@inproceedings{bb129400,
        AUTHOR = "Xiao, B. and Yu, H. and Hancock, E.R.",
        TITLE = "Graph Matching using Spectral Embedding and Semidefinite Programming",
        BOOKTITLE = BMVC04,
        YEAR = "2004",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125545"}

@inproceedings{bb129401,
        AUTHOR = "Luo, B. and Wilson, R.C. and Hancock, E.R.",
        TITLE = "Graph manifolds from spectral polynomials",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 402-405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125546"}

@article{bb129402,
        AUTHOR = "Zhao, H.F. and Robles Kelly, A. and Zhou, J. and Lu, J.F. and Yang, J.Y.",
        TITLE = "Graph attribute embedding via Riemannian submersion learning",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "962-975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125547"}

@inproceedings{bb129403,
        AUTHOR = "Zhao, H.F. and Robles Kelly, A. and Zhou, J.",
        TITLE = "On the Use of the Chi-Squared Distance for the Structured Learning of
Graph Embeddings",
        BOOKTITLE = DICTA11,
        YEAR = "2011",
        PAGES = "422-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125548"}

@article{bb129404,
        AUTHOR = "Czech, W.W.",
        TITLE = "Invariants of distance k-graphs for graph embedding",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "1968-1979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125549"}

@inproceedings{bb129405,
        AUTHOR = "Czech, W.W.",
        TITLE = "Graph Descriptors from B-Matrix Representation",
        BOOKTITLE = GbRPR11,
        YEAR = "2011",
        PAGES = "12-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125550"}

@article{bb129406,
        AUTHOR = "Liu, X. and Yan, S. and Jin, H.",
        TITLE = "Projective Nonnegative Graph Embedding",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1126-1137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125551"}

@article{bb129407,
        AUTHOR = "Jouili, S. and Tabbone, S.A.",
        TITLE = "Hypergraph-based image retrieval for graph-based representation",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4054-4068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125552"}

@inproceedings{bb129408,
        AUTHOR = "Jouili, S. and Tabbone, S.A.",
        TITLE = "Towards Performance Evaluation of Graph-Based Representation",
        BOOKTITLE = GbRPR11,
        YEAR = "2011",
        PAGES = "72-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125553"}

@inproceedings{bb129409,
        AUTHOR = "Jouili, S. and Tabbone, S.A.",
        TITLE = "Graph Embedding Using Constant Shift Embedding",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "83-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125554"}

@inproceedings{bb129410,
        AUTHOR = "Jouili, S. and Tabbone, S.A.",
        TITLE = "Graph Matching Based on Node Signatures",
        BOOKTITLE = GbRPR09,
        YEAR = "2009",
        PAGES = "154-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125555"}

@inproceedings{bb129411,
        AUTHOR = "Jouili, S. and Tabbone, S.A. and Lacroix, V.",
        TITLE = "Median Graph Shift: A New Clustering Algorithm for Graph Domain",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "950-953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125556"}

@inproceedings{bb129412,
        AUTHOR = "Jouili, S. and Mili, I. and Tabbone, S.A.",
        TITLE = "Attributed Graph Matching Using Local Descriptions",
        BOOKTITLE = ACIVS09,
        YEAR = "2009",
        PAGES = "89-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125557"}

@book{bb129413,
        AUTHOR = "Fu, Y. and Ma, Y.Q.",
        TITLE = "Graph Embedding for Pattern Analysis",
        PUBLISHER = "Springer",
        YEAR = "2013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125558"}

@article{bb129414,
        AUTHOR = "Hancock, E.R. and Wilson, R.C.",
        TITLE = "Pattern analysis with graphs: Parallel work at Bern and York",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "833-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125559"}

@article{bb129415,
        AUTHOR = "Sun, C. and Bao, B.K. and Xu, C.S.",
        TITLE = "Inductive hierarchical nonnegative graph embedding for 'verb-object'
image classification",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1647-1659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125560"}

@article{bb129416,
        AUTHOR = "Zhang, H.W. and Zha, Z.J. and Yang, Y. and Yan, S.C. and Chua, T.S.",
        TITLE = "Robust (Semi) Nonnegative Graph Embedding",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2996-3012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125561"}

@inproceedings{bb129417,
        AUTHOR = "Zhang, H.W. and Zha, Z.J. and Yan, S.C. and Wang, M. and Chua, T.S.",
        TITLE = "Robust Non-negative Graph Embedding:
Towards noisy data, unreliable graphs, and noisy labels",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2464-2471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125562"}

