Journal Papers
- Jiwen Lu, Junlin Hu, and Jie Zhou, Deep Metric Learning for Visual Understanding: An Overview of Recent Advances, IEEE Signal Processing Magazine, vol. 34, no. 6, pp. 76-84, 2017.
- Jiwen Lu, Venice Erin Liong, and Jie Zhou, Deep Hashing for Scalable Image Search, IEEE Transactions on Image Processing, vol. 26, no. 5, pp. 2352-2367, 2017.
- Jiwen Lu, Gang Wang, and Jie Zhou, Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition, IEEE Transactions on Image Processing, vol. 26, no. 8, pp. 4042-4054, 2017.
- Jiwen Lu, Junlin Hu, and Yap-Peng Tan, Discriminative Deep Metric Learning for Face and Kinship Verification, IEEE Transactions on Image Processing, vol. 26, no. 9, pp. 4269-4282, 2017.
- Yueqi Duan, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Learning Rotation-invariant Local Binary Descriptor, IEEE Transactions on Image Processing, vol. 26, no. 8, pp. 3636-3651, 2017.
- Hao Liu, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Learning Deep Sharable and Structural Detectors for Face Alignment, IEEE Transactions on Image Processing, vol. 26, no. 4, pp. 1666-1678, 2017.
- Zhixiang Chen, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Nonlinear Discrete Hashing, IEEE Transactions on Multimedia, vol. 19, no. 1, pp. 123-135, 2017.
- Zhixiang Chen, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Nonlinear Sparse Hashing, IEEE Transactions on Multimedia, vol. 19, no. 9, pp. 1996-2009, 2017.
- Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, and Jie Zhou, Deep Video Hashing, IEEE Transactions on Multimedia, vol. 19, no. 6, pp. 1209-1219, 2017.
- Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, and Jie Zhou, Deep Coupled Metric Learning for Cross-modal Matching, IEEE Transactions on Multimedia, vol. 19, no. 6, pp. 1234-1244, 2017.
- Xi Peng, Jiwen Lu, Zhan Yi, and Rui Yan, Automatic Subspace Learning via Principal Coefficients Embedding, IEEE Transactions on Cybernetics, vol. 47, no. 11, pp.3583-3596, 2017.
- Yuebin Wang, Liqiang Zhang, Hao Deng, Jiwen Lu, Haiyang Huang, Liang Zhang, Jun Liu, Hong Tang, and Xiaoyun Xing, Learning a Discriminative Distance Metric with Label Consistency for Scene Classification, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 8, pp. 4427-4440, 2017.
- Hao Liu, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Group-aware Deep Feature Learning for Facial Age Estimation, Pattern Recognition, vol. 66, pp. 82-94, 2017.
- Liangliang Ren, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Multi-Modal Uniform Deep Learning for RGB-D Person Re-identification, Pattern Recognition, vol. 72, pp. 446-457, 2017.
Conference Papers
- Ji Lin, Yongming Rao, Jiwen Lu, and Jie Zhou, Runtime Neural Pruning, NeurIPS, 2017.
- Yongming Rao, Jiwen Lu, and Jie Zhou, Attention-aware Deep Reinforcