-
2
-
-
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 Proc. CVPR Workshop Generative-Model Based Vis., 2004, p. 178.
-
(2004)
Proc. CVPR Workshop Generative-Model Based Vis.
, pp. 178
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
3
-
-
34547172608
-
The challenge problem for automated detection of 101 semantic concepts in multimedia
-
Oct.
-
C. G. M. Snoek, M.Worring, J. C. van Gemert, J.-M. Geusebroek, and A. W.M. Smeulders, "The challenge problem for automated detection of 101 semantic concepts in multimedia," in Proc. ACM Int. Conf.Multimedia, Oct. 2006, pp. 421-430.
-
(2006)
Proc. ACM Int. Conf.Multimedia
, pp. 421-430
-
-
Snoek, C.G.M.1
Worring, M.2
Van Gemert, J.C.3
Geusebroek, J.-M.4
Smeulders, A.W.M.5
-
4
-
-
77951298115
-
-
Jun.
-
M. Everingham, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman, The PASCAL visual object classes (VOC) challenge, vol. 88, no. 2, pp. 303-338, Jun. 2010.
-
(2010)
The PASCAL Visual Object Classes (VOC) Challenge
, vol.88
, Issue.2
, pp. 303-338
-
-
Everingham, M.1
Van Gool, L.2
Williams, C.K.I.3
Winn, J.4
Zisserman, A.5
-
5
-
-
40849134401
-
Integrating concept ontology and multitask learning to achieve more effective classifier training for multilevel image annotation
-
Mar.
-
J. Fan, Y. Gao, and H. Luo, "Integrating concept ontology and multitask learning to achieve more effective classifier training for multilevel image annotation," IEEE Trans. Image Process., vol. 17, no. 3, pp. 407-426, Mar. 2008.
-
(2008)
IEEE Trans. Image Process.
, vol.17
, Issue.3
, pp. 407-426
-
-
Fan, J.1
Gao, Y.2
Luo, H.3
-
6
-
-
72949121298
-
Representations of keypoint-based semantic concept detection: A comprehensive study
-
Jan.
-
Y.-G. Jiang, J. Yang, C.-W. Ngo, and A. G. Hauptmann, "Representations of keypoint-based semantic concept detection: A comprehensive study," IEEE Trans. Multimedia, vol. 12, no. 1, pp. 42-53, Jan. 2010.
-
(2010)
IEEE Trans. Multimedia
, vol.12
, Issue.1
, pp. 42-53
-
-
Jiang, Y.-G.1
Yang, J.2
Ngo, C.-W.3
Hauptmann, A.G.4
-
7
-
-
79957531535
-
Contextual kernel and spectral methods for learning the semantics of images
-
Jun.
-
Z. Lu, H. Ip, and Y. Peng, "Contextual kernel and spectral methods for learning the semantics of images," IEEE Trans. Image Process., vol. 20, no. 6, pp. 1739-1750, Jun. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.6
, pp. 1739-1750
-
-
Lu, Z.1
Ip, H.2
Peng, Y.3
-
8
-
-
34547469390
-
Can high-level concepts fill the semantic gap in video retrieval? A case study with broadcast news
-
Aug.
-
A. Hauptmann, R. Yan, W.-H. Lin, M. Christel, and H. Wactlar, "Can high-level concepts fill the semantic gap in video retrieval? A case study with broadcast news," IEEE Trans. Multimedia, vol. 9, no. 5, pp. 958-966, Aug. 2007.
-
(2007)
IEEE Trans. Multimedia
, vol.9
, Issue.5
, pp. 958-966
-
-
Hauptmann, A.1
Yan, R.2
Lin, W.-H.3
Christel, M.4
Wactlar, H.5
-
9
-
-
33745855044
-
The pyramid match kernel: Discriminative classification with sets of image features
-
K. Grauman and T. Darrell, "The pyramid match kernel: Discriminative classification with sets of image features," in Proc. IEEE Int. Conf. Comput. Vis., 2005, pp. 1458-1465.
-
(2005)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 1458-1465
-
-
Grauman, K.1
Darrell, T.2
-
10
-
-
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 Conf. Comput. Vis. Pattern Recognit., 2006, pp. 2169-2178.
-
(2006)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
11
-
-
50649096757
-
Objects in context
-
A. Rabinovich, A. Vedaldi, C. Galleguillos, E. Wiewiora, and S. Belongie, "Objects in context," in Proc. IEEE Int. Conf. Comput. Vis., 2007, pp. 1-8.
