@inproceedings{bb142500,
AUTHOR = "Chen, W. and Tian, L. and Fan, L. and Wang, Y.",
TITLE = "Augmentation Invariant Training",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "2963-2971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138458"}
@inproceedings{bb142501,
AUTHOR = "Lin, C. and Guo, M. and Li, C. and Yuan, X. and Wu, W. and Yan, J. and Lin, D. and Ouyang, W.",
TITLE = "Online Hyper-Parameter Learning for Auto-Augmentation Strategy",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6578-6587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138459"}
@inproceedings{bb142502,
AUTHOR = "Hinterstoisser, S. and Pauly, O. and Heibel, H. and Martina, M. and Bokeloh, M.",
TITLE = "An Annotation Saved is an Annotation Earned:
Using Fully Synthetic Training for Object Detection",
BOOKTITLE = R6D19,
YEAR = "2019",
PAGES = "2787-2796",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138460"}
@inproceedings{bb142503,
AUTHOR = "Fong, R.",
TITLE = "Occlusions for Effective Data Augmentation in Image Classification",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4158-4166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138461"}
@inproceedings{bb142504,
AUTHOR = "Carlucci, F.M. and Russo, P. and Tommasi, T. and Caputo, B.",
TITLE = "Hallucinating Agnostic Images to Generalize Across Domains",
BOOKTITLE = TASKCV19,
YEAR = "2019",
PAGES = "3227-3234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138462"}
@inproceedings{bb142505,
AUTHOR = "Hong, S.E. and Kang, S.I. and Cho, D.H.",
TITLE = "Patch-Level Augmentation for Object Detection in Aerial Images",
BOOKTITLE = VisDrone19,
YEAR = "2019",
PAGES = "127-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138463"}
@inproceedings{bb142506,
AUTHOR = "Yu, A. and Grauman, K.",
TITLE = "Thinking Outside the Pool: Active Training Image Creation for Relative
Attributes",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "708-718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138464"}
@inproceedings{bb142507,
AUTHOR = "Cubuk, E.D. and Zoph, B. and Mane, D. and Vasudevan, V. and Le, Q.V.",
TITLE = "AutoAugment: Learning Augmentation Strategies From Data",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "113-123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138465"}
@inproceedings{bb142508,
AUTHOR = "Luo, Z.X. and Shen, T.W. and Zhou, L. and Zhang, J.R. and Yao, Y. and Li, S.W. and Fang, T. and Quan, L.",
TITLE = "ContextDesc: Local Descriptor Augmentation With Cross-Modality Context",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2522-2531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138466"}
@inproceedings{bb142509,
AUTHOR = "Alipourfard, T. and Arefi, H.",
TITLE = "Virtual Training Sample Generation by Generative Adversarial Networks
for Hyperspectral Images Classification",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "63-69",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138467"}
@inproceedings{bb142510,
AUTHOR = "Hoffmann, D.T. and Tzionas, D. and Black, M.J. and Tang, S.",
TITLE = "Learning to Train with Synthetic Humans",
BOOKTITLE = GCPR19,
YEAR = "2019",
PAGES = "609-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138468"}
@inproceedings{bb142511,
AUTHOR = "Chen, Z. and Huang, Y. and Wang, L.",
TITLE = "Augmented Visual-Semantic Embeddings for Image and Sentence Matching",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "290-294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138469"}
@inproceedings{bb142512,
AUTHOR = "Dou, Y.M. and Yu, X.R. and Li, J.P.",
TITLE = "Feature GANs: A Model for Data Enhancement and Sample Balance of
Foreign Object Detection in High Voltage Transmission Lines",
BOOKTITLE = CAIP19,
YEAR = "2019",
PAGES = "II:568-580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138470"}
@inproceedings{bb142513,
AUTHOR = "Bongini, P. and del Chiaro, R. and Bagdanov, A.D. and del Bimbo, A.",
TITLE = "GADA: Generative Adversarial Data Augmentation for Image Quality
Assessment",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "II:214-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138471"}
@inproceedings{bb142514,
AUTHOR = "Aguilar, E. and Radeva, P.",
TITLE = "Class-Conditional Data Augmentation Applied to Image Classification",
BOOKTITLE = CAIP19,
YEAR = "2019",
PAGES = "II:182-192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138472"}
@inproceedings{bb142515,
AUTHOR = "Carlson, A. and Skinner, K.A. and Vasudevan, R. and Johnson Roberson, M.",
TITLE = "Modeling Camera Effects to Improve Visual Learning from Synthetic Data",
BOOKTITLE = VLEASE18,
YEAR = "2018",
PAGES = "I:505-520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138473"}
@inproceedings{bb142516,
AUTHOR = "Liu, S.J. and Ostadabbas, S.",
TITLE = "A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines",
BOOKTITLE = HBU18,
YEAR = "2018",
