19.5.4 Cross-Modal Indexing, Cross-Modal Retrieval

Chapter Contents (Back)
Cross-Modal Retrieval.

Costa Pereira, J., Coviello, E.[Emanuele], Doyle, G., Rasiwasia, N., Lanckriet, G.R.G.[Gert R.G.], Levy, R., Vasconcelos, N.M.,
On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval,
PAMI(36), No. 3, March 2014, pp. 521-535.
IEEE DOI 1403
image matching. E.g. use image to search for text. Correlation matching. Semantic matching. Semantic correlation matching. BibRef

Costa Pereira, J.[Jose], Vasconcelos, N.M.[Nuno M.],
Cross-modal domain adaptation for text-based regularization of image semantics in image retrieval systems,
CVIU(124), No. 1, 2014, pp. 123-135.
Elsevier DOI 1406
Content-based image retrieval BibRef

Zhai, X., Peng, Y., Xiao, J.,
Learning Cross-Media Joint Representation With Sparse and Semisupervised Regularization,
CirSysVideo(24), No. 6, June 2014, pp. 965-978.
IEEE DOI 1407
Correlation BibRef

Peng, Y., Zhai, X., Zhao, Y., Huang, X.,
Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization,
CirSysVideo(26), No. 3, March 2016, pp. 583-596.
IEEE DOI 1603
Correlation BibRef

Bellini, P.[Pierfrancesco], Cenni, D.[Daniele], Nesi, P.[Paolo],
Optimization of information retrieval for cross media contents in a best practice network,
MultInfoRetr(3), No. 3, September 2014, pp. 147-159.
Springer DOI 1408
BibRef

Kang, C., Xiang, S., Liao, S., Xu, C., Pan, C.,
Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval,
MultMed(17), No. 3, March 2015, pp. 370-381.
IEEE DOI 1502
Algorithm design and analysis BibRef

He, Y., Xiang, S., Kang, C., Wang, J., Pan, C.,
Cross-Modal Retrieval via Deep and Bidirectional Representation Learning,
MultMed(18), No. 7, July 2016, pp. 1363-1377.
IEEE DOI 1608
backpropagation BibRef

Zhang, S., Wang, X., Lin, Y., Tian, Q.,
Cross Indexing With Grouplets,
MultMed(17), No. 11, November 2015, pp. 1969-1979.
IEEE DOI 1511
Feature extraction BibRef

Chu, L., Zhang, Y., Li, G., Wang, S., Zhang, W., Huang, Q.,
Effective Multimodality Fusion Framework for Cross-Media Topic Detection,
CirSysVideo(26), No. 3, March 2016, pp. 556-569.
IEEE DOI 1603
Complexity theory BibRef

Ding, K.[Kun], Fan, B.[Bin], Huo, C.L.[Chun-Lei], Xiang, S.M.[Shi-Ming], Pan, C.H.[Chun-Hong],
Cross-Modal Hashing via Rank-Order Preserving,
MultMed(19), No. 3, March 2017, pp. 571-585.
IEEE DOI 1702
Binary codes BibRef

Jiang, B.[Bin], Yang, J.C.[Jia-Chen], Lv, Z.H.[Zhi-Han], Tian, K.[Kun], Meng, Q.G.[Qing-Gang], Yan, Y.[Yan],
Internet cross-media retrieval based on deep learning,
JVCIR(48), No. 1, 2017, pp. 356-366.
Elsevier DOI 1708
Cross-media, retrieval BibRef

Hu, Y., Zheng, L., Yang, Y., Huang, Y.,
Twitter100k: A Real-World Dataset for Weakly Supervised Cross-Media Retrieval,
MultMed(20), No. 4, April 2018, pp. 927-938.
IEEE DOI 1804
Electronic publishing, Encyclopedias, Internet, Optical character recognition software, Training, Visualization, weakly supervised method BibRef

Verma, Y.[Yashaswi], Jha, A.[Abhishek], Jawahar, C.V.,
Cross-specificity: modelling data semantics for cross-modal matching and retrieval,
MultInfoRetr(8), No. 2, June 2018, pp. 139-146.
Springer DOI 1805
BibRef

Dorfer, M.[Matthias], Schlüter, J.[Jan], Vall, A.[Andreu], Korzeniowski, F.[Filip], Widmer, G.[Gerhard],
End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss,
MultInfoRetr(8), No. 2, June 2018, pp. 117-128.
Springer DOI 1805
BibRef

Lu, X.[Xu], Zhang, H.X.[Hua-Xiang], Sun, J.[Jiande], Wang, Z.H.[Zhen-Hua], Guo, P.[Peilian], Wan, W.[Wenbo],
Discriminative correlation hashing for supervised cross-modal retrieval,
SP:IC(65), 2018, pp. 221-230.
Elsevier DOI 1805
Cross-modal retrieval, Hashing, Subspace learning, Discriminant analysis BibRef

Wang, L.[Li], Zhu, L.[Lei], Dong, X.[Xiao], Liu, L.[Li], Sun, J.[Jiande], Zhang, H.X.[Hua-Xiang],
Joint Feature Selection and Graph Regularization for Modality-Dependent Cross-Modal Retrieval,
JVCIR(54), 2018, pp. 213-222.
Elsevier DOI 1806
Cross-modal retrieval, Feature selection, Subspace learning, Graph regularization BibRef

Zhong, F.M.[Fang-Ming], Chen, Z.K.[Zhi-Kui], Min, G.Y.[Ge-Yong],
Deep Discrete Cross-Modal Hashing for Cross-Media Retrieval,
PR(83), 2018, pp. 64-77.
Elsevier DOI 1808
Cross-modal retrieval, deep learning, discrete hashing, alternative optimization BibRef

