-
1
-
-
84991702631
-
A survey on learning to hash
-
Wang, J., Zhang, T., Song, J., Sebe, N., Shen, H.T., A survey on learning to hash. CoRR, abs/1606.00185, 2016.
-
(2016)
CoRR
, vol.abs/1606.00185
-
-
Wang, J.1
Zhang, T.2
Song, J.3
Sebe, N.4
Shen, H.T.5
-
2
-
-
51949097915
-
Optimised kd-trees for fast image descriptor matching
-
Silpa-Anan, C., Hartley, R., Optimised kd-trees for fast image descriptor matching. CVPR, 2008, 1–8.
-
(2008)
CVPR
, pp. 1-8
-
-
Silpa-Anan, C.1
Hartley, R.2
-
3
-
-
70349675925
-
Fast approximate nearest neighbors with automatic algorithm configuration
-
Muja, M., Lowe, D.G., Fast approximate nearest neighbors with automatic algorithm configuration. VISAPP, 2009, 331–340.
-
(2009)
VISAPP
, pp. 331-340
-
-
Muja, M.1
Lowe, D.G.2
-
4
-
-
84891596743
-
Trinary-projection trees for approximate nearest neighbor search
-
Wang, J., Wang, N., Jia, Y., Li, J., Zeng, G., Zha, H., Hua, X., Trinary-projection trees for approximate nearest neighbor search. IEEE Trans. Pattern Anal. Mach. Intell. 36:2 (2014), 388–403.
-
(2014)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.36
, Issue.2
, pp. 388-403
-
-
Wang, J.1
Wang, N.2
Jia, Y.3
Li, J.4
Zeng, G.5
Zha, H.6
Hua, X.7
-
5
-
-
84858779327
-
Spectral hashing
-
Weiss, Y., Torralba, A., Fergus, R., Spectral hashing. NIPS, 2008, 1753–1760.
-
(2008)
NIPS
, pp. 1753-1760
-
-
Weiss, Y.1
Torralba, A.2
Fergus, R.3
-
6
-
-
84865410773
-
Semi-supervised hashing for large-scale search
-
Wang, J., Kumar, S., Chang, S., Semi-supervised hashing for large-scale search. IEEE Trans. Pattern Anal. Mach. Intell. 34:12 (2012), 2393–2406.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.12
, pp. 2393-2406
-
-
Wang, J.1
Kumar, S.2
Chang, S.3
-
7
-
-
84888343222
-
Effective multiple feature hashing for large-scale near-duplicate video retrieval
-
Song, J., Yang, Y., Huang, Z., Shen, H.T., Luo, J., Effective multiple feature hashing for large-scale near-duplicate video retrieval. IEEE Trans. Multimedia 15:8 (2013), 1997–2008.
-
(2013)
IEEE Trans. Multimedia
, vol.15
, Issue.8
, pp. 1997-2008
-
-
Song, J.1
Yang, Y.2
Huang, Z.3
Shen, H.T.4
Luo, J.5
-
8
-
-
84887359482
-
K-means hashing: an affinity-preserving quantization method for learning binary compact codes
-
He, K., Wen, F., Sun, J., K-means hashing: an affinity-preserving quantization method for learning binary compact codes. CVPR, 2013, 2938–2945.
-
(2013)
CVPR
, pp. 2938-2945
-
-
He, K.1
Wen, F.2
Sun, J.3
-
9
-
-
84887387629
-
Cartesian k-means
-
Norouzi, M., Fleet, D.J., Cartesian k-means. CVPR, 2013, 3017–3024.
-
(2013)
CVPR
, pp. 3017-3024
-
-
Norouzi, M.1
Fleet, D.J.2
-
10
-
-
84911393360
-
Fast supervised hashing with decision trees for high-dimensional data
-
Lin, G., Shen, C., Shi, Q., van den Hengel, A., Suter, D., Fast supervised hashing with decision trees for high-dimensional data. CVPR, 2014, 1971–1978.
-
(2014)
CVPR
, pp. 1971-1978
-
-
Lin, G.1
Shen, C.2
Shi, Q.3
van den Hengel, A.4
Suter, D.5
-
11
-
-
84941055050
-
Learning compact binary face descriptor for face recognition
-
Lu, J., Liong, V.E., Zhou, X., Zhou, J., Learning compact binary face descriptor for face recognition. IEEE Trans. Pattern Anal. Mach. Intell. 37:10 (2015), 2041–2056.