PAGES = "II:395-408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138474"}
@inproceedings{bb142517,
AUTHOR = "Milz, S. and Rudiger, T. and Suss, S.",
TITLE = "Aerial GANeration: Towards Realistic Data Augmentation Using
Conditional GANs",
BOOKTITLE = CVUAV18,
YEAR = "2018",
PAGES = "II:59-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138475"}
@inproceedings{bb142518,
AUTHOR = "Patel, V. and Mujumdar, N. and Balasubramanian, P. and Marvaniya, S. and Mittal, A.",
TITLE = "Data Augmentation Using Part Analysis for Shape Classification",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "1223-1232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138476"}
@inproceedings{bb142519,
AUTHOR = "Summers, C. and Dinneen, M.J.",
TITLE = "Improved Mixed-Example Data Augmentation",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "1262-1270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138477"}
@inproceedings{bb142520,
AUTHOR = "Behpour, S. and Kitani, K. and Ziebart, B.",
TITLE = "ADA: Adversarial Data Augmentation for Object Detection",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "1243-1252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138478"}
@inproceedings{bb142521,
AUTHOR = "Pang, K.K. and Dong, M.Z. and Wu, Y. and Hospedales, T.M.",
TITLE = "Dynamic Ensemble Active Learning:
A Non-Stationary Bandit with Expert Advice",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2269-2276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138479"}
@inproceedings{bb142522,
AUTHOR = "Beluch, W.H. and Genewein, T. and Nurnberger, A. and Kohler, J.M.",
TITLE = "The Power of Ensembles for Active Learning in Image Classification",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9368-9377",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138480"}
@inproceedings{bb142523,
AUTHOR = "Gasparetto, A. and Ressi, D. and Bergamasco, F. and Pistellato, M. and Cosmo, L. and Boschetti, M. and Ursella, E. and Albarelli, A.",
TITLE = "Cross-Dataset Data Augmentation for Convolutional Neural Networks
Training",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "910-915",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138481"}
@inproceedings{bb142524,
AUTHOR = "Shi, H.J. and Wang, L. and Ding, G.T. and Yang, F.L. and Li, X.Q.",
TITLE = "Data Augmentation with Improved Generative Adversarial Networks",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "73-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138482"}
@inproceedings{bb142525,
AUTHOR = "Liu, X. and Zou, Y. and Kong, L. and Diao, Z. and Yan, J. and Wang, J. and Li, S. and Jia, P. and You, J.",
TITLE = "Data Augmentation via Latent Space Interpolation for Image
Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "728-733",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138483"}
@inproceedings{bb142526,
AUTHOR = "Huang, S.W. and Lin, C.T. and Chen, S.P. and Wu, Y.Y. and Hsu, P.H. and Lai, S.H.",
TITLE = "AugGAN: Cross Domain Adaptation with GAN-Based Data Augmentation",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "IX: 731-744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138484"}
@inproceedings{bb142527,
AUTHOR = "Liu, B. and Wang, X.D. and Dixit, M. and Kwitt, R. and Vasconcelos, N.M.",
TITLE = "Feature Space Transfer for Data Augmentation",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9090-9098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138485"}
@inproceedings{bb142528,
AUTHOR = "Merchant, A. and Syed, T. and Khan, B. and Munir, R.",
TITLE = "Appearance-based data augmentation for image datasets using contrast
preserving sampling",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1235-1240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138486"}
@inproceedings{bb142529,
AUTHOR = "Elezi, I. and Torcinovich, A. and Vascon, S. and Pelillo, M.",
TITLE = "Transductive Label Augmentation for Improved Deep Network Learning",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1432-1437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138487"}
@inproceedings{bb142530,
AUTHOR = "Nguyen, T.D. and Nguyen, V. and Le, T. and Phung, D.",
TITLE = "Distributed data augmented support vector machine on Spark",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "498-503",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138488"}
@inproceedings{bb142531,
AUTHOR = "d'Innocente, A. and Carlucci, F.M. and Colosi, M. and Caputo, B.",
TITLE = "Bridging Between Computer and Robot Vision Through Data Augmentation:
A Case Study on Object Recognition",
BOOKTITLE = CVS17,
YEAR = "2017",
PAGES = "384-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138489"}
@inproceedings{bb142532,
AUTHOR = "Wong, S.C. and Gatt, A. and Stamatescu, V. and McDonnell, M.D.",
TITLE = "Understanding Data Augmentation for Classification: When to Warp?",
