[2024]        [2023]       [2022]       [2021]       [2020]       [2019]       [2018]       [2017]       [2016]       [Before 2016]

Journal Papers

  • Jiwen Lu, Venice Erin Liong, Xiuzhuang Zhou, and Jie Zhou, Learning Compact Binary Face Descriptor for Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 10, pp. 2041-2056, 2015.
  • Jiwen Lu, Venice Erin Liong, and Jie Zhou, Cost-sensitive Local Binary Feature Learning for Facial Age Estimation, IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 5356-5368, 2015.
  • Jiwen Lu, Venice Erin Liong, Gang Wang, and Pierre Moulin, Joint Feature Learning for Face Recognition, IEEE Transactions on Information Forensics and Security, vol. 10, no. 7. pp. 1371-1383, 2015.
  • Jiwen Lu, Gang Wang, Weihong Deng, and Kui Jia, Reconstruction-Based Metric Learning for Unconstrained Face Verification, IEEE Transactions on Information Forensics and Security, vol. 10, no. 1, pp. 79-89, 2015.
  • Yi Jin, Jiwen Lu, and Qiuqi Ruan, Coupled Discriminative Feature Learning for Heterogeneous Face Recognition, IEEE Transactions on Information Forensics and Security, vol. 10, no. 3, pp. 640-652, 2015.
  • Anran Wang, Jiwen Lu, Jianfei Cai, Tat-Jen Cham and Gang Wang, Large-margin Multi-modal Deep Learning for RGB-D Object Recognition, IEEE Transactions on Multimedia, vol. 17, no. 11, pp. 1887-1898, 2015.
  • Abrar H. Abdulnabi, Gang Wang, Jiwen Lu, and Kui Jia, Multi-task CNN Models for Attribute Prediction, IEEE Transactions on Multimedia, vol. 17, no. 11, pp.1949-1959, 2015.
  • Haibin Yan, Jiwen Lu, and Xiuzhuang Zhou, Prototype-based Discriminative Feature Learning for Kinship Verification, IEEE Transactions on Cybernetics, vol. 45, no. 11, pp. 2535-2545, 2015.
  • Anran Wang, Jiwen Lu, Jianfei Cai, Gang Wang, and Tat-Jen Cham, Unsupervised Joint Feature Learning and Encoding for RGB-D Scene Labeling, IEEE Transactions on Image Processing, vol. 24, no. 11, pp. 4459-4473, 2015.
  • Tsung-Han Chan, Kui Jia, Shenghua Gao, Jiwen Lu, Zinan Zeng, and Yi Ma, PCANet: A Simple Deep Learning Baseline for Image Classification?, IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 5017-5032, 2015.
  • Sheng Huang, Ahmed Elgammal, Jiwen Lu, and Dan Yang, Cross-speed Gait Recognition Using Speed-invariant Gait Templates and Globality-locality Preserving Projections, IEEE Transactions on Information Forensics and Security, vol. 10, no. 10, pp. 2071-2083, 2015.
  • Shenghua Gao, Yuting Zhang, Kui Jia, Jiwen Lu, and Yingying Zhang, Single Sample Face Recognition via Learning Deep Supervised Autoencoders, IEEE Transactions on Information Forensics and Security, vol. 10, no. 10, pp. 2108-2118, 2015.
  • Venice Erin Liong, Jiwen Lu, and Yongxin Ge, Regularized Local Metric Learning for Person Re-identification, Pattern Recognition Letters, vol. 68, no. 16, pp. 288-296, 2015.
  • Abrar H. Abdulnabi, Gang Wang, Jiwen Lu, and Kui Jia, Multi-Task CNN Model for Attribute Prediction, IEEE Transactions on Multimedia, vol. 17, no.11, pp. 1949-1959, 2015.
  • Jiwen Lu, Xiuzhuang Zhou, Yap-Peng Tan, Yuanyuan Shang, and Jie Zhou, Neighborhood Repulsed Metric Learning for Kinship Verification, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 2, pp. 331-345, 2014.
  • Jiwen Lu, Gang Wang, and Pierre Moulin, Human identity and gender Recognition from Gait Sequences with Arbitrary Walking Directions, IEEE Transactions on Information Forensics and Security, vol. 9, no. 1, pp. 51-61, 2014.
  • Weihong Deng, Jiani Hu, Jiwen Lu, and Jun Guo, Transform-invariant PCA: A Unified Approach to Fully Automatic Face Alignment, Representation, and Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 6, pp. 1275-1284, 2014.