-
(2015)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.37
, Issue.10
, pp. 2041-2056
-
-
Lu, J.1
Liong, V.E.2
Zhou, X.3
Zhou, J.4
-
12
-
-
84952914675
-
Video anomaly detection based on locality sensitive hashing filters
-
Zhang, Y., Lu, H., Zhang, L., Ruan, X., Sakai, S., Video anomaly detection based on locality sensitive hashing filters. Pattern Recognit. 59 (2016), 302–311.
-
(2016)
Pattern Recognit.
, vol.59
, pp. 302-311
-
-
Zhang, Y.1
Lu, H.2
Zhang, L.3
Ruan, X.4
Sakai, S.5
-
13
-
-
84931577529
-
The ordinal relation preserving binary codes
-
Zhao, H., Wang, Z., Liu, P., The ordinal relation preserving binary codes. Pattern Recognit. 48:10 (2015), 3169–3179.
-
(2015)
Pattern Recognit.
, vol.48
, Issue.10
, pp. 3169-3179
-
-
Zhao, H.1
Wang, Z.2
Liu, P.3
-
14
-
-
84931562214
-
Learning predictable binary codes for face indexing
-
He, R., Cai, Y., Tan, T., Davis, L.S., Learning predictable binary codes for face indexing. Pattern Recognit. 48:10 (2015), 3160–3168.
-
(2015)
Pattern Recognit.
, vol.48
, Issue.10
, pp. 3160-3168
-
-
He, R.1
Cai, Y.2
Tan, T.3
Davis, L.S.4
-
15
-
-
84973885417
-
Simultaneous local binary feature learning and encoding for face recognition
-
Lu, J., Liong, V.E., Zhou, J., Simultaneous local binary feature learning and encoding for face recognition. ICCV, 2015, 3721–3729.
-
(2015)
ICCV
, pp. 3721-3729
-
-
Lu, J.1
Liong, V.E.2
Zhou, J.3
-
16
-
-
84903137922
-
Robust hashing with local models for approximate similarity search
-
Song, J., Yang, Y., Li, X., Huang, Z., Yang, Y., Robust hashing with local models for approximate similarity search. IEEE T. Cybern. 44:7 (2014), 1225–1236.
-
(2014)
IEEE T. Cybern.
, vol.44
, Issue.7
, pp. 1225-1236
-
-
Song, J.1
Yang, Y.2
Li, X.3
Huang, Z.4
Yang, Y.5
-
17
-
-
84880548516
-
Inter-media hashing for large-scale retrieval from heterogeneous data sources
-
Song, J., Yang, Y., Yang, Y., Huang, Z., Shen, H.T., Inter-media hashing for large-scale retrieval from heterogeneous data sources. SIGMOD, 2013, 785–796.
-
(2013)
SIGMOD
, pp. 785-796
-
-
Song, J.1
Yang, Y.2
Yang, Y.3
Huang, Z.4
Shen, H.T.5
-
18
-
-
84887418815
-
Linear cross-modal hashing for efficient multimedia search
-
Zhu, X., Huang, Z., Shen, H.T., Zhao, X., Linear cross-modal hashing for efficient multimedia search. ACM Multimedia, 2013, 143–152.
-
(2013)
ACM Multimedia
, pp. 143-152
-
-
Zhu, X.1
Huang, Z.2
Shen, H.T.3
Zhao, X.4
-
19
-
-
84994589377
-
Play and rewind: Optimizing binary representations of videos by self-supervised temporal hashing
-
Zhang, H., Wang, M., Hong, R., Chua, T., Play and rewind: Optimizing binary representations of videos by self-supervised temporal hashing. ACM Multimedia, 2016, 781–790.
-
(2016)
ACM Multimedia
, pp. 781-790
-
-
Zhang, H.1
Wang, M.2
Hong, R.3
Chua, T.4
-
20
-
-
84980322368
-
Discrete collaborative filtering
-
Zhang, H., Shen, F., Liu, W., He, X., Luan, H., Chua, T., Discrete collaborative filtering. SIGIR, 2016, 325–334.