BOOKTITLE = DICTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138490"}
@inproceedings{bb142533,
AUTHOR = "Fawzi, A. and Samulowitz, H. and Turaga, D. and Frossard, P.",
TITLE = "Adaptive data augmentation for image classification",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3688-3692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138491"}
@article{bb142534,
AUTHOR = "Yeung, D.Y. and Chang, H.",
TITLE = "Extending the relevant component analysis algorithm for metric learning
using both positive and negative equivalence constraints",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "5",
MONTH = "May",
PAGES = "1007-1010",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138492"}
@article{bb142535,
AUTHOR = "Chang, H. and Yeung, D.Y.",
TITLE = "Locally linear metric adaptation with application to semi-supervised
clustering and image retrieval",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "7",
MONTH = "July",
PAGES = "1253-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138493"}
@inproceedings{bb142536,
AUTHOR = "Chang, H. and Yeung, D.Y.",
TITLE = "Stepwise Metric Adaptation Based on Semi-Supervised Learning for
Boosting Image Retrieval Performance",
BOOKTITLE = BMVC05,
YEAR = "2005",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138494"}
@inproceedings{bb142537,
AUTHOR = "Chang, H. and Yeung, D.Y.",
TITLE = "Locally Smooth Metric Learning with Application to Image Retrieval",
BOOKTITLE = ICCV07,
YEAR = "2007",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138495"}
@article{bb142538,
AUTHOR = "Chang, H. and Yeung, D.Y.",
TITLE = "Kernel-based distance metric learning for content-based image retrieval",
JOURNAL = IVC,
VOLUME = "25",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "695-703",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138496"}
@inproceedings{bb142539,
AUTHOR = "Chang, H. and Yeung, D.Y.",
TITLE = "Graph Laplacian Kernels for Object Classification from a Single Example",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "II: 2011-2016",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138497"}
@article{bb142540,
AUTHOR = "Chang, H. and Yeung, D.Y. and Cheung, W.K.",
TITLE = "Relaxational metric adaptation and its application to semi-supervised
clustering and content-based image retrieval",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "10",
MONTH = "October",
PAGES = "1905-1917",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138498"}
@article{bb142541,
AUTHOR = "Lebanon, G.",
TITLE = "Metric Learning for Text Documents",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "497-508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138499"}
@article{bb142542,
AUTHOR = "Zhang, W. and Xue, X.Y. and Lu, H. and Guo, Y.F.",
TITLE = "Discriminant neighborhood embedding for classification",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "11",
MONTH = "November",
PAGES = "2240-2243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138500"}
@article{bb142543,
AUTHOR = "Zhang, W. and Xue, X.Y. and Sun, Z.C. and Lu, H. and Guo, Y.F.",
TITLE = "Metric learning by discriminant neighborhood embedding",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "6",
MONTH = "June",
PAGES = "2086-2096",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138501"}
@article{bb142544,
AUTHOR = "Liu, R.S. and Lin, Z.C. and Su, Z.X. and Tang, K.W.",
TITLE = "Feature extraction by learning Lorentzian metric tensor and its
extensions",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "3298-3306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138502"}
@article{bb142545,
AUTHOR = "Fu, Y. and Li, Z. and Huang, T.S. and Katsaggelos, A.K.",
TITLE = "Locally adaptive subspace and similarity metric learning for visual
data clustering and retrieval",
JOURNAL = CVIU,
VOLUME = "110",
YEAR = "2008",
NUMBER = "3",
MONTH = "June",
PAGES = "390-402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138503"}
@article{bb142546,
AUTHOR = "Sun, S.L.",
TITLE = "Local within-class accuracies for weighting individual outputs in
multiple classifier systems",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "2",
MONTH = "January",
PAGES = "119-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138504"}
@article{bb142547,
AUTHOR = "Yin, X.S. and Chen, S.C. and Hu, E.L. and Zhang, D.Q.",
TITLE = "Semi-supervised clustering with metric learning:
An adaptive kernel method",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1320-1333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138505"}
@article{bb142548,
AUTHOR = "Baghshah, M.S. and Shouraki, S.B.",
TITLE = "Non-linear metric learning using pairwise similarity and dissimilarity
constraints and the geometrical structure of data",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "8",
MONTH = "August",
PAGES = "2982-2992",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138506"}