  • Haibin Yan, Jiwen Lu, Weihong Deng, and Xiuzhuang Zhou, Discriminative Multimetric Learning for Kinship Verification, IEEE Transactions on Information Forensics and Security, vol. 9, no. 7, pp. 1169-1178, 2014.
  • Jiwen Lu, Yap-Peng Tan, and Gang Wang, Discriminative Multimanifold Analysis for Face Recognition from a Single Training Sample Per Person, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 1, pp. 39-51, 2013.
  • Jiwen Lu, Yap-Peng Tan, Gang Wang, and Gao Yang, Image-to-Set Face Recognition Using Locality Repulsion Projections and Sparse Reconstruction-based Similarity Measure, IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 6, pp. 1070-1080, 2013.
  • Jiwen Lu and Yap-Peng Tan, Cost-sensitive Subspace Analysis and Extensions for Face Recognition, IEEE Transactions on Information Forensics and Security, vol. 8, no. 3, pp. 510-519, 2013.
  • Jiwen Lu and Yap-Peng Tan, Ordinary Preserving Manifold Analysis for Human Age and Head Pose Estimation, IEEE Transactions on Human-Machine Systems, vol. 43, no. 2, pp. 249-258, 2013.
  • Jiwen Lu, Xiuzhuang Zhou, Yap-Peng Tan, Yuanyuan Shang, and Jie Zhou, Cost-sensitive Semi-supervised Discriminant Analysis for Face Recognition, IEEE Transactions on Information Forensics and Security, vol. 7, no. 3, pp. 944-953, 2012.
  • Xiuzhuang Zhou, Yao Lu, Jiwen Lu, and Jie Zhou, Abrupt Motion Tracking via Intensively Adaptive Markov-Chain Monte Carlo Sampling, IEEE Transactions on Image Processing, vol. 21, no. 2, pp. 789-801, 2012.
  • Jiwen Lu and Yap-Peng Tan, Nearest Feature Space Analysis for Classification, IEEE Signal Processing Letters, vol. 18, no. 1, pp. 55-58, 2011.
  • Jiwen Lu and Yap-Peng Tan, Gait-based Human Age Estimation, IEEE Transactions on Information Forensics and Security, vol. 5, no. 4, pp. 761-770, 2010.
  • Jiwen Lu and Yap-Peng Tan, A Doubly Weighted Approach for Appearance -based Subspace Learning Methods, IEEE Transactions on Information Forensics and Security, vol. 5, no. 1, pp. 71-81, 2010.
  • Jiwen Lu and Yap-Peng Tan, Regularized Locality Preserving Projections and Its Extensions for Face Recognition, IEEE Transactions on Systems, Mans, and Cybernetics, Part B, vol. 40, no. 3, pp. 958-963, 2010.
  • Jiwen Lu and Yap-Peng Tan, Uncorrelated Discriminant Nearest Feature Line Analysis for Face Recognition, IEEE Signal Processing Letters, vol. 17, no. 2, pp. 185-188, 2010.
  • Jiwen Lu and Yap-Peng Tan, Uncorrelated Discriminant Simplex Analysis for View-invariant Gait signal Computing, Pattern Recognition Letters, vol. 31, no. 5, pp. 382-393, 2010.
  • Jiwen Lu and Erhu Zhang, Gait Recognition for Human Identification Based on ICA and Fuzzy SVM through Multiple Views Fusion, Pattern Recognition Letters, vol. 28, no. 16, pp. 2401-2411, 2007.


Conference Papers

  • Jiwen Lu, Venice Erin Liong, and Jie Zhou, Simultaneous Local Binary Feature Learning and Encoding for Face Recognition, ICCV, 2015.
  • Lin Ma, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Multiple Feature fusion via Weighted Entropy for Visual Tracking, ICCV, 2015.
  • Anran Wang, Jianfei Cai, Jiwen Lu, and Tat Jen Cham, MMSS: Multi-modal Sharable and Specific Feature Learning for RGB-D Object Recognition, ICCV, 2015.
  • Xianglong Liu, Lei Huang, Cheng Deng, Jiwen Lu, and Bo Lang, Multi-view complementary Hash Tables for Nearest Neighbor Search, ICCV, 2015.
  • Lin Ma, Xiaoqin Zhang, Weiming Hu, Junliang Xing, Jiwen Lu, and Jie Zhou, Local Subspace Collaborated Tracking, ICCV, 2015.