Vukotic, V., Raymond, C., Gravier, G.,
A Crossmodal Approach to Multimodal Fusion in Video Hyperlinking,
MultMedMag(25), No. 2, April 2018, pp. 11-23.
IEEE DOI 1808
Computer architecture, Task analysis, Neural networks, Visualization, Streaming media, Hypertext systems, Training, multimedia BibRef

Liu, R., Wei, S., Zhao, Y., Zhu, Z., Wang, J.,
Multiview Cross-Media Hashing with Semantic Consistency,
MultMedMag(25), No. 2, April 2018, pp. 71-86.
IEEE DOI 1808
Media, Semantics, Correlation, Multimedia communication, Optimization, Feature extraction, hashing, cross-media, multiview, searching BibRef

Wang, D.[Di], Wang, Q.[Quan], Gao, X.[Xinbo],
Robust and Flexible Discrete Hashing for Cross-Modal Similarity Search,
CirSysVideo(28), No. 10, October 2018, pp. 2703-2715.
IEEE DOI 1811
Robustness, Training, Binary codes, Quantization (signal), Linear programming, Matrix decomposition, Sparse matrices, Hashing, unsupervised learning BibRef

Dong, F.[Fei], Nie, X.[Xiushan], Liu, X.[Xingbo], Geng, L.L.[Lei-Lei], Wang, Q.[Qian],
Cross-modal hashing based on category structure preserving,
JVCIR(57), 2018, pp. 28-33.
Elsevier DOI 1812
Cross-modal retrieval, Supervised hashing, Category-specific structure preserving BibRef

Zhang, M.J.[Mei-Jia], Zhang, H.X.[Hua-Xiang], Li, J.Z.[Jun-Zheng], Wang, L.[Li], Fang, Y.X.[Yi-Xian], Sun, J.[Jiande],
Supervised graph regularization based cross media retrieval with intra and inter-class correlation,
JVCIR(58), 2019, pp. 1-11.
Elsevier DOI 1901
Cross media retrieval, Subspace learning, Supervised graph regularization BibRef

Yao, T.[Tao], Wang, G.[Gang], Yan, L.S.[Lian-Shan], Kong, X.W.[Xiang-Wei], Su, Q.T.[Qing-Tang], Zhang, C.M.[Cai-Ming], Tian, Q.[Qi],
Online latent semantic hashing for cross-media retrieval,
PR(89), 2019, pp. 1-11.
Elsevier DOI 1902
Cross-media retrieval, Online learning, Hashing, Latent semantic concept BibRef


Cornia, M.[Marcella], Baraldi, L.[Lorenzo], Tavakoli, H.R.[Hamed R.], Cucchiara, R.[Rita],
Towards Cycle-Consistent Models for Text and Image Retrieval,
WiCV-E18(IV:687-691).
Springer DOI 1905
BibRef

Surís, D.[Didac], Duarte, A.[Amanda], Salvador, A.[Amaia], Torres, J.[Jordi], Giró-i-Nieto, X.[Xavier],
Cross-modal Embeddings for Video and Audio Retrieval,
WiCV-E18(IV:711-716).
Springer DOI 1905
BibRef

Liong, V.E., Lu, J., Tan, Y.P.,
Learning a cross-modal hashing network for multimedia search,
ICIP17(3700-3704)
IEEE DOI 1803
Benchmark testing, Binary codes, Multimedia communication, Optimization, Quantization (signal), Semantics, Training, hashing BibRef

Liu, C.L.[Chen-Lu], Xu, X.[Xing], Yang, Y.[Yang], Lu, H.M.[Hui-Min], Shen, F.M.[Fu-Min], Ji, Y.[Yanli],
Domain Invariant Subspace Learning for Cross-Modal Retrieval,
MMMod18(II:94-105).
Springer DOI 1802
BibRef

Yuan, Y.X.[Yu-Xin], Peng, Y.X.[Yu-Xin],
Recursive Pyramid Network with Joint Attention for Cross-Media Retrieval,
MMMod18(I:405-416).
Springer DOI 1802
BibRef

Jia, Y.H.[Yu-Hua], Bai, L.[Liang], Wang, P.[Peng], Guo, J.L.[Jin-Lin], Xie, Y.X.[Yu-Xiang], Yu, T.Y.[Tian-Yuan],
Utilizing Locality-Sensitive Hash Learning for Cross-Media Retrieval,
MMMod17(I: 550-561).
Springer DOI 1701
BibRef

Shang, X.[Xindi], Zhang, H.[Hanwang], Chua, T.S.[Tat-Seng],
Deep Learning Generic Features for Cross-Media Retrieval,
MMMod16(I: 264-275).
Springer DOI 1601
BibRef

Huang, L.[Lei], Peng, Y.X.[Yu-Xin],
Cross-Media Retrieval via Semantic Entity Projection,
MMMod16(I: 276-288).
Springer DOI 1601
BibRef

Gu, Y.[Yun], Xue, H.Y.[Hao-Yang], Yang, J.[Jie], Shi, P.F.[Peng-Fei],
Cross-modality hashing with partial correspondence,
ICIP15(1925-1929)
IEEE DOI 1512
Cross-modality; Hashing; Multimedia Search; Partial Correspondence BibRef

Zhang, H.[Hong], Chen, L.[Li],
Learning optimal data representation for cross-media retrieval,
ICIP12(1925-1928).
IEEE DOI 1302
BibRef

Lin, W.X.[Wan-Xia], Lu, T.[Tong], Su, F.[Feng],
A Novel Multi-modal Integration and Propagation Model for Cross-Media Information Retrieval,
MMMod12(740-749).
Springer DOI 1201
BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Video Delivery, Video-on-Demand, QoS, Indexing, Techniques Systems .


Last update:Jun 24, 2019 at 10:45:36