-
(2016)
SIGIR
, pp. 325-334
-
-
Zhang, H.1
Shen, F.2
Liu, W.3
He, X.4
Luan, H.5
Chua, T.6
-
21
-
-
84905046755
-
A sparse embedding and least variance encoding approach to hashing
-
Zhu, X., Zhang, L., Huang, Z., A sparse embedding and least variance encoding approach to hashing. IEEE Trans. Image Process. 23:9 (2014), 3737–3750.
-
(2014)
IEEE Trans. Image Process.
, vol.23
, Issue.9
, pp. 3737-3750
-
-
Zhu, X.1
Zhang, L.2
Huang, Z.3
-
22
-
-
84962885565
-
Supervised hashing with pseudo labels for scalable multimedia retrieval
-
Song, J., Gao, L., Yan, Y., Zhang, D., Sebe, N., Supervised hashing with pseudo labels for scalable multimedia retrieval. ACM Multimedia, 2015, 827–830.
-
(2015)
ACM Multimedia
, pp. 827-830
-
-
Song, J.1
Gao, L.2
Yan, Y.3
Zhang, D.4
Sebe, N.5
-
23
-
-
84911430500
-
Collaborative hashing
-
Liu, X., He, J., Deng, C., Lang, B., Collaborative hashing. CVPR, 2014, 2147–2154.
-
(2014)
CVPR
, pp. 2147-2154
-
-
Liu, X.1
He, J.2
Deng, C.3
Lang, B.4
-
24
-
-
84858740468
-
Learning to hash with binary reconstructive embeddings
-
Kulis, B., Darrell, T., Learning to hash with binary reconstructive embeddings. NIPS, 2009, 1042–1050.
-
(2009)
NIPS
, pp. 1042-1050
-
-
Kulis, B.1
Darrell, T.2
-
25
-
-
80053457714
-
Minimal loss hashing for compact binary codes
-
Norouzi, M., Fleet, D.J., Minimal loss hashing for compact binary codes. ICML, 2011.
-
(2011)
ICML
-
-
Norouzi, M.1
Fleet, D.J.2
-
26
-
-
84951869843
-
Supervised discrete hashing
-
Shen, F., Shen, C., Liu, W., Shen, H.T., Supervised discrete hashing. CVPR, 2015, 37–45.
-
(2015)
CVPR
, pp. 37-45
-
-
Shen, F.1
Shen, C.2
Liu, W.3
Shen, H.T.4
-
27
-
-
84906335982
-
Graph cuts for supervised binary coding
-
Ge, T., He, K., Sun, J., Graph cuts for supervised binary coding. ECCV, 2014, 250–264.
-
(2014)
ECCV
, pp. 250-264
-
-
Ge, T.1
He, K.2
Sun, J.3
-
28
-
-
78649317568
-
Product quantization for nearest neighbor search
-
Jégou, H., Douze, M., Schmid, C., Product quantization for nearest neighbor search. IEEE Trans. Pattern Anal. Mach. Intell. 33:1 (2011), 117–128.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.33
, Issue.1
, pp. 117-128
-
-
Jégou, H.1
Douze, M.2
Schmid, C.3
-
29
-
-
84887601251
-
Iterative quantization: a procrustean approach to learning binary codes for large-scale image retrieval
-
Gong, Y., Lazebnik, S., Gordo, A., Perronnin, F., Iterative quantization: a procrustean approach to learning binary codes for large-scale image retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 35:12 (2013), 2916–2929.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.35
, Issue.12
, pp. 2916-2929
-
-
Gong, Y.1
Lazebnik, S.2
Gordo, A.3
Perronnin, F.4
-
30
-
-
84896062187
-
Harmonious hashing
-
Xu, B., Bu, J., Lin, Y., Chen, C., He, X., Cai, D., Harmonious hashing. IJCAI, 2013, 1820–1826.
-
(2013)
IJCAI
, pp. 1820-1826
-
-
Xu, B.1
Bu, J.2
Lin, Y.3
Chen, C.4
He, X.5
Cai, D.6
-
31
-
-
84866726818
-
Supervised hashing with kernels
-
Liu, W., Wang, J., Ji, R., Jiang, Y., Chang, S., Supervised hashing with kernels. CVPR, 2012, 2074–2081.
-
(2012)
CVPR
, pp. 2074-2081
-
-
Liu, W.1
Wang, J.2
Ji, R.3
Jiang, Y.4
Chang, S.5
-
32
-
-
84887428910
-
Order preserving hashing for approximate nearest neighbor search
-
Wang, J., Wang, J., Yu, N., Li, S., Order preserving hashing for approximate nearest neighbor search. ACM Multimedia, 2013, 133–142.