@article{bb129418,
        AUTHOR = "Shi, X. and Guo, Z. and Lai, Z. and Yang, Y. and Bao, Z. and Zhang, D.",
        TITLE = "A Framework of Joint Graph Embedding and Sparse Regression for
Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1341-1355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125563"}

@article{bb129419,
        AUTHOR = "Xue, Z.H. and Du, P.J. and Li, J. and Su, H.J.",
        TITLE = "Simultaneous Sparse Graph Embedding for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6114-6133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125564"}

@article{bb129420,
        AUTHOR = "Xue, Z.H. and Du, P.J. and Li, J. and Su, H.J.",
        TITLE = "Sparse Graph Regularization for Hyperspectral Remote Sensing Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2351-2366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125565"}

@article{bb129421,
        AUTHOR = "Maronidis, A. and Tefas, A. and Pitas, I.",
        TITLE = "Subclass Graph Embedding and a Marginal Fisher Analysis paradigm",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "4024-4035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125566"}

@article{bb129422,
        AUTHOR = "Iosifidis, A. and Tefas, A. and Pitas, I.",
        TITLE = "Sparse extreme learning machine classifier exploiting intrinsic
graphs",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "192-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125567"}

@article{bb129423,
        AUTHOR = "Vretos, N. and Tefas, A. and Pitas, I.",
        TITLE = "A novel dimensionality reduction technique based on kernel optimization
through graph embedding",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "1 Supp",
        MONTH = "December",
        PAGES = "3-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125568"}

@article{bb129424,
        AUTHOR = "Huang, S. and Yu, Y. and Yang, D. and Elgammal, A.M. and Yang, D.",
        TITLE = "Collaborative Graph Embedding: A Simple Way to Generally Enhance
Subspace Learning Algorithms",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1835-1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125569"}

@article{bb129425,
        AUTHOR = "Huang, S. and Elgammal, A.E. and Yang, D.",
        TITLE = "On the effect of hyperedge weights on hypergraph learning",
        JOURNAL = IVC,
        VOLUME = "57",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "89-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125570"}

@article{bb129426,
        AUTHOR = "Jian, M. and Jung, C. and Zheng, Y.G.",
        TITLE = "Discriminative Structure Learning for Semantic Concept Detection With
Graph Embedding",
        JOURNAL = MultMed,
        VOLUME = "16",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "413-426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125571"}

@article{bb129427,
        AUTHOR = "Jian, M. and Jung, C.",
        TITLE = "Semi-Supervised Bi-Dictionary Learning for Image Classification With
Smooth Representation-Based Label Propagation",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "458-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125572"}

@article{bb129428,
        AUTHOR = "Vento, M.",
        TITLE = "A long trip in the charming world of graphs for Pattern Recognition",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "291-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125573"}

@inproceedings{bb129429,
        AUTHOR = "Foggia, P. and Vento, M.",
        TITLE = "Graph Embedding for Pattern Recognition",
        BOOKTITLE = "ICPR-Contests10",
        YEAR = "2010",
        PAGES = "75-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125574"}

@article{bb129430,
        AUTHOR = "Chen, Y.L. and Hsu, C.T.",
        TITLE = "Multilinear Graph Embedding:
Representation and Regularization for Images",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "741-754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125575"}

@article{bb129431,
        AUTHOR = "Mousavi, S.F. and Safayani, M. and Mirzaei, A. and Bahonar, H.",
        TITLE = "Hierarchical graph embedding in vector space by graph pyramid",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "245-254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125576"}

@article{bb129432,
        AUTHOR = "Sun, Y. and Wang, S.J. and Liu, Q.S. and Hang, R.L. and Liu, G.C.",
        TITLE = "Hypergraph Embedding for Spatial-Spectral Joint Feature Extraction in
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125577"}

@article{bb129433,
        AUTHOR = "Wang, X.D. and Chen, R.C. and Hong, C.Q. and Zeng, Z.Q. and Zhou, Z.L.",
        TITLE = "Semi-supervised multi-label feature selection via label correlation
analysis with L1-norm graph embedding",
        JOURNAL = IVC,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "10-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125578"}

@article{bb129434,
        AUTHOR = "Jansen, A. and Sell, G. and Lyzinski, V.",
        TITLE = "Scalable out-of-sample extension of graph embeddings using deep
neural networks",
        JOURNAL = PRL,
        VOLUME = "94",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125579"}