@inproceedings{bb142549,
AUTHOR = "Babagholami Mohamadabadi, B. and Roostaiyan, S.M. and Zarghami, A. and Baghshah, M.S.",
TITLE = "Multi-Modal Distance Metric Learning:
A Bayesian Non-parametric Approach",
BOOKTITLE = TASKCV14,
YEAR = "2014",
PAGES = "63-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138507"}
@article{bb142550,
AUTHOR = "Geng, B. and Tao, D.C. and Xu, C.",
TITLE = "DAML: Domain Adaptation Metric Learning",
JOURNAL = IP,
VOLUME = "20",
YEAR = "2011",
NUMBER = "10",
MONTH = "October",
PAGES = "2980-2989",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138508"}
@article{bb142551,
AUTHOR = "Geng, B. and Tao, D.C. and Xu, C. and Yang, L.J. and Hua, X.S.",
TITLE = "Ensemble Manifold Regularization",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "6",
MONTH = "June",
PAGES = "1227-1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138509"}
@inproceedings{bb142552,
AUTHOR = "Geng, B. and Xu, C. and Tao, D.C. and Yang, L.J. and Hua, X.S.",
TITLE = "Ensemble manifold regularization",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "2396-2402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138510"}
@article{bb142553,
AUTHOR = "Yu, Y.L. and Jiang, J.Y. and Zhang, L.M.",
TITLE = "Distance metric learning by minimal distance maximization",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "639-649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138511"}
@article{bb142554,
AUTHOR = "Mian, A.S. and Hu, Y.Q. and Hartley, R.I. and Owens, R.A.",
TITLE = "Image Set Based Face Recognition Using Self-Regularized Non-Negative
Coding and Adaptive Distance Metric Learning",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "12",
PAGES = "5252-5262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138512"}
@article{bb142555,
AUTHOR = "Wang, Q.Y. and Yuen, P.C. and Feng, G.C.",
TITLE = "Semi-supervised metric learning via topology preserving multiple
semi-supervised assumptions",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "9",
MONTH = "September",
PAGES = "2576-2587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138513"}
@article{bb142556,
AUTHOR = "Assi, K.C. and Labelle, H. and Cheriet, F.",
TITLE = "Modified Large Margin Nearest Neighbor Metric Learning for Regression",
JOURNAL = SPLetters,
VOLUME = "21",
YEAR = "2014",
NUMBER = "3",
MONTH = "March",
PAGES = "292-296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138514"}
@article{bb142557,
AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
TITLE = "Transfer metric learning for action similarity using high-level
semantics",
JOURNAL = PRL,
VOLUME = "72",
YEAR = "2016",
NUMBER = "1",
PAGES = "82-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138515"}
@inproceedings{bb142558,
AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
TITLE = "What to Transfer? High-Level Semantics in Transfer Metric Learning
for Action Similarity",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "2775-2780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138516"}
@article{bb142559,
AUTHOR = "Wang, J. and Deng, Z.H. and Choi, K.S. and Jiang, Y.Z. and Luo, X.Q. and Chung, F.L. and Wang, S.T.",
TITLE = "Distance metric learning for soft subspace clustering in composite
kernel space",
JOURNAL = PR,
VOLUME = "52",
YEAR = "2016",
NUMBER = "1",
PAGES = "113-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138517"}
@article{bb142560,
AUTHOR = "Dai, S.L. and Man, H.",
TITLE = "Statistical adaptive metric learning in visual action feature set
recognition",
JOURNAL = IVC,
VOLUME = "55, Part 2",
YEAR = "2016",
NUMBER = "1",
PAGES = "138-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138518"}
@inproceedings{bb142561,
AUTHOR = "Dai, S.L. and Man, H.",
TITLE = "Statistical Adaptive Metric Learning for Action Feature Set Recognition
in the Wild",
BOOKTITLE = ISVC15,
YEAR = "2015",
PAGES = "I: 657-667",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138519"}
@article{bb142562,
AUTHOR = "Bosveld, J. and Mahmood, A. and Huynh, D.Q. and Noakes, L.",
TITLE = "Constrained Metric Learning by Permutation Inducing Isometries",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "1",
MONTH = "January",
PAGES = "92-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138520"}
@article{bb142563,
AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
TITLE = "Learning a Distance Metric from Relative Comparisons between
Quadruplets of Images",
JOURNAL = IJCV,
VOLUME = "121",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "65-94",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138521"}
@inproceedings{bb142564,
AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
TITLE = "Fantope Regularization in Metric Learning",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "1051-1058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138522"}
@inproceedings{bb142565,