-
(2013)
ACM Multimedia
, pp. 133-142
-
-
Wang, J.1
Wang, J.2
Yu, N.3
Li, S.4
-
33
-
-
84877790557
-
Hamming distance metric learning
-
Norouzi, M., Fleet, D.J., Salakhutdinov, R., Hamming distance metric learning. NIPS, 2012, 1070–1078.
-
(2012)
NIPS
, pp. 1070-1078
-
-
Norouzi, M.1
Fleet, D.J.2
Salakhutdinov, R.3
-
34
-
-
81855191888
-
Ldahash: improved matching with smaller descriptors
-
Strecha, C., Bronstein, A.M., Bronstein, M.M., Fua, P., Ldahash: improved matching with smaller descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 34:1 (2012), 66–78.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.1
, pp. 66-78
-
-
Strecha, C.1
Bronstein, A.M.2
Bronstein, M.M.3
Fua, P.4
-
35
-
-
51949104743
-
Fast image search for learned metrics
-
Jain, P., Kulis, B., Grauman, K., Fast image search for learned metrics. CVPR, 2008, 1–8.
-
(2008)
CVPR
, pp. 1-8
-
-
Jain, P.1
Kulis, B.2
Grauman, K.3
-
36
-
-
84908192527
-
Supervised hashing for image retrieval via image representation learning
-
Xia, R., Pan, Y., Lai, H., Liu, C., Yan, S., Supervised hashing for image retrieval via image representation learning. AAAI, 2014, 2156–2162.
-
(2014)
AAAI
, pp. 2156-2162
-
-
Xia, R.1
Pan, Y.2
Lai, H.3
Liu, C.4
Yan, S.5
-
37
-
-
84959215516
-
Deep hashing for compact binary codes learning
-
Liong, V.E., Lu, J., Wang, G., Moulin, P., Zhou, J., Deep hashing for compact binary codes learning. CVPR, 2015, 2475–2483.
-
(2015)
CVPR
, pp. 2475-2483
-
-
Liong, V.E.1
Lu, J.2
Wang, G.3
Moulin, P.4
Zhou, J.5
-
38
-
-
84959204846
-
Simultaneous feature learning and hash coding with deep neural networks
-
Lai, H., Pan, Y., Liu, Y., Yan, S., Simultaneous feature learning and hash coding with deep neural networks. CVPR, 2015, 3270–3278.
-
(2015)
CVPR
, pp. 3270-3278
-
-
Lai, H.1
Pan, Y.2
Liu, Y.3
Yan, S.4
-
40
-
-
84962209007
-
Scalable multimedia retrieval by deep learning hashing with relative similarity learning
-
Gao, L., Song, J., Zou, F., Zhang, D., Shao, J., Scalable multimedia retrieval by deep learning hashing with relative similarity learning. ACM Multimedia, 2015, 903–906.
-
(2015)
ACM Multimedia
, pp. 903-906
-
-
Gao, L.1
Song, J.2
Zou, F.3
Zhang, D.4
Shao, J.5
-
41
-
-
84973901375
-
Multi-view complementary hash tables for nearest neighbor search
-
Liu, X., Huang, L., Deng, C., Lu, J., Lang, B., Multi-view complementary hash tables for nearest neighbor search. ICCV, 2015, 1107–1115.
-
(2015)
ICCV
, pp. 1107-1115
-
-
Liu, X.1
Huang, L.2
Deng, C.3
Lu, J.4
Lang, B.5
-
42
-
-
84933498450
-
Compact image fingerprint via multiple kernel hashing
-
Zou, F., Chen, Y., Song, J., Zhou, K., Yang, Y., Sebe, N., Compact image fingerprint via multiple kernel hashing. IEEE Trans. Multimedia 17:7 (2015), 1006–1018.
-
(2015)
IEEE Trans. Multimedia
, vol.17
, Issue.7
, pp. 1006-1018
-
-
Zou, F.1
Chen, Y.2
Song, J.3
Zhou, K.4
Yang, Y.5
Sebe, N.6
-
43
-
-
77956027394
-
Self-taught hashing for fast similarity search
-
Zhang, D., Wang, J., Cai, D., Lu, J., Self-taught hashing for fast similarity search. SIGIR, 2010, 18–25.
