Distance metric learning for visual recognition
暂无分享,去创建一个
[1] David J. Kriegman,et al. Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.
[2] Quoc V. Le,et al. Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis , 2011, CVPR 2011.
[3] Cordelia Schmid,et al. Is that you? Metric learning approaches for face identification , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[4] Yoshua Bengio,et al. What regularized auto-encoders learn from the data-generating distribution , 2012, J. Mach. Learn. Res..
[5] Umar Mohammed,et al. Probabilistic Models for Inference about Identity , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[6] Ivor W. Tsang,et al. Distance metric learning with kernels , 2003 .
[7] David Zhang,et al. LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation , 2016, IEEE Transactions on Image Processing.
[8] Xudong Jiang,et al. Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[9] Leif Kobbelt,et al. Identifying Style of 3D Shapes using Deep Metric Learning , 2016, Comput. Graph. Forum.
[10] Kilian Q. Weinberger,et al. Distance Metric Learning for Large Margin Nearest Neighbor Classification , 2005, NIPS.
[11] Xiaogang Wang,et al. Human Reidentification with Transferred Metric Learning , 2012, ACCV.
[12] Hanjiang Lai,et al. Simultaneous feature learning and hash coding with deep neural networks , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[13] Dumitru Erhan,et al. Deep Neural Networks for Object Detection , 2013, NIPS.
[14] Shengcai Liao,et al. Deep Metric Learning for Person Re-identification , 2014, 2014 22nd International Conference on Pattern Recognition.
[15] Gang Hua,et al. Eigen-PEP for Video Face Recognition , 2014, ACCV.
[16] Ming Yang,et al. DeepFace: Closing the Gap to Human-Level Performance in Face Verification , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[17] Yuan Shi,et al. Geodesic flow kernel for unsupervised domain adaptation , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[18] Shiguang Shan,et al. Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[19] Qiang Yang,et al. Transfer Learning via Dimensionality Reduction , 2008, AAAI.
[20] Andrew Zisserman,et al. Fisher Vector Faces in the Wild , 2013, BMVC.
[21] Yun Fu,et al. Robust Transfer Metric Learning for Image Classification , 2017, IEEE Transactions on Image Processing.
[22] Matti Pietikäinen,et al. Learning Discriminant Face Descriptor , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[23] Yann LeCun,et al. Dimensionality Reduction by Learning an Invariant Mapping , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[24] Hamdi Dibeklioglu,et al. Graph-Based Kinship Recognition , 2014, 2014 22nd International Conference on Pattern Recognition.
[25] Xilin Chen,et al. Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[26] Xiaogang Wang,et al. Hybrid Deep Learning for Face Verification , 2013, 2013 IEEE International Conference on Computer Vision.
[27] Rainer Stiefelhagen,et al. Transfer metric learning for action similarity using high-level semantics , 2016, Pattern Recognit. Lett..
[28] Matthijs C. Dorst. Distinctive Image Features from Scale-Invariant Keypoints , 2011 .
[29] Oren Barkan,et al. Fast High Dimensional Vector Multiplication Face Recognition , 2013, 2013 IEEE International Conference on Computer Vision.
[30] Gang Wang,et al. Reconstruction-Based Metric Learning for Unconstrained Face Verification , 2015, IEEE Transactions on Information Forensics and Security.
[31] Chandra Kambhamettu,et al. Can faces verify blood-relations? , 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).
[32] Michael I. Jordan,et al. Distance Metric Learning with Application to Clustering with Side-Information , 2002, NIPS.
[33] Tsuhan Chen,et al. Towards computational models of kinship verification , 2010, 2010 IEEE International Conference on Image Processing.
[34] Jiebo Luo,et al. Understanding Kin Relationships in a Photo , 2012, IEEE Transactions on Multimedia.
[35] David J. Fleet,et al. Hamming Distance Metric Learning , 2012, NIPS.