  • Jiwen Lu, Gang Wang, Weihong Deng, Pierre Moulin, and Jie Zhou, Multi-manifold Deep Metric Learning for Image Set Classification, CVPR, 2015.
  • Venice Erin Liong, Jiwen Lu, Gang Wang, Pierre Moulin, and Jie Zhou, Deep Hashing for Compact Binary Codes Learning, CVPR, 2015.
  • Junlin Hu, Jiwen Lu, and Yap-Peng Tan, Deep Transfer Metric Learning, CVPR, 2015.
  • Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan, Songcan Chen, Shahar Mahpod, Yosi Keller, Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt, Modesto Castrillon-Santana, and Javier Lorenzo-Navarro, The FG 2015 Kinship Verification in the Wild Evaluation, FG, 2015. (oral)
  • Junlin Hu, Jiwen Lu, and Yap-Peng Tan, Fine-grained Face Verification: Dataset and Baseline Results, ICB, 2015.
  • Junlin Hu, Jiwen Lu, Xiuzhuang Zhou, and Yap-Peng Tan, Discriminative Transfer Learning for Single-sample Face Recognition, ICB, 2015.
  • Yi Jin, Jiwen Lu, and Qiuqi Ruan, Large Margin Coupled Feature Learning for Cross-modal Face Recognition, ICB, 2015.
  • Venice Erin Liong, Yongxin Ge, and Jiwen Lu, Discriminative Regularized Metric Learning for Person Re-identification, ICB, 2015.
  • Junlin Hu, Jiwen Lu, Junsong Yuan, and Yap-Peng Tan, Large Margin Multi-metric Learning for Face and Kinship Verification in the wild, ACCV, 2014.
  • Viet Anh Nguyen, Jiwen Lu, Minh N. Do, Supervised Discriminative Hashing for Compact Binary Codes, ACM MM, 2014. (short paper)
  • Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Jie Zhou, Modesto Castrillon-Santana, Javier Lorenzo-Navarro, Lu Kou, Yuanyuan Shang, Andrea Bottino, and Tiago Figueiredo Vieira, Kinship Verification in the Wild: The First Kinship Verification Competition, IJCB, 2014. (oral)
  • Jiwen Lu, Gang Wang, Weihong Deng, and Pierre Moulin, Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition, ECCV, 2014.
  • Tzu-Yi Hung, Jiwen Lu, Yap-Peng Tan, and Shenghua Gao, Efficient Sparsity Estimation via Marginal-Lasso Coding, ECCV, 2014.
  • Anran Wang, Jiwen Lu, Gang Wang, Jianfei Cai, and Tat-Jen Cham, Multi-modal Unsupervised Feature Learning for RGB-D Scene Labeling, ECCV, 2014.
  • Yi Jin, Jiwen Lu, Qiuqi Ruan, and Yap-Peng Tan, Complete Discriminative Feature Learning: A New Approach for Heterogeneous Face Recognition, ICME, 2014.
  • Junlin Hu, Jiwen Lu, and Yap-Peng Tan, Discriminative Deep Metric Learning for Face Verification in the Wild, CVPR, 2014.
  • Anran Wang, Jiwen Lu, Jianfei Cai, Gang Wang, and Tat-Jen Cham, Estimating Spatial Layout of Rooms from RGB-D Videos, MMSP, 2014. (Top 10% Paper Award)
  • Jiwen Lu, Gang Wang, and Pierre Moulin, Image Set Classification Using Holistic Multiple Order Statistics Features and Localized Multi-kernel Metric Learning, ICCV, 2013.
  • Renliang Weng, Jiwen Lu, Junlin Hu, Gao Yang, and Yap-Peng Tan, Robust Feature Set Matching for Partial Face Recognition, ICCV, 2013.
  • Junlin Hu, Jiwen Lu, and Yap-Peng Tan, Robust Partial Face Recognition Using Instance-to-class Distance, VCIP, 2013.
  • Tzu-Yi Hung, Jiwen Lu, Yap-Peng Tan, Graph-based Sparse Coding and Embedding for Activity-based Human Identification, ICME, 2013. (oral)
  • Likun Huang, Jiwen Lu, Yap-Peng Tan, Collaborative Reconstruction-based Manifold-manifold Distance for Face Recognition with Image Sets, ICME, 2013.
  • Junlin Hu, Yongxin Ge, Jiwen Lu, and Xin Feng Makeup-robust Face Verification, ICASSP, 2013.