-
(2010)
SIGIR
, pp. 18-25
-
-
Zhang, D.1
Wang, J.2
Cai, D.3
Lu, J.4
-
44
-
-
84937205958
-
Asymmetric cyclical hashing for large scale image retrieval
-
Lv, Y., Ng, W.W.Y., Zeng, Z., Yeung, D.S., Chan, P.P.K., Asymmetric cyclical hashing for large scale image retrieval. IEEE Trans. Multimedia 17:8 (2015), 1225–1235.
-
(2015)
IEEE Trans. Multimedia
, vol.17
, Issue.8
, pp. 1225-1235
-
-
Lv, Y.1
Ng, W.W.Y.2
Zeng, Z.3
Yeung, D.S.4
Chan, P.P.K.5
-
45
-
-
84916917765
-
Optimized cartesian k-means
-
Wang, J., Wang, J., Song, J., Xu, X., Shen, H.T., Li, S., Optimized cartesian k-means. IEEE Trans. Knowl. Data Eng. 27:1 (2015), 180–192.
-
(2015)
IEEE Trans. Knowl. Data Eng.
, vol.27
, Issue.1
, pp. 180-192
-
-
Wang, J.1
Wang, J.2
Song, J.3
Xu, X.4
Shen, H.T.5
Li, S.6
-
46
-
-
84959212866
-
Tree quantization for large-scale similarity search and classification
-
Babenko, A., Lempitsky, V.S., Tree quantization for large-scale similarity search and classification. CVPR, 2015, 4240–4248.
-
(2015)
CVPR
, pp. 4240-4248
-
-
Babenko, A.1
Lempitsky, V.S.2
-
47
-
-
84986268753
-
Supervised quantization for similarity search
-
Wang, X., Zhang, T., Qi, G., Tang, J., Wang, J., Supervised quantization for similarity search. CVPR, 2016, 2018–2026.
-
(2016)
CVPR
, pp. 2018-2026
-
-
Wang, X.1
Zhang, T.2
Qi, G.3
Tang, J.4
Wang, J.5
-
48
-
-
84959198229
-
Sparse composite quantization
-
Zhang, T., Qi, G., Tang, J., Wang, J., Sparse composite quantization. CVPR, 2015, 4548–4556.
-
(2015)
CVPR
, pp. 4548-4556
-
-
Zhang, T.1
Qi, G.2
Tang, J.3
Wang, J.4
-
49
-
-
84959233699
-
Optimal graph leaning with partial tags and multiple features for image and video annotation
-
Gao, L., Song, J., Nie, F., Yan, Y., Sebe, N., Shen, H.T., Optimal graph leaning with partial tags and multiple features for image and video annotation. CVPR, 2015, 4371–4379.
-
(2015)
CVPR
, pp. 4371-4379
-
-
Gao, L.1
Song, J.2
Nie, F.3
Yan, Y.4
Sebe, N.5
Shen, H.T.6
-
50
-
-
80053456121
-
Hashing with graphs
-
Liu, W., Wang, J., Kumar, S., Chang, S., Hashing with graphs. ICML, 2011, 1–8.
-
(2011)
ICML
, pp. 1-8
-
-
Liu, W.1
Wang, J.2
Kumar, S.3
Chang, S.4
-
51
-
-
77953202699
-
Tagprop: discriminative metric learning in nearest neighbor models for image auto-annotation
-
Guillaumin, M., Mensink, T., Verbeek, J.J., Schmid, C., Tagprop: discriminative metric learning in nearest neighbor models for image auto-annotation. ICCV, 2009, 309–316.
-
(2009)
ICCV
, pp. 309-316
-
-
Guillaumin, M.1
Mensink, T.2
Verbeek, J.J.3
Schmid, C.4
-
52
-
-
84901833048
-
Fast exact search in hamming space with multi-index hashing
-
Norouzi, M., Punjani, A., Fleet, D.J., Fast exact search in hamming space with multi-index hashing. IEEE Trans. Pattern Anal. Mach. Intell. 36:6 (2014), 1107–1119.
-
(2014)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.36
, Issue.6
, pp. 1107-1119
-
-
Norouzi, M.1
Punjani, A.2
Fleet, D.J.3
|