[36] Richard D. Green,et al. Object Recognition by Stochastic Metric Learning , 2014, SEAL.
[37] Tal Hassner,et al. Face recognition in unconstrained videos with matched background similarity , 2011, CVPR 2011.
[38] Jiwen Lu,et al. Discriminative Multimetric Learning for Kinship Verification , 2014, IEEE Transactions on Information Forensics and Security.
[39] Shuicheng Yan,et al. Convolutional Fusion Network for Face Verification in the Wild , 2016, IEEE Transactions on Circuits and Systems for Video Technology.
[40] Stan Z. Li,et al. Learning Stacked Image Descriptor for Face Recognition , 2016, IEEE Transactions on Circuits and Systems for Video Technology.
[41] Albert Ali Salah,et al. Like Father, Like Son: Facial Expression Dynamics for Kinship Verification , 2013, 2013 IEEE International Conference on Computer Vision.
[42] Yee Whye Teh,et al. A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.
[43] Yong Luo,et al. Decomposition-Based Transfer Distance Metric Learning for Image Classification , 2014, IEEE Transactions on Image Processing.
[44] Dit-Yan Yeung,et al. Transfer Metric Learning with Semi-Supervised Extension , 2012, TIST.
[45] Feng Zhou,et al. Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning with Humans in the Loop , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[46] Chunheng Wang,et al. Deep nonlinear metric learning with independent subspace analysis for face verification , 2012, ACM Multimedia.
[47] Jiwen Lu,et al. Deep hashing for compact binary codes learning , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[48] Shengcai Liao,et al. Embedding Deep Metric for Person Re-identification: A Study Against Large Variations , 2016, ECCV.
[49] Horst Bischof,et al. Large scale metric learning from equivalence constraints , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[50] Shiguang Shan,et al. Face recognition on large-scale video in the wild with hybrid Euclidean-and-Riemannian metric learning , 2015, Pattern Recognit..
[51] Hong Chang,et al. A Kernel Approach for Semisupervised Metric Learning , 2007, IEEE Transactions on Neural Networks.
[52] Xiaolong Wang,et al. Kinship Measurement on Salient Facial Features , 2012, IEEE Transactions on Instrumentation and Measurement.
[53] David Zhang,et al. Robust Visual Knowledge Transfer via Extreme Learning Machine-Based Domain Adaptation , 2016, IEEE Transactions on Image Processing.
[54] Kihyuk Sohn,et al. Improved Deep Metric Learning with Multi-class N-pair Loss Objective , 2016, NIPS.
[55] Inderjit S. Dhillon,et al. Information-theoretic metric learning , 2006, ICML '07.
[56] Lorenzo Torresani,et al. Large Margin Component Analysis , 2006, NIPS.
[57] Shiguang Shan,et al. Side-Information based Linear Discriminant Analysis for Face Recognition , 2011, BMVC.
[58] Shiguang Shan,et al. Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[59] Stephen Lin,et al. Graph Embedding and Extensions: A General Framework for Dimensionality Reduction , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[60] Christoph H. Lampert,et al. Correlational spectral clustering , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[61] Ming Shao,et al. Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks , 2016, ACM Multimedia.
[62] Gang Wang,et al. Localized Multifeature Metric Learning for Image-Set-Based Face Recognition , 2016, IEEE Transactions on Circuits and Systems for Video Technology.
[63] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[64] Chunyan Miao,et al. Online multimodal deep similarity learning with application to image retrieval , 2013, ACM Multimedia.
[65] Massimiliano Pontil,et al. Large Margin Local Metric Learning , 2014, ECCV.
[66] Matti Pietikäinen,et al. Face Description with Local Binary Patterns: Application to Face Recognition , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[67] Peyman Milanfar,et al. Face Verification Using the LARK Representation , 2011, IEEE Transactions on Information Forensics and Security.