-
(2007)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 1-8
-
-
Rabinovich, A.1
Vedaldi, A.2
Galleguillos, C.3
Wiewiora, E.4
Belongie, S.5
-
12
-
-
37849015906
-
Correlative multi-label video annotation
-
G. J. Qi, X. S. Hua, Y. Rui, J. Tang, T. Mei, and H. J. Zhang, "Correlative multi-label video annotation," in Proc. ACM Multimedia, 2007, pp. 17-26.
-
(2007)
Proc. ACM Multimedia
, pp. 17-26
-
-
Qi, G.J.1
Hua, X.S.2
Rui, Y.3
Tang, J.4
Mei, T.5
Zhang, H.J.6
-
13
-
-
0035328421
-
Modeling the shape of the scene: A holistic representation of the spatial envelope
-
May/Jun.
-
A. Oliva and A. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int. J. Comput. Vis., vol. 42, no. 3, pp. 145-175, May/Jun. 2001.
-
(2001)
Int. J. Comput. Vis.
, vol.42
, Issue.3
, pp. 145-175
-
-
Oliva, A.1
Torralba, A.2
-
14
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
Nov.
-
D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
-
(2004)
Int. J. Comput. Vis.
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.1
-
16
-
-
84863401481
-
Nonlinear learning using local coordinate coding
-
K. Yu, T. Zhang, and Y. Gong, "Nonlinear learning using local coordinate coding," in Proc. Adv. Neural Inf. Process. Syst., 2009, pp. 2223-2231.
-
(2009)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 2223-2231
-
-
Yu, K.1
Zhang, T.2
Gong, Y.3
-
18
-
-
50649115912
-
Learning the discriminative power-invariance trade-off
-
M. Varma and D. Ray, "Learning the discriminative power-invariance trade-off," in Proc. IEEE Int. Conf. Comput. Vis., 2007, pp. 1-8.
-
(2007)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 1-8
-
-
Varma, M.1
Ray, D.2
-
19
-
-
77953184874
-
Heterogeneous feature machines for visual recognition
-
L. Cao, J. Luo, F. Liang, and T. Huang, "Heterogeneous feature machines for visual recognition," in Proc. IEEE Int. Conf. Comput. Vis., 2009, pp. 1095-1102.
-
(2009)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 1095-1102
-
-
Cao, L.1
Luo, J.2
Liang, F.3
Huang, T.4
-
20
-
-
0037500818
-
Contextual priming for object detection
-
Jul.
-
A. Torralba, "Contextual priming for object detection," Int. J. Comput. Vis., vol. 53, no. 2, pp. 169-191, Jul. 2003.
-
(2003)
Int. J. Comput. Vis.
, vol.53
, Issue.2
, pp. 169-191
-
-
Torralba, A.1
-
21
-
-
24644462948
-
Using the forest to see the tree: A graphical model relating features, objects and the scenes
-
K.Murphy, A. Torralba, and W. Freeman, "Using the forest to see the tree: A graphical model relating features, objects and the scenes," Adv. Neural Inf. Process. Syst., pp. 1-8, 2003.
-
(2003)
Adv. Neural Inf. Process. Syst.
, pp. 1-8
-
-
Murphy, K.1
Torralba, A.2
Freeman, W.3
-
22
-
-
58149151266
-
Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling appearance, shape and context
-
Jan.
-
J. Shotton, J. Winn, C. Rother, and A. Criminisi, "Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling appearance, shape and context," Int. J. Comput. Vis., vol. 81, no. 1, pp. 2-23, Jan. 2009.
-
(2009)
Int. J. Comput. Vis.
, vol.81
, Issue.1
, pp. 2-23
-
-
Shotton, J.1
Winn, J.2
Rother, C.3
Criminisi, A.4
-
23
-
-
0344120278
-
Context-based vision system for place and object recognition
-
A. Torralba, K. Murphy, W. Freeman, and M. Rubin, "Context-based vision system for place and object recognition," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2003, pp. 273-280.
-
(2003)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 273-280
-
-
Torralba, A.1
Murphy, K.2
Freeman, W.3
Rubin, M.4
-
24
-
-
33744510605
-
A critical view of context
-
Aug.
-
L. Wolf and S. Bileschi, "A critical view of context," Int. J. Comput. Vis., vol. 69, no. 2, pp. 251-261, Aug. 2006.
-
(2006)
Int. J. Comput. Vis.
, vol.69
, Issue.2
, pp. 251-261
-
-
Wolf, L.1
Bileschi, S.2
-
25
-
-
35048818469
-
A statistical model for general contextual object recognition
-
P. Carbonetto, N. de Freitas, O. de Freitas, and K. Barnard, "A statistical model for general contextual object recognition," in Proc. Eur. Conf. Comput. Vis., 2004, pp. 350-362.
-
(2004)
Proc. Eur. Conf. Comput. Vis.
