-
1
-
-
85014561619
-
A fast iterative shrinkage-thresholding algorithm for linear inverse problems
-
A. Beck and M. Teboulle. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences, 2(1):183-202, 2009.
-
(2009)
SIAM Journal on Imaging Sciences
, vol.2
, Issue.1
, pp. 183-202
-
-
Beck, A.1
Teboulle, M.2
-
3
-
-
80053139009
-
Smoothing proximal gradient method for general structured sparse learning
-
X. Chen, Q. Lin, S. Kim, J. G. Carbonell, and E. P. Xing. Smoothing proximal gradient method for general structured sparse learning. In UAI, pages 105-114, 2011.
-
(2011)
UAI
, pp. 105-114
-
-
Chen, X.1
Lin, Q.2
Kim, S.3
Carbonell, J.G.4
Xing, E.P.5
-
5
-
-
84937572644
-
Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary
-
P. Duygulu, K. Barnard, N. de Freitas, and D. Forsyth. Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary. In ECCV, pages 97-112, 2002.
-
(2002)
ECCV
, pp. 97-112
-
-
Duygulu, P.1
Barnard, K.2
De Freitas, N.3
Forsyth, D.4
-
6
-
-
77649188328
-
The segmented and annotated IAPR TC-12 benchmark
-
H. Escalante, C. Hernández, J. Gonzalez, A. López- López, M. Montes, E. Morales, L. Sucar, L. Villasenor, and M. Grubinger. The segmented and annotated IAPR TC-12 benchmark. Computer Vision and Image Understanding, 114(4):419-428, 2010.
-
(2010)
Computer Vision and Image Understanding
, vol.114
, Issue.4
, pp. 419-428
-
-
Escalante, H.1
Hernández, C.2
Gonzalez, J.3
López-López, A.4
Montes, M.5
Morales, E.6
Sucar, L.7
Villasenor, L.8
Grubinger, M.9
-
7
-
-
5044225521
-
Multiple Bernoulli relevance models for image and video annotation
-
S. Feng, R. Manmatha, and V. Lavrenko. Multiple Bernoulli relevance models for image and video annotation. In CVPR, volume 2, pages 1002-1009, 2004.
-
(2004)
CVPR
, vol.2
, pp. 1002-1009
-
-
Feng, S.1
Manmatha, R.2
Lavrenko, V.3
-
8
-
-
77955655063
-
Semi-supervised learning in gigantic image collections
-
R. Fergus, Y. Weiss, and A. Torralba. Semi-supervised learning in gigantic image collections. In NIPS 22, pages 522-530, 2010.
-
(2010)
NIPS
, vol.22
, pp. 522-530
-
-
Fergus, R.1
Weiss, Y.2
Torralba, A.3
-
9
-
-
80052898718
-
Multi-layer group sparse coding - For concurrent image classification and annotation
-
S. Gao, L.-T. Chia, and I.-H. Tsang. Multi-layer group sparse coding - for concurrent image classification and annotation. In CVPR, pages 2809 -2816, 2011.
-
(2011)
CVPR
, pp. 2809-2816
-
-
Gao, S.1
Chia, L.-T.2
Tsang, I.-H.3
-
10
-
-
77953202699
-
TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation
-
M. Guillaumin, T. Mensink, J. Verbeek, and C. Schmid. TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation. In ICCV, pages 309-316, 2009.
-
(2009)
ICCV
, pp. 309-316
-
-
Guillaumin, M.1
Mensink, T.2
Verbeek, J.3
Schmid, C.4
-
11
-
-
78049422927
-
Image annotation by sparse logistic regression
-
S. He and J. Jia. Image annotation by sparse logistic regression. In PCM, pages 22-30, 2010.
-
(2010)
PCM
, pp. 22-30
-
-
He, S.1
Jia, J.2
-
12
-
-
70450194789
-
Vocabulary hierarchy optimization for effective and transferable retrieval
-
R. Ji, X. Xie, H. Yao, and W.-Y. Ma. Vocabulary hierarchy optimization for effective and transferable retrieval. In CVPR, pages 1161-1168, 2009.
-
(2009)
CVPR
, pp. 1161-1168
-
-
Ji, R.1
Xie, X.2
Yao, H.3
Ma, W.-Y.4
-
13
-
-
33845583962
-
Correlated label propagation with application to multi-label learning
-
F. Kang, R. Jin, and R. Sukthankar. Correlated label propagation with application to multi-label learning. In CVPR, volume 2, pages 1719-1726, 2006.
-
(2006)
CVPR
, vol.2
, pp. 1719-1726
-
-
Kang, F.1
Jin, R.2
Sukthankar, R.3
-
14
-
-
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, pages 2169-2178, 2006.
-
(2006)
CVPR
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
15
-
-
53549116749
-
Image annotation via graph learning
-
J. Liu, M. Li, Q. Liu, H. Lu, and S. Ma. Image annotation via graph learning. Pattern Recognition, 42(2):218-228, 2009.
-
(2009)
Pattern Recognition
, vol.42
, Issue.2
, pp. 218-228
-
-
Liu, J.1
Li, M.2
Liu, Q.3
Lu, H.4
Ma, S.5
-
16
-
-
79957531535
-
Contextual kernel and spectral methods for learning the semantics of images
-
Z. Lu, H. Ip, and Y. Peng. Contextual kernel and spectral methods for learning the semantics of images. IEEE Trans. Image Processing, 20(6):1739-1750, 2011.