@article{bb129435,
        AUTHOR = "Bahonar, H. and Mirzaei, A. and Wilson, R.C.",
        TITLE = "Diffusion wavelet embedding: A multi-resolution approach for graph
embedding in vector space",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "518-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125580"}

@article{bb129436,
        AUTHOR = "Wang, Y. and Zhang, L. and Tong, X. and Nie, F. and Huang, H. and Mei, J.",
        TITLE = "LRAGE: Learning Latent Relationships With Adaptive Graph Embedding
for Aerial Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "621-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125581"}

@article{bb129437,
        AUTHOR = "Yuan, Y.H. and Sun, Q.S.",
        TITLE = "Graph regularized multiset canonical correlations with applications
to joint feature extraction",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "12",
        PAGES = "3907-3919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125582"}

@article{bb129438,
        AUTHOR = "Yuan, Y.H. and Sun, Q.S. and Ge, H.W.",
        TITLE = "Fractional-order embedding canonical correlation analysis and its
applications to multi-view dimensionality reduction and recognition",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1411-1424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125583"}

@article{bb129439,
        AUTHOR = "Su, S.Z. and Ge, H.W. and Yuan, Y.H.",
        TITLE = "Multi-patch embedding canonical correlation analysis for multi-view
feature learning",
        JOURNAL = JVCIR,
        VOLUME = "41",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "47-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125584"}

@article{bb129440,
        AUTHOR = "Su, S.Z. and Ge, H.W. and Tong, Y.B.",
        TITLE = "Multi-graph embedding discriminative correlation feature learning for
image recognition",
        JOURNAL = SP:IC,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "173-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125585"}

@article{bb129441,
        AUTHOR = "Wang, S. and Zhu, W.",
        TITLE = "Sparse Graph Embedding Unsupervised Feature Selection",
        JOURNAL = SMCS,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "329-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125586"}

@article{bb129442,
        AUTHOR = "Cui, P. and Liu, S.W. and Zhu, W.W.",
        TITLE = "General Knowledge Embedded Image Representation Learning",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "198-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125587"}

@article{bb129443,
        AUTHOR = "Liu, T. and Lekamalage, C.K.L. and Huang, G.B. and Lin, Z.P.",
        TITLE = "An adaptive graph learning method based on dual data representations
for clustering",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "126-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125588"}

@article{bb129444,
        AUTHOR = "Abeo, T.A. and Shen, X.J. and Gou, J.P. and Mao, Q.R. and Bao, B.K. and Li, S.Y.",
        TITLE = "Dictionary-induced least squares framework for multi-view
dimensionality reduction with multi-manifold embeddings",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "97-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125589"}

@article{bb129445,
        AUTHOR = "Abeo, T.A. and Shen, X.J. and Bao, B.K. and Zha, Z.J. and Fan, J.P.",
        TITLE = "A generalized multi-dictionary least squares framework regularized
with multi-graph embeddings",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "1-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125590"}

@article{bb129446,
        AUTHOR = "Wang, S.S. and Arroyo, J. and Vogelstein, J.T. and Priebe, C.E.",
        TITLE = "Joint Embedding of Graphs",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1324-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125591"}

@article{bb129447,
        AUTHOR = "Shen, C.C. and Wang, S.S. and Badea, A. and Priebe, C.E. and Vogelstein, J.T.",
        TITLE = "Discovering the signal subgraph:
An iterative screening approach on graphs",
        JOURNAL = PRL,
        VOLUME = "184",
        YEAR = "2024",
        PAGES = "97-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125592"}

@article{bb129448,
        AUTHOR = "Franca, G. and Rizzo, M.L. and Vogelstein, J.T.",
        TITLE = "Kernel k-Groups via Hartigan's Method",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4411-4425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125593"}

@article{bb129449,
        AUTHOR = "Lu, J.L. and Wang, H.L. and Zhou, J. and Chen, Y.D. and Lai, Z.H. and Hu, Q.H.",
        TITLE = "Low-rank adaptive graph embedding for unsupervised feature extraction",
        JOURNAL = PR,
        VOLUME = "113",
        YEAR = "2021",
        PAGES = "107758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125594"}

@article{bb129450,
        AUTHOR = "Zhang, B. and Qiang, Q.Y. and Wang, F. and Nie, F.P.",
        TITLE = "Flexible Multi-View Unsupervised Graph Embedding",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "4143-4156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125595"}