, pp. 350-362
-
-
Carbonetto, P.1
De Freitas, N.2
De Freitas, O.3
Barnard, K.4
-
26
-
-
84858736606
-
Beyond categories:The visualmemex model for reasoning about object relationships
-
T.Malisiewicz andA. A. Efros, "Beyond categories:The visualmemex model for reasoning about object relationships," in Proc. Adv. Neural Inf. Process. Syst., 2009, pp. 1222-1230.
-
(2009)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 1222-1230
-
-
Malisiewicz, T.1
Efros, A.A.2
-
27
-
-
51949110976
-
Object categorization using co-occurrence, location and appearance
-
C. Galleguillos, A. Rabinovich, and S. Belongie, "Object categorization using co-occurrence, location and appearance," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2008, pp. 1-8.
-
(2008)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 1-8
-
-
Galleguillos, C.1
Rabinovich, A.2
Belongie, S.3
-
29
-
-
77953228080
-
Context by region ancestry
-
J. J. Lim, P. Arbeláez, C. Gu, and J. Malik, "Context by region ancestry," in Proc. IEEE Int. Conf. Comput. Vis., 2009, pp. 1978-1985.
-
(2009)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 1978-1985
-
-
Lim, J.J.1
Arbeláez, P.2
Gu, C.3
Malik, J.4
-
30
-
-
78149322307
-
Joint people, event, and location recognition in personal photo collections using cross-domain context
-
D. Lin, A. Kapoor, G. Hua, and S. Baker, "Joint people, event, and location recognition in personal photo collections using cross-domain context," in Proc. Eur. Conf. Comput. Vis., 2010, pp. 243-256.
-
(2010)
Proc. Eur. Conf. Comput. Vis.
, pp. 243-256
-
-
Lin, D.1
Kapoor, A.2
Hua, G.3
Baker, S.4
-
32
-
-
64049112584
-
Correlative linear neighborhood propagation for video annotation
-
Apr.
-
J. Tang, X.-S. Hua, M.Wang, Z. Gu, G.-J. Qi, and X.Wu, "Correlative linear neighborhood propagation for video annotation," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 2, pp. 409-416, Apr. 2009.
-
(2009)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.39
, Issue.2
, pp. 409-416
-
-
Tang, J.1
Hua, X.-S.2
Wang, M.3
Gu, Z.4
Qi, G.-J.5
Wu, X.6
-
33
-
-
68349090135
-
Multi-cue fusion for semantic video indexing
-
M.-F. Weng and Y.-Y. Chuang, "Multi-cue fusion for semantic video indexing," in Proc. ACM Multimedia, 2008, pp. 71-80.
-
(2008)
Proc. ACM Multimedia
, pp. 71-80
-
-
Weng, M.-F.1
Chuang, Y.-Y.2
-
34
-
-
34547507625
-
Context-based concept fusion with boosted conditional random fields
-
W. Jiang, S. F. Chang, and A. Loui, "Context-based concept fusion with boosted conditional random fields," in Proc. ICASSP, 2007, pp. I-949-I-952.
-
(2007)
Proc. ICASSP
-
-
Jiang, W.1
Chang, S.F.2
Loui, A.3
-
35
-
-
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 Recognit., 2011, pp. 1585-1592.
-
(2011)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 1585-1592
-
-
Song, Z.1
Chen, Q.2
Huang, Z.3
Hua, Y.4
Yan, S.5
-
36
-
-
77953220568
-
Domain adaptive semantic diffusion for large scale context-based video annotation
-
Y.-G. Jiang, J. Wang, S.-F. Chang, and C.-W. Ngo, "Domain adaptive semantic diffusion for large scale context-based video annotation," in Proc. IEEE Int. Conf. Comput. Vis., 2009, pp. 1420-1427.
-
(2009)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 1420-1427
-
-
Jiang, Y.-G.1
Wang, J.2
Chang, S.-F.3
Ngo, C.-W.4
-
37
-
-
0025465145
-
Scale-space and edge detection using anisotropic diffusion
-
Jul.
-
P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 7, pp. 629-639, Jul. 1990.
-
(1990)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.12
, Issue.7
, pp. 629-639
-
-
Perona, P.1
Malik, J.2
-
38
-
-
85006658860
-
Determination of optical flow and its discontinuities using nonlinear diffusion
-
M. Proesmans, L. J. van Gool, E. Pauwels, and A. Oosterlinck, "Determination of optical flow and its discontinuities using nonlinear diffusion," in Proc. Eur. Conf. Comput. Vis., 1994, pp. 295-304.
-
(1994)
Proc. Eur. Conf. Comput. Vis.
