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.
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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.H.[Xiao-Hua],
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Learning Cross-Media Joint Representation With Sparse and
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CirSysVideo(24), No. 6, June 2014, pp. 965-978.
IEEE DOI
1407
Correlation
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Peng, Y.X.[Yu-Xin],
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Quintuple-Media Joint Correlation Learning With Deep Compression and
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CirSysVideo(30), No. 8, August 2020, pp. 2709-2722.
IEEE DOI
2008
Media, Correlation, Semantics, Three-dimensional displays,
Solid modeling, Data models, Image coding, Cross-media retrieval,
network regularization
BibRef
Peng, Y.,
Zhai, X.,
Zhao, Y.,
Huang, X.,
Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph
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CirSysVideo(26), No. 3, March 2016, pp. 583-596.
IEEE DOI
1603
Correlation
BibRef
Bellini, P.[Pierfrancesco],
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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
Wang, D.[Di],
Gao, X.B.[Xin-Bo],
Wang, X.M.[Xiu-Mei],
He, L.H.[Li-Huo],
Label Consistent Matrix Factorization Hashing for Large-Scale
Cross-Modal Similarity Search,
PAMI(41), No. 10, October 2019, pp. 2466-2479.
IEEE DOI
1909
Semantics, Correlation, Training, Transforms, Binary codes,
Image reconstruction, Sparse matrices, Hashing, multimodal,
cross-modal
BibRef
Wang, D.[Di],
Gao, X.B.[Xin-Bo],
Wang, X.M.[Xiu-Mei],
He, L.[Lihuo],
Yuan, B.[Bo],
Multimodal Discriminative Binary Embedding for Large-Scale
Cross-Modal Retrieval,
IP(25), No. 10, October 2016, pp. 4540-4554.
IEEE DOI
1610
Internet
BibRef
Wang, D.[Di],
Wang, Q.[Quan],
He, L.[Lihuo],
Gao, X.B.[Xin-Bo],
Tian, Y.[Yumin],
Joint and individual matrix factorization hashing for large-scale
cross-modal retrieval,
PR(107), 2020, pp. 107479.
Elsevier DOI
2008
Hashing, Multimodal, Retrieval, Cross-modal, Matrix factorization
BibRef
Dong, F.[Fei],
Nie, X.S.[Xiu-Shan],
Liu, X.B.[Xing-Bo],
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
Dutta, T.[Titir],
Biswas, S.[Soma],
Cross-modal retrieval in challenging scenarios using attributes,
PRL(125), 2019, pp. 618-624.
Elsevier DOI
1909
Cross-modal retrieval, Attributes, Unseen query, Low-resolution data
BibRef
Liu, H.P.[Hua-Ping],
Wang, F.[Feng],
Zhang, X.Y.[Xin-Yu],
Sun, F.C.[Fu-Chun],
Weakly-paired deep dictionary learning for cross-modal retrieval,
PRL(130), 2020, pp. 199-206.
Elsevier DOI
2002
Deep dictionary learning, Cross-modal retrieval, Weak pairing
BibRef
Zhang, H.[Hong],
Wang, T.[Ting],
Dai, G.[Gang],
Semi-supervised cross-modal common representation learning with
vector-valued manifold regularization,
PRL(130), 2020, pp. 335-344.
Elsevier DOI
2002
Cross-media retrieval, Vector-valued RKHS,
Manifold regularization, Semi-supervised, Kernel method
BibRef
Chaudhuri, U.[Ushasi],
Banerjee, B.[Biplab],
Bhattacharya, A.[Avik],
Datcu, M.[Mihai],
CMIR-NET: A deep learning based model for cross-modal retrieval in
remote sensing,
PRL(131), 2020, pp. 456-462.
Elsevier DOI
2004
Remote sensing, Cross-modal retrieval, Deep learning,
Panchromatic, Multispectral, Audio samples
BibRef
Chi, J.Z.[Jing-Ze],
Peng, Y.X.[Yu-Xin],
Zero-Shot Cross-Media Embedding Learning With Dual Adversarial
Distribution Network,
CirSysVideo(30), No. 4, April 2020, pp. 1173-1187.
IEEE DOI
2004
Semantics, Media, Correlation, Training, Dogs,
Measurement, Cross-media retrieval, zero-shot learning,
maximum mean discrepancy
BibRef
Wu, F.[Fei],
Jing, X.Y.[Xiao-Yuan],
Wu, Z.Y.[Zhi-Yong],
Ji, Y.[Yimu],
Dong, X.[Xiwei],
Luo, X.[Xiaokai],
Huang, Q.H.[Qing-Hua],
Wang, R.[Ruchuan],
Modality-specific and shared generative adversarial network for
cross-modal retrieval,
PR(104), 2020, pp. 107335.
Elsevier DOI
2005
Cross-modal retrieval, Generative adversarial networks (GAN),
Modality-specific feature learning, Modality-shared feature learning
BibRef
Zhong, F.M.[Fang-Ming],
Chen, Z.K.[Zhi-Kui],
Min, G.Y.[Ge-Yong],
Xia, F.[Feng],
A novel strategy to balance the results of cross-modal hashing,
PR(107), 2020, pp. 107523.
Elsevier DOI
2008
Cross-modal hashing, Semantic gap, Semantic augmentation, Cross-modal retrieval
BibRef
Wang, Z.,
Liu, X.,
Li, H.,
Sheng, L.,
Yan, J.,
Wang, X.,
Shao, J.,
CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval,
ICCV19(5763-5772)
IEEE DOI
2004
entropy, feature extraction, image matching, image retrieval,
message passing, natural language processing, text analysis,
Task analysis
BibRef
Huang, Y.,
Wang, L.,
ACMM: Aligned Cross-Modal Memory for Few-Shot Image and Sentence
Matching,
ICCV19(5773-5782)
IEEE DOI
2004
image matching, learning (artificial intelligence),
storage management, few-shot content, sentence matching tasks,
Micromechanical devices
BibRef
Nawaz, S.,
Janjua, M.K.,
Gallo, I.,
Mahmood, A.,
Calefati, A.,
Shafait, F.,
Do Cross Modal Systems Leverage Semantic Relationships?,
CroMoL19(4501-4510)
IEEE DOI
2004
image representation, image retrieval, image segmentation,
learning (artificial intelligence),
Text to Image
BibRef
Su, S.,
Zhong, Z.,
Zhang, C.,
Deep Joint-Semantics Reconstructing Hashing for Large-Scale
Unsupervised Cross-Modal Retrieval,
ICCV19(3027-3035)
IEEE DOI
2004
binary codes, image coding, image retrieval, multimedia computing,
neural nets, binary codes, reconstructing framework, DJSRH, Correlation
BibRef
Ning, X.C.[Xue-Cheng],
Yang, X.S.[Xiao-Shan],
Xu, C.S.[Chang-Sheng],
Multi-Hop Interactive Cross-modal Retrieval,
MMMod20(II:681-693).
Springer DOI
2003
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
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 .