[68] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[69] Jonghyun Choi,et al. Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[70] Xiaogang Wang,et al. Deeply learned face representations are sparse, selective, and robust , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[71] Jiwen Lu,et al. The FG 2015 Kinship Verification in the Wild Evaluation , 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).
[72] Ethem Alpaydin,et al. Localized multiple kernel learning , 2008, ICML '08.
[73] Kavita Bala,et al. Learning visual similarity for product design with convolutional neural networks , 2015, ACM Trans. Graph..
[74] Xiang Yu,et al. Deep Metric Learning via Lifted Structured Feature Embedding , 2016 .
[75] Ivor W. Tsang,et al. Domain Transfer Multiple Kernel Learning , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[76] Shaogang Gong,et al. Associating Groups of People , 2009, BMVC.
[77] Pong C. Yuen,et al. Domain transfer support vector ranking for person re-identification under target cameras without label information , 2013 .
[78] Yaniv Taigman,et al. Descriptor Based Methods in the Wild , 2008 .
[79] Richa Singh,et al. Self-similarity representation of Weber faces for kinship classification , 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).
[80] Nir Ailon,et al. Deep Metric Learning Using Triplet Network , 2014, SIMBAD.
[81] Yang Song,et al. Learning Fine-Grained Image Similarity with Deep Ranking , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[82] Jiwen Lu,et al. Discriminative Deep Metric Learning for Face Verification in the Wild , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[83] Jian Sun,et al. Bayesian Face Revisited: A Joint Formulation , 2012, ECCV.
[84] Atilla Baskurt,et al. Triangular similarity metric learning for face verification , 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).
[85] Jiwen Lu,et al. Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild , 2014, ACCV.
[86] Tal Hassner,et al. Effective face frontalization in unconstrained images , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[87] Jiwen Lu,et al. Deep Metric Learning for Visual Tracking , 2016, IEEE Transactions on Circuits and Systems for Video Technology.
[88] David W. Jacobs,et al. Generalized Multiview Analysis: A discriminative latent space , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[89] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[90] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[91] Zhuowen Tu,et al. Deeply-Supervised Nets , 2014, AISTATS.
[92] Yun Fu,et al. Multiple feature fusion by subspace learning , 2008, CIVR '08.
[93] Rita Cucchiara,et al. 3DPeS: 3D people dataset for surveillance and forensics , 2011, J-HGBU '11.
[94] Rama Chellappa,et al. Domain adaptation for object recognition: An unsupervised approach , 2011, 2011 International Conference on Computer Vision.
[95] Du Tran,et al. Human Activity Recognition with Metric Learning , 2008, ECCV.
[96] Qiang Yang,et al. A Survey on Transfer Learning , 2010, IEEE Transactions on Knowledge and Data Engineering.
[97] Wen Gao,et al. Manifold–Manifold Distance and its Application to Face Recognition With Image Sets , 2012, IEEE Transactions on Image Processing.
[98] Jiwen Lu,et al. Local Large-Margin Multi-Metric Learning for Face and Kinship Verification , 2018, IEEE Transactions on Circuits and Systems for Video Technology.
[99] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[100] Frédéric Jurie,et al. PCCA: A new approach for distance learning from sparse pairwise constraints , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[101] Gang Hua,et al. Probabilistic Elastic Matching for Pose Variant Face Verification , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[102] Shiguang Shan,et al. Learning Prototype Hyperplanes for Face Verification in the Wild , 2013, IEEE Transactions on Image Processing.
[103] Tal Hassner,et al. Similarity Scores Based on Background Samples , 2009, ACCV.
[104] Gang Wang,et al. Multi-manifold deep metric learning for image set classification , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[105] Fei Xiong,et al. Person Re-Identification Using Kernel-Based Metric Learning Methods , 2014, ECCV.
[106] Jian Sun,et al. Face recognition with learning-based descriptor , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[107] Jiwen Lu,et al. Kinship verification from facial images under uncontrolled conditions , 2011, ACM Multimedia.