, pp. 295-304
-
-
Proesmans, M.1
Van Gool, L.J.2
Pauwels, E.3
Oosterlinck, A.4
-
39
-
-
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 Proc. Adv. Neural Inf. Process. Syst., 2004, pp. 321-328.
-
(2004)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 321-328
-
-
Zhou, D.1
Bousquet, O.2
Lal, T.3
Weston, J.4
Schölkopf, B.5
-
40
-
-
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 Proc. Int. Conf. Mach. Learn., 2003, pp. 912-919.
-
(2003)
Proc. Int. Conf. Mach. Learn.
, pp. 912-919
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.3
-
41
-
-
50949129496
-
Regularization on graphs with function-adapted diffusion processes
-
Jun.
-
A. D. Szlam, M. Maggioni, and R. R. Coifman, "Regularization on graphs with function-adapted diffusion processes," J. Mach. Learn. Res., vol. 9, pp. 1711-1739, Jun. 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1711-1739
-
-
Szlam, A.D.1
Maggioni, M.2
Coifman, R.R.3
-
42
-
-
74049158146
-
NUSWIDE: A real-world web image database from National University of Singapore
-
T.-S. Chua, J. Tang, R. Hong, H. Li, Z. Luo, and Y.-T. Zheng, "NUSWIDE: A real-world web image database from National University of Singapore," in Proc. ACM CIVR, 2009, pp. 1-9.
-
(2009)
Proc. ACM CIVR
, pp. 1-9
-
-
Chua, T.-S.1
Tang, J.2
Hong, R.3
Li, H.4
Luo, Z.5
Zheng, Y.-T.6
-
43
-
-
34547401486
-
Evaluation campaigns and TRECVID
-
A. F. Smeaton, P. Over, and W. Kraaij, "Evaluation campaigns and TRECVID," in Proc. ACM MIR, 2006, pp. 321-330.
-
(2006)
Proc. ACM MIR
, pp. 321-330
-
-
Smeaton, A.F.1
Over, P.2
Kraaij, W.3
-
44
-
-
33747626730
-
Large scale concept ontology for multimedia
-
Jul Sep.
-
M. Naphade, J. R. Smith, J. Tesic, S.-F. Chang, W. Hsu, L. Kennedy, A. Hauptmann, and J. Curtis, "Large scale concept ontology for multimedia," IEEE Multimedia, vol. 13, no. 3, pp. 86-91, Jul.-Sep. 2006.
-
(2006)
IEEE Multimedia
, vol.13
, Issue.3
, pp. 86-91
-
-
Naphade, M.1
Smith, J.R.2
Tesic, J.3
Chang, S.-F.4
Hsu, W.5
Kennedy, L.6
Hauptmann, A.7
Curtis, J.8
-
45
-
-
72249112719
-
-
Manhattan, NY, ADVENT Tech. Rep. 223-2008-1, Aug.
-
Y.-G. Jiang, A. Yanagawa, S.-F. Chang, and C.-W. Ngo, CU-VIREO374: Fusing Columbia374 and VIREO374 for large scale semantic concept detection Columbia Univ., Manhattan, NY, ADVENT Tech. Rep. 223-2008-1, Aug. 2008.
-
(2008)
CU-VIREO374: Fusing Columbia374 and VIREO374 for Large Scale Semantic Concept Detection Columbia Univ
-
-
Jiang, Y.-G.1
Yanagawa, A.2
Chang, S.-F.3
Ngo, C.-W.4
-
46
-
-
71149102018
-
Graph construction and b-matching for semi-supervised learning
-
T. Jebara, J. Wang, and S.-F. Chang, "Graph construction and b-matching for semi-supervised learning," in Proc. Int. Conf. Mach. Learn., 2009, pp. 441-448.
-
(2009)
Proc. Int. Conf. Mach. Learn.
, pp. 441-448
-
-
Jebara, T.1
Wang, J.2
Chang, S.-F.3
-
47
-
-
34547632535
-
Estimating average precision with incomplete and imperfect judgments
-
E. Yilmaz and J. A. Aslam, "Estimating average precision with incomplete and imperfect judgments," in Proc. ACM Int. Conf. Inf. Knowl. Manage., 2006, pp. 102-111.
-
(2006)
Proc. ACM Int. Conf. Inf. Knowl. Manage.
, pp. 102-111
-
-
Yilmaz, E.1
Aslam, J.A.2
-
48
-
-
46449086544
-
Improving semantic concept detection and retrieval using contextual estimates
-
Y. Aytar, O. B. Orhan, and M. Shah, "Improving semantic concept detection and retrieval using contextual estimates," in Proc. ICME, 2007, pp. 536-539.
-
(2007)
Proc. ICME
, pp. 536-539
-
-
Aytar, Y.1
Orhan, O.B.2
Shah, M.3
|