AUTHOR = "Law, M.T. and Thome, N. and Cord, M.",
TITLE = "Quadruplet-Wise Image Similarity Learning",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "249-256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138523"}
@inproceedings{bb142566,
AUTHOR = "Law, M.T. and Yu, Y. and Cord, M. and Xing, E.P.",
TITLE = "Closed-Form Training of Mahalanobis Distance for Supervised
Clustering",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3909-3917",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138524"}
@article{bb142567,
AUTHOR = "Faraki, M. and Harandi, M.T. and Porikli, F.M.",
TITLE = "No fuss metric learning, a Hilbert space scenario",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "83-89",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138525"}
@article{bb142568,
AUTHOR = "Noh, Y.K. and Zhang, B.T. and Lee, D.D.",
TITLE = "Generative Local Metric Learning for Nearest Neighbor Classification",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "106-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138526"}
@article{bb142569,
AUTHOR = "Lu, J.W. and Wang, R.P. and Mian, A. and Kumar, A. and Sarkar, S.",
TITLE = "Distance metric learning for pattern recognition",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "1-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138527"}
@article{bb142570,
AUTHOR = "Liang, J.Q. and Hu, Q.H. and Zhu, P.F. and Wang, W.W.",
TITLE = "Efficient multi-modal geometric mean metric learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "188-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138528"}
@article{bb142571,
AUTHOR = "Li, J.H. and Wang, C.D. and Li, P.Z. and Lai, J.H.",
TITLE = "Discriminative metric learning for multi-view graph partitioning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "199-213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138529"}
@article{bb142572,
AUTHOR = "Zhai, D.M. and Liu, X.M. and Chang, H. and Zhen, Y. and Chen, X.L. and Guo, M. and Gao, W.",
TITLE = "Parametric Local Multiview Hamming Distance Metric Learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "250-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138530"}
@article{bb142573,
AUTHOR = "Li, W.B. and Gao, Y. and Wang, L. and Zhou, L.P. and Huo, J. and Shi, Y.H.",
TITLE = "OPML: A one-pass closed-form solution for online metric learning",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "302-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138531"}
@article{bb142574,
AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
TITLE = "Learning local metrics from pairwise similarity data",
JOURNAL = PR,
VOLUME = "75",
YEAR = "2018",
NUMBER = "1",
PAGES = "315-326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138532"}
@inproceedings{bb142575,
AUTHOR = "Bohne, J. and Ying, Y.M. and Gentric, S. and Pontil, M.",
TITLE = "Large Margin Local Metric Learning",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "II: 679-694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138533"}
@article{bb142576,
AUTHOR = "Wang, D. and Tan, X.",
TITLE = "Robust Distance Metric Learning via Bayesian Inference",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1542-1553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138534"}
@article{bb142577,
AUTHOR = "Sui, X.P.L. and Xu, L. and Qian, X.N. and Liu, T.",
TITLE = "Convex clustering with metric learning",
JOURNAL = PR,
VOLUME = "81",
YEAR = "2018",
PAGES = "575-584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138535"}
@article{bb142578,
AUTHOR = "Nguyen, B. and de Baets, B.",
TITLE = "An approach to supervised distance metric learning based on
difference of convex functions programming",
JOURNAL = PR,
VOLUME = "81",
YEAR = "2018",
PAGES = "562-574",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138536"}
@article{bb142579,
AUTHOR = "Wang, C. and Peng, G.H. and de Baets, B.",
TITLE = "Class-specific discriminative metric learning for scene recognition",
JOURNAL = PR,
VOLUME = "126",
YEAR = "2022",
PAGES = "108589",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138537"}
@article{bb142580,
AUTHOR = "Lv, X.M. and Duan, F.J.",
TITLE = "Metric learning via feature weighting for scalable image retrieval",
JOURNAL = PRL,
VOLUME = "109",
YEAR = "2018",
PAGES = "97-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138538"}
@article{bb142581,
AUTHOR = "Zhong, G. and Zheng, Y. and Li, S. and Fu, Y.",
TITLE = "SLMOML: Online Metric Learning With Global Convergence",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2460-2472",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138539"}
@article{bb142582,
AUTHOR = "Han, J. and Cheng, G. and Li, Z. and Zhang, D.",
TITLE = "A Unified Metric Learning-Based Framework for Co-Saliency Detection",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "2473-2483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138540"}