[108] Andrew Zisserman,et al. Deep Face Recognition , 2015, BMVC.
[109] Shaogang Gong,et al. Reidentification by Relative Distance Comparison , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[110] Qiang Yang,et al. Boosting for transfer learning , 2007, ICML '07.
[111] Peng Li,et al. Distance Metric Learning with Eigenvalue Optimization , 2012, J. Mach. Learn. Res..
[112] Dacheng Tao,et al. Bregman Divergence-Based Regularization for Transfer Subspace Learning , 2010, IEEE Transactions on Knowledge and Data Engineering.
[113] James Philbin,et al. FaceNet: A unified embedding for face recognition and clustering , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[114] Hai Tao,et al. Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features , 2008, ECCV.
[115] Jiwen Lu,et al. Deep transfer metric learning , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[116] Cordelia Schmid,et al. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[117] Li Bai,et al. Cosine Similarity Metric Learning for Face Verification , 2010, ACCV.
[118] Ivor W. Tsang,et al. Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[119] Marios Savvides,et al. Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios , 2015, IEEE Transactions on Image Processing.
[120] Dacheng Tao,et al. Multi-View Intact Space Learning , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[121] Jiwen Lu,et al. Sharable and Individual Multi-View Metric Learning , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[122] Lior Wolf,et al. The SVM-Minus Similarity Score for Video Face Recognition , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[123] Yann LeCun,et al. Learning a similarity metric discriminatively, with application to face verification , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[124] Tong Zhang,et al. A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , 2005, J. Mach. Learn. Res..
[125] Xiaogang Wang,et al. Deep Learning Face Representation by Joint Identification-Verification , 2014, NIPS.
[126] Heydi Mendez Vazquez,et al. Volume structured ordinal features with background similarity measure for video face recognition , 2013, 2013 International Conference on Biometrics (ICB).
[127] Vittorio Murino,et al. Custom Pictorial Structures for Re-identification , 2011, BMVC.
[128] Jiwen Lu,et al. Gabor-based gradient orientation pyramid for kinship verification under uncontrolled environments , 2012, ACM Multimedia.
[129] Rahul Sukthankar,et al. MatchNet: Unifying feature and metric learning for patch-based matching , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[130] Jiwen Lu,et al. Discriminative Deep Metric Learning for Face and Kinship Verification , 2017, IEEE Transactions on Image Processing.
[131] Brian Kulis,et al. Metric Learning: A Survey , 2013, Found. Trends Mach. Learn..
[132] Timo Ahonen,et al. Recognition of blurred faces using Local Phase Quantization , 2008, 2008 19th International Conference on Pattern Recognition.
[133] Philip S. Yu,et al. Adaptation Regularization: A General Framework for Transfer Learning , 2014, IEEE Transactions on Knowledge and Data Engineering.
[134] Nathan Srebro,et al. Fast maximum margin matrix factorization for collaborative prediction , 2005, ICML.
[135] Shaogang Gong,et al. Towards Open-World Person Re-Identification by One-Shot Group-Based Verification , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[136] Dit-Yan Yeung,et al. Transfer metric learning by learning task relationships , 2010, KDD.
[137] Stan Z. Li,et al. Towards Pose Robust Face Recognition , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[138] Ivor W. Tsang,et al. Domain Transfer SVM for video concept detection , 2009, CVPR 2009.
[139] Peng Li,et al. Similarity Metric Learning for Face Recognition , 2013, 2013 IEEE International Conference on Computer Vision.
[140] Honglak Lee,et al. Learning hierarchical representations for face verification with convolutional deep belief networks , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[141] Xiangyu Zhu,et al. High-fidelity Pose and Expression Normalization for face recognition in the wild , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[142] Jian Sun,et al. Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[143] Marwan Mattar,et al. Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments , 2008 .
[144] Dacheng Tao,et al. Classification with Noisy Labels by Importance Reweighting , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.