  • Yongxin Ge, Jiwen Lu, Wu Fan, and Dan Yang, Age Estimation from Human Body Images, ICASSP, 2013.
  • Tzu-Yi Hung, Jiwen Lu, Junlin Hu, Yap-Peng Tan, and Yongxin Ge, Activity-based Human Identification, ICASSP, 2013.
  • Tzu-Yi Huang, Jiwen Lu, Yap-Peng Tan, Cross-Scene Abnormal Event Detection, ISCAS, 2013.
  • Diana Sungatullina, Jiwen Lu, Gang Wang, Pierre Moulin, Multiview Discriminative Learning for Age-Invariant Face Recognition, FG, 2013.
  • Renliang Weng, Jiwen Lu, Gao Yang, Yap-Peng Tan, Multi-Feature Ordinal Ranking for Facial Age Estimation, FG, 2013.
  • Jiwen Lu, Gang Wang, and Thomas Huang, Gait-based Gender Classification in Unconstrained Environments, ICPR, 2012. (oral)
  • Likun Huang, Jiwen Lu, and Yap-Peng Tan, Learning Modality-invariant Features for Heterogeneous Face Recognition, ICPR, 2012. (oral)
  • Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, and Yuanyuan Shang, Activity-based Person Identification Using Sparse Coding and Discriminative Metric Learning, ACM MM, 2012. (short paper)
  • Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang, Yap-Peng Tan, and Gang Wang, Neighborhood Repulsed Metric Learning for Kinship Verification, CVPR, 2012.
  • Xiuzhuang Zhou, Jiwen Lu, Junlin Hu, and Yuanyuan Shang, Gabor-based Gradient Orientation Pyramid for Kinship Verification under Uncontrolled Environments, ACM MM,2012. (short paper)
  • Likun Huang, Jiwen Lu, Gao Yang, and Yap-Peng Tan, Generalized Subspace Distance for Set-to-set Image Classification, ISCAS, 2012. (oral)
  • Jiwen Lu, Yap-Peng Tan, and Gang Wang, Discriminative Multi-manifold Analysis for Face Recognition from a Single Training Sample Per Person, ICCV, 2011.
  • Jiwen Lu and Yap-Peng Tan, Adaptive Maximum Margin Criterion for Image Classification, ICME, 2011. (oral)
  • Jiwen Lu and Yap-Peng Tan, Locality Repulsion Projections for Image-to-set Face Recognition, ICME, 2011. (oral)
  • Nini Liu, Jiwen Lu, Yap-Peng Tan, and Maodong Li, Set-to-set Gait Recognition Across Varying Views and Walking Conditions, ICME, 2011. (oral)
  • Jiwen Lu and Yap-Peng Tan, Fusing Shape and Texture Information for Facial Age Estimation, ICASSP, 2011.
  • Xiuzhuang Zhou, Junlin Hu, Jiwen Lu, Yuanyuan Shang, and Yong Guan, Kinship Verification from Facial Images under Uncontrolled Conditions, ACM MM, 2011 (short)
  • Tian Xia, Jiwen Lu, and Yap-Peng Tan, Face Recognition Using an Enhanced Age Simulation Method, VCIP, 2011. (oral)
  • Jiwen Lu and Yap-Peng Tan, Cost-sensitive Subspace Learning for Human Age Estimation, ICIP, 2010. (oral)
  • Jiwen Lu and Yap-Peng Tan, View Recognition of Human Gait Sequences in Videos, ICIP, 2010. (oral)
  • Jiwen Lu and Yap-Peng Tan, Cost-sensitive Subspace Learning for Face Recognition, CVPR, 2010.
  • Jiwen Lu and Yap-Peng Tan, Gait-based Human Age Estimation, ICASSP, 2010. (oral)
  • Jiwen Lu and Yap-Peng Tan, Doubly Weighted Nonnegative Matrix Factorization for Imbalanced Face Recognition, ICASSP, 2009.
  • Jiwen Lu and Yap-Peng Tan, Two-directional Two-dimensional Discriminant Locality Preserving Projections for Image Recognition, ICASSP, 2009.
  • Jiwen Lu and Yap-Peng Tan, Uncorrelated Multilinear Geometry Preserving Projections for Multimodal Biometrics Recognition, ISCAS, 2009. (oral)
  • Nini Liu, Jiwen Lu, Yap-Peng Tan, and Zhenzhong Chen, Enhanced Gait Recognition Based on Weighted Dynamic Feature, ICIP, 2009.