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
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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.,
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],
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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
Wang, D.,
Gao, X.,
Wang, X.,
He, L.,
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
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
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.[Xiaoshan],
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 .