@article{bb129451,
        AUTHOR = "Yang, H. and Chen, L. and Pan, S.R. and Wang, H.S. and Zhang, P.",
        TITLE = "Discrete embedding for attributed graphs",
        JOURNAL = PR,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "108368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125596"}

@article{bb129452,
        AUTHOR = "Guo, L. and Dai, Q.",
        TITLE = "Graph Clustering via Variational Graph Embedding",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125597"}

@article{bb129453,
        AUTHOR = "Wan, M.H. and Chen, X.Y. and Zhan, T.M. and Yang, G. and Tan, H. and Zheng, H.",
        TITLE = "Low-rank 2D local discriminant graph embedding for robust image
feature extraction",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125598"}

@article{bb129454,
        AUTHOR = "Agibetov, A.",
        TITLE = "Neural graph embeddings as explicit low-rank matrix factorization for
link prediction",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "108977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125599"}

@article{bb129455,
        AUTHOR = "Hu, L.C. and Dai, Z.L. and Tian, L. and Zhang, W.S.",
        TITLE = "Class-Oriented Self-Learning Graph Embedding for Image Compact
Representation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "74-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125600"}

@article{bb129456,
        AUTHOR = "Yuan, R.W. and Tang, Y.Q. and Xiao, Y.H. and Zhang, W.S.",
        TITLE = "IBCS: Learning Information Bottleneck-Constrained Denoised Causal
Subgraph for Graph Classification",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1627-1643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125601"}

@article{bb129457,
        AUTHOR = "Qin, T.X. and Walker, B. and Lyons, T. and Yan, H. and Li, H.L.",
        TITLE = "Learning Dynamic Graph Embeddings With Neural Controlled Differential
Equations",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2096-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125602"}

@inproceedings{bb129458,
        AUTHOR = "Jarraya, H. and Terrades, O.R. and Llados, J.",
        TITLE = "Graph Embedding Through Probabilistic Graphical Model Applied to
Symbolic Graphs",
        BOOKTITLE = IbPRIA17,
        YEAR = "2017",
        PAGES = "392-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125603"}

@inproceedings{bb129459,
        AUTHOR = "Riba, P. and Llados, J. and Fornes, A. and Dutta, A.",
        TITLE = "Large-Scale Graph Indexing Using Binary Embeddings of Node Contexts",
        BOOKTITLE = GbRPR15,
        YEAR = "2015",
        PAGES = "208-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125604"}

@inproceedings{bb129460,
        AUTHOR = "Naeemi, M.A. and Mohseni, H.",
        TITLE = "Evaluation of graph embedding approach for dimensionality reduction
using different kernels",
        BOOKTITLE = IPRIA17,
        YEAR = "2017",
        PAGES = "69-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125605"}

@inproceedings{bb129461,
        AUTHOR = "Robles Kelly, A. and Wei, R.",
        TITLE = "Semi-supervised image labelling using barycentric graph embeddings",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1518-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125606"}

@inproceedings{bb129462,
        AUTHOR = "Fukui, K. and Okuno, A. and Shimodaira, H.",
        TITLE = "Image and tag retrieval by leveraging image-group links with
multi-domain graph embedding",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "221-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125607"}

@inproceedings{bb129463,
        AUTHOR = "Jimenez Guarneros, M. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F.",
        TITLE = "Prototype Selection for Graph Embedding Using Instance Selection",
        BOOKTITLE = MCPR15,
        YEAR = "2015",
        PAGES = "84-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125608"}

@inproceedings{bb129464,
        AUTHOR = "Aydos, F. and Soran, A. and Demirci, M.F.",
        TITLE = "Class Representative Computation Using Graph Embedding",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:452-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125609"}

@inproceedings{bb129465,
        AUTHOR = "Huang, Z.W. and Shan, S.G. and Zhang, H.H. and Lao, S.H. and Chen, X.L.",
        TITLE = "Cross-view Graph Embedding",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:770-781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125610"}

@inproceedings{bb129466,
        AUTHOR = "Olvera Lopez, J.A. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F.",
        TITLE = "Prototype Selection Via Prototype Relevance",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "153-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125611"}

@inproceedings{bb129467,
        AUTHOR = "Yang, J.C. and Yang, S.C. and Fu, Y. and Li, X.L. and Huang, T.S.",
        TITLE = "Non-negative graph embedding",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577geb1.html#TT125612"}

