
-
-
51949119257
-
Small codes and large image databases for recognition
-
A. Torralba, R. Fergus, and Y Weiss. Small codes and large image databases for recognition. In CVPR, 2008.
-
(2008)
CVPR
-
-
Torralba, A.1
Fergus, R.2
Weiss, Y.3
-
28
-
-
80052896768
-
Efficient object category recognition using classemes
-
L. Torresani, M. Szummer, and A. Fitzgibbon. Efficient object category recognition using classemes. In ECCV, 2010.
-
(2010)
ECCV
-
-
Torresani, L.1
Szummer, M.2
Fitzgibbon, A.3
-
29
-
-
77955426203
-
Evaluating color descriptors for object and scene recognition
-
K. van de Sande, T. Gevers, and C. Snoek. Evaluating color descriptors for object and scene recognition. IEEE PAMI, 32(9), 2010.
-
(2010)
IEEE PAMI
, vol.32
, Issue.9
-
-
Van De Sande, K.1
Gevers, T.2
Snoek, C.3
-
30
-
-
77955989063
-
Efficient additive kernels via explicit feature maps
-
A. Vedaldi and A. Zisserman. Efficient additive kernels via explicit feature maps. In CVPR, 2010.
-
(2010)
CVPR
-
-
Vedaldi, A.1
Zisserman, A.2
-
31
-
-
77953194802
-
Learning image similarity from Flickr groups using stochastic intersection kernel machines
-
G. Wang, D. Hoiem, and D. Forsyth. Learning image similarity from Flickr groups using stochastic intersection kernel machines. In ICCV, 2009.
-
(2009)
ICCV
-
-
Wang, G.1
Hoiem, D.2
Forsyth, D.3
-
32
-
-
77955996870
-
Localityconstrained linear coding for image classification
-
J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Localityconstrained linear coding for image classification. In CVPR, 2010.
-
(2010)
CVPR
-
-
Wang, J.1
Yang, J.2
Yu, K.3
Lv, F.4
Huang, T.5
Gong, Y.6
-
33
-
-
71149087699
-
Feature hashing for large scale multitask learning
-
K. Weinberger, A. Dasgupta, J. Langford, A. Smola, and J. Attenberg. Feature hashing for large scale multitask learning. In ICML, 2009.
-
(2009)
ICML
-
-
Weinberger, K.1
Dasgupta, A.2
Langford, J.3
Smola, A.4
Attenberg, J.5
-
34
-
-
78649359388
-
Spectral hashing
-
Y Weiss, A. Torralba, and R. Fergus. Spectral hashing. In NIPS, 2008. http://www.cs.huji.ac.iiryweiss/SpectralHashing/.
-
(2008)
NIPS
-
-
Weiss, Y.1
Torralba, A.2
Fergus, R.3
-
35
-
-
51949114851
-
Regression from patch-kernel
-
S. Yan, X. Zhou, M. Liu, M. Hasegawa-Johnson, and T. Huang. Regression from patch-kernel. In CVPR, 2008.
-
(2008)
CVPR
-
-
Yan, S.1
Zhou, X.2
Liu, M.3
Hasegawa-Johnson, M.4
Huang, T.5
-
36
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, 2009.
-
(2009)
CVPR
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
37
-
-
80052906448
-
Efficient highly over-complete sparse coding using a mixture model
-
J. Yang, K. Yu, and T. Huang. Efficient highly over-complete sparse coding using a mixture model. In ECCV, 2010.
-
(2010)
ECCV
-
-
Yang, J.1
Yu, K.2
Huang, T.3
-
38
-
-
33846580425
-
Local features and kernels for classification of texture and object categories: A comprehensive study
-
J. Zhang, M. Marszalek, S. Lazebnik, and C. Schmid. Local features and kernels for classification of texture and object categories: a comprehensive study. IJCV, 73(2), 2007.
-
(2007)
IJCV
, vol.73
, Issue.2
-
-
Zhang, J.1
Marszalek, M.2
Lazebnik, S.3
Schmid, C.4
-
39
-
-
80052886214
-
Image classification using super-vector coding of local image descriptors
-
Z. Zhou, K. Yu, T. Zhang, and T. Huang. Image classification using super-vector coding of local image descriptors. In ECCV, 2010.
-
(2010)
ECCV
-
-
Zhou, Z.1
Yu, K.2
Zhang, T.3
Huang, T.4
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