-
(2011)
IEEE Trans. Image Processing
, vol.20
, Issue.6
, pp. 1739-1750
-
-
Lu, Z.1
Ip, H.2
Peng, Y.3
-
17
-
-
84856661234
-
Spectral learning of latent semantics for action recognition
-
Z. Lu, Y. Peng, and H. Ip. Spectral learning of latent semantics for action recognition. In ICCV, pages 1503-1510, 2011.
-
(2011)
ICCV
, pp. 1503-1510
-
-
Lu, Z.1
Peng, Y.2
Ip, H.3
-
18
-
-
56749168888
-
A new baseline for image annotation
-
A. Makadia, V. Pavlovic, and S. Kumar. A new baseline for image annotation. In ECCV, pages 316-329, 2008.
-
(2008)
ECCV
, pp. 316-329
-
-
Makadia, A.1
Pavlovic, V.2
Kumar, S.3
-
19
-
-
77955997112
-
Online visual vocabulary pruning using pairwise constraints
-
P. Mallapragada, R. Jin, and A. Jain. Online visual vocabulary pruning using pairwise constraints. In CVPR, pages 3073-3080, 2010.
-
(2010)
CVPR
, pp. 3073-3080
-
-
Mallapragada, P.1
Jin, R.2
Jain, A.3
-
21
-
-
79952402835
-
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images
-
J. Tang, R. Hong, S. Yan, T.-S. Chua, G.-J. Qi, and R. Jain. Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. ACM Trans. Intelligent Systems and Technology, 2(2):14:1-14:15, 2011.
-
(2011)
ACM Trans. Intelligent Systems and Technology
, vol.2
, Issue.2
-
-
Tang, J.1
Hong, R.2
Yan, S.3
Chua, T.-S.4
Qi, G.-J.5
Jain, R.6
-
22
-
-
79952947989
-
Learning visual contexts for image annotation from Flickr groups
-
A. Ulges, M. Worring, and T. Breuel. Learning visual contexts for image annotation from Flickr groups. IEEE Trans. Multimedia, 13(2):330-341, 2011.
-
(2011)
IEEE Trans. Multimedia
, vol.13
, Issue.2
, pp. 330-341
-
-
Ulges, A.1
Worring, M.2
Breuel, T.3
-
23
-
-
34547216770
-
Image annotation refinement using random walk with restarts
-
C. Wang, F. Jing, L. Zhang, and H.-J. Zhang. Image annotation refinement using random walk with restarts. In ACM MM, pages 647-650, 2006.
-
(2006)
ACM MM
, pp. 647-650
-
-
Wang, C.1
Jing, F.2
Zhang, L.3
Zhang, H.-J.4
-
24
-
-
70450196280
-
Multi-label sparse coding for automatic image annotation
-
C. Wang, S. Yan, L. Zhang, and H.-J. Zhang. Multi-label sparse coding for automatic image annotation. In CVPR, pages 1643-1650, 2009.
-
(2009)
CVPR
, pp. 1643-1650
-
-
Wang, C.1
Yan, S.2
Zhang, L.3
Zhang, H.-J.4
-
25
-
-
61549128441
-
Robust face recognition via sparse representation
-
J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma. Robust face recognition via sparse representation. IEEE Trans. PAMI, 31(2):210-227, 2009.
-
(2009)
IEEE Trans. PAMI
, vol.31
, Issue.2
, pp. 210-227
-
-
Wright, J.1
Yang, A.2
Ganesh, A.3
Sastry, S.4
Ma, Y.5
-
26
-
-
78650979494
-
Multi-label boosting for image annotation by structural grouping sparsity
-
F. Wu, Y. Han, Q. Tian, and Y. Zhuang. Multi-label boosting for image annotation by structural grouping sparsity. In ACM MM, pages 15-24, 2010.
-
(2010)
ACM MM
, pp. 15-24
-
-
Wu, F.1
Han, Y.2
Tian, Q.3
Zhuang, Y.4
-
27
-
-
77953694643
-
Semantics-preserving bag-of-words models and applications
-
L. Wu, S. Hoi, and N. Yu. Semantics-preserving bag-of-words models and applications. IEEE Trans. Image Processing, 19(7):1908-1920, 2010.
-
(2010)
IEEE Trans. Image Processing
, vol.19
, Issue.7
, pp. 1908-1920
-
-
Wu, L.1
Hoi, S.2
Yu, N.3
-
28
-
-
70450161440
-
A revisit of generative model for automatic image annotation using Markov random fields
-
Y. Xiang, X. Zhou, T.-S. Chua, and C.-W. Ngo. A revisit of generative model for automatic image annotation using Markov random fields. In CVPR, pages 1153-1160, 2009.
-
(2009)
CVPR
, pp. 1153-1160
-
-
Xiang, Y.1
Zhou, X.2
Chua, T.-S.3
Ngo, C.-W.4
-
29
-
-
77955998281
-
Automatic image annotation using group sparsity
-
S. Zhang, J. Huang, Y. Huang, Y. Yu, H. Li, and D. Metaxas. Automatic image annotation using group sparsity. In CVPR, pages 3312 -3319, 2010.
-
(2010)
CVPR
, pp. 3312-3319
-
-
Zhang, S.1
Huang, J.2
Huang, Y.3
Yu, Y.4
Li, H.5
Metaxas, D.6
-
30
-
-
84899006908
-
Learning with local and global consistency
-
D. Zhou, O. Bousquet, T. Lal, J. Weston, and B. Schölkopf. Learning with local and global consistency. In NIPS 16, pages 321-328, 2004.
-
(2004)
NIPS
, vol.16
, pp. 321-328
-
-
Zhou, D.1
Bousquet, O.2
Lal, T.3
Weston, J.4
Schölkopf, B.5
-
31
-
-
1942484430
-
Semi-supervised learning using Gaussian fields and harmonic functions
-
X. Zhu, Z. Ghahramani, and J. Lafferty. Semi-supervised learning using Gaussian fields and harmonic functions. In ICML, pages 912-919, 2003.
-
(2003)
ICML
, pp. 912-919
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.3
|