@article{bb129468,
        AUTHOR = "Ranjanath, S. and Jain, A.K.",
        TITLE = "Two-Dimensional Linear Prediction Models - Part I:
Spectral Factorization and Realization",
        JOURNAL = ASSP,
        VOLUME = "33",
        YEAR = "1985",
        PAGES = "280-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125613"}

@article{bb129469,
        AUTHOR = "Feria, B.H.",
        TITLE = "Linear predictive transform of monochrome images",
        JOURNAL = IVC,
        VOLUME = "5",
        YEAR = "1987",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "267-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125614"}

@article{bb129470,
        AUTHOR = "Lin, Z. and Attikiouzel, Y.",
        TITLE = "Two-Dimensional Linear Prediction Model-Based Decorrelation Method",
        JOURNAL = PAMI,
        VOLUME = "11",
        YEAR = "1989",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "661-665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125615"}

@article{bb129471,
        AUTHOR = "Hess, C.P. and Liang, Z.P.",
        TITLE = "A Data-Consistent Linear Prediction Method for Image-Reconstruction
from Finite Fourier Samples",
        JOURNAL = IJIST,
        VOLUME = "7",
        YEAR = "1996",
        NUMBER = "2",
        PAGES = "136-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125616"}

@article{bb129472,
        AUTHOR = "Cierniak, R. and Rutkowski, L.",
        TITLE = "On image compression by competitive neural networks and
optimal linear predictors",
        JOURNAL = SP:IC,
        VOLUME = "15",
        YEAR = "2000",
        NUMBER = "6",
        MONTH = "March",
        PAGES = "559-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125617"}

@article{bb129473,
        AUTHOR = "Wen, C.K. and Chen, J.C. and Ting, P.",
        TITLE = "A Shrinkage Linear Minimum Mean Square Error Estimator",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "1179-1182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125618"}

@inproceedings{bb129474,
        AUTHOR = "Kennedy, H.L.",
        TITLE = "An Efficient Frequency-Domain Velocity-Filter Implementation for Dim
Target Detection",
        BOOKTITLE = DICTA10,
        YEAR = "2010",
        PAGES = "39-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125619"}

@inproceedings{bb129475,
        AUTHOR = "Kennedy, H.L.",
        TITLE = "Spatio-temporal Whitening of Imaging Sensor Data Streams Using
Three-Dimensional Linear Prediction",
        BOOKTITLE = DICTA08,
        YEAR = "2008",
        PAGES = "265-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125620"}

@inproceedings{bb129476,
        AUTHOR = "Sodagari, S. and Hesami, P. and Avanaki, A.N.",
        TITLE = "Image error concealment using edge map and linear prediction residue
watermarking and spatial smoothing",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "929-932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125621"}

@inproceedings{bb129477,
        AUTHOR = "Rajagopalan, R. and Orchard, M.T. and Ramchandran, K.",
        TITLE = "Optimal supports for linear predictive models",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "I: 785-789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125622"}

@inproceedings{bb129478,
        AUTHOR = "Bundschuh, B.",
        TITLE = "A linear predictor as a regularization function in adaptive image
restoration and reconstruction",
        BOOKTITLE = CAIP93,
        YEAR = "1993",
        PAGES = "118-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125623"}

@inproceedings{bb129479,
        AUTHOR = "Yan, L. and Smith, S.H.",
        TITLE = "Application of linear prediction characteristics to planar shape
classification",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "III:126-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125624"}

@inproceedings{bb129480,
        AUTHOR = "Huang, X.D. and Duncan, G. and Jack, M.A.",
        TITLE = "Robust linear prediction based on adaptive lattice filter",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "I: 191-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match577.html#TT125625"}

@article{bb129481,
        AUTHOR = "Wong, A.K.C. and Ghahraman, D.E.",
        TITLE = "Random Graphs: Structural-Contextual Dichotomy",
        JOURNAL = PAMI,
        VOLUME = "2",
        YEAR = "1980",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "341-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125626"}

@article{bb129482,
        AUTHOR = "Wong, A.K.C. and You, M.",
        TITLE = "Entropy and Distance of Random Graphs with Application to
Structural pattern Recognition",
        JOURNAL = PAMI,
        VOLUME = "7",
        YEAR = "1985",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "599-609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125627"}