@article{bb142583,
AUTHOR = "Liu, W.W. and Xu, D. and Tsang, I.W. and Zhang, W.J.",
TITLE = "Metric Learning for Multi-Output Tasks",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "408-422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138541"}
@article{bb142584,
AUTHOR = "Chen, X. and He, L. and Xu, C. and Liu, J.",
TITLE = "Distance-Dependent Metric Learning",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "357-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138542"}
@article{bb142585,
AUTHOR = "Rivero, R. and Onuma, Y.Y. and Kato, T.",
TITLE = "Threshold Auto-Tuning Metric Learning",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "1163-1170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138543"}
@article{bb142586,
AUTHOR = "Wu, Y. and Wang, S. and Song, G. and Huang, Q.",
TITLE = "Online Asymmetric Metric Learning With Multi-Layer Similarity
Aggregation for Cross-Modal Retrieval",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "4299-4312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138544"}
@article{bb142587,
AUTHOR = "Wu, Y. and Wang, S. and Huang, Q.",
TITLE = "Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal
Retrieval",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1310-1322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138545"}
@article{bb142588,
AUTHOR = "Taheri, M. and Moslehi, Z. and Mirzaei, A. and Safayani, M.",
TITLE = "A self-adaptive local metric learning method for classification",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138546"}
@article{bb142589,
AUTHOR = "Kan, S.C. and Zhang, L. and He, Z.H. and Cen, Y.G. and Chen, S.M. and Zhou, J.",
TITLE = "Metric learning-based kernel transformer with triplets and label
constraints for feature fusion",
JOURNAL = PR,
VOLUME = "99",
YEAR = "2020",
PAGES = "107086",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138547"}
@article{bb142590,
AUTHOR = "Horiguchi, S. and Ikami, D. and Aizawa, K.",
TITLE = "Significance of Softmax-Based Features in Comparison to Distance
Metric Learning-Based Features",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1279-1285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138548"}
@article{bb142591,
AUTHOR = "Le, Y.Z. and Feng, Y. and Liu, D.J. and Qiang, B.H.",
TITLE = "Adversarial Metric Learning with Naive Similarity Discriminator",
JOURNAL = IEICE,
VOLUME = "E103-D",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1406-1413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138549"}
@article{bb142592,
AUTHOR = "Levada, A.L.M.",
TITLE = "Parametric PCA for unsupervised metric learning",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "425-430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138550"}
@article{bb142593,
AUTHOR = "Connor, R. and Dearle, A. and Mic, V. and Zezula, P.",
TITLE = "On the application of convex transforms to metric search",
JOURNAL = PRL,
VOLUME = "138",
YEAR = "2020",
PAGES = "563-570",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138551"}
@article{bb142594,
AUTHOR = "Hu, C. and Song, J.T. and Chen, J.S. and Wang, R. and Wu, X.J.",
TITLE = "Manifold-based multi-graph embedding for semi-supervised
classification",
JOURNAL = PRL,
VOLUME = "182",
YEAR = "2024",
PAGES = "53-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138552"}
@article{bb142595,
AUTHOR = "Wang, R. and Wu, X.J. and Kittler, J.V.",
TITLE = "Graph Embedding Multi-Kernel Metric Learning for Image Set
Classification With Grassmannian Manifold-Valued Features",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "228-242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138553"}
@article{bb142596,
AUTHOR = "Wang, R. and Wu, X.J. and Xu, T.Y. and Hu, C. and Kittler, J.V.",
TITLE = "Deep Metric Learning on the SPD Manifold for Image Set Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "663-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138554"}
@inproceedings{bb142597,
AUTHOR = "Wang, R. and Wu, X.J. and Chen, K. and Kittler, J.V.",
TITLE = "Multiple Manifolds Metric Learning with Application to Image Set
Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "627-632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138555"}
@article{bb142598,
AUTHOR = "Jiang, W. and Huang, K. and Geng, J. and Deng, X.",
TITLE = "Multi-Scale Metric Learning for Few-Shot Learning",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "1091-1102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138556"}
@article{bb142599,
AUTHOR = "Chen, F.Y. and Shao, J. and Zhang, Y.H. and Xu, X. and Shen, H.T.",
TITLE = "Interclass-Relativity-Adaptive Metric Learning for Cross-Modal
Matching and Beyond",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "3073-3084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138557"}
Last update:Apr 6, 2026 at 11:28:57