@inproceedings{bb129483,
        AUTHOR = "You, M. and Wong, A.K.C.",
        TITLE = "An Algorithm for Graph Optimal Isomorphism",
        BOOKTITLE = ICPR84,
        YEAR = "1984",
        PAGES = "316-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125628"}

@article{bb129484,
        AUTHOR = "Pelkowitz, L.",
        TITLE = "A Continuous Relaxation Labeling Algorithm for Markov Random Fields",
        JOURNAL = SMC,
        VOLUME = "20",
        YEAR = "1990",
        PAGES = "709-715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125629"}

@article{bb129485,
        AUTHOR = "Li, S.Z.",
        TITLE = "Matching: Invariant to Translations, Rotations, and Scale Changes",
        JOURNAL = PR,
        VOLUME = "25",
        YEAR = "1992",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "583-594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125630"}

@inproceedings{bb129486,
        AUTHOR = "Li, S.Z.",
        TITLE = "A Markov Random Field Model for Object Matching under Relational
Constraints",
        BOOKTITLE = CVPR94,
        YEAR = "1994",
        PAGES = "866-869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125631"}

@inproceedings{bb129487,
        AUTHOR = "Li, S.Z.",
        TITLE = "Markov Random Field Models in Computer Vision",
        BOOKTITLE = ECCV94,
        YEAR = "1994",
        PAGES = "B:361-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125632"}

@book{bb129488,
        AUTHOR = "Li, S.Z.",
        TITLE = "Markov Random Field Modeling in Computer Vision",
        PUBLISHER = "Springer-Verlag",
        YEAR = "1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125633"}

@article{bb129489,
        AUTHOR = "Modestino, J.W. and Zhang, J.",
        TITLE = "A Markov Random Field Model-Based Approach to Image Interpretation",
        JOURNAL = PAMI,
        VOLUME = "14",
        YEAR = "1992",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "606-615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125634"}

@inproceedings{bb129490,
        AUTHOR = "Zhang, J. and Modestino, J.W.",
        TITLE = "A Markov Random Field Model-Based Approach to Image Interpretation",
        BOOKTITLE = CVPR89,
        YEAR = "1989",
        PAGES = "458-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125634"}

@article{bb129491,
        AUTHOR = "Kumar, S. and Hebert, M.",
        TITLE = "Discriminative Random Fields",
        JOURNAL = IJCV,
        VOLUME = "68",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "179-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125635"}

@inproceedings{bb129492,
        AUTHOR = "Kumar, S. and Hebert, M.",
        TITLE = "Discriminative random fields: a discriminative framework for contextual
interaction in classification",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "1150-1157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125636"}

@inproceedings{bb129493,
        AUTHOR = "Kumar, S. and August, J. and Hebert, M.",
        TITLE = "Exploiting Inference for Approximate Parameter Learning in
Discriminative Fields: An Empirical Study",
        BOOKTITLE = EMMCVPR05,
        YEAR = "2005",
        PAGES = "153-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125637"}

@article{bb129494,
        AUTHOR = "Liang, C.K. and Cheng, C.C. and Lai, Y.C. and Chen, L.G. and Chen, H.H.",
        TITLE = "Hardware-Efficient Belief Propagation",
        JOURNAL = CirSysVideo,
        VOLUME = "21",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "525-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125638"}

@article{bb129495,
        AUTHOR = "Sminchisescu, C. and Welling, M.",
        TITLE = "Generalized darting Monte Carlo",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2738-2748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125639"}

@article{bb129496,
        AUTHOR = "Ladicky, L. and Russell, C. and Kohli, P. and Torr, P.H.S.",
        TITLE = "Inference Methods for CRFs with Co-occurrence Statistics",
        JOURNAL = IJCV,
        VOLUME = "103",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "213-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125640"}

@inproceedings{bb129497,
        AUTHOR = "Ladicky, L. and Russell, C. and Kohli, P. and Torr, P.H.S.",
        TITLE = "Graph Cut Based Inference with Co-occurrence Statistics",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "V: 239-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125641"}

@inproceedings{bb129498,
        AUTHOR = "Ladicky, L. and Russell, C. and Kohli, P. and Torr, P.H.S.",
        TITLE = "Associative hierarchical CRFs for object class image segmentation",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "739-746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125642"}

@article{bb129499,
        AUTHOR = "Ladicky, L. and Russell, C. and Kohli, P. and Torr, P.H.S.",
        TITLE = "Associative Hierarchical Random Fields",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1056-1077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match578m1.html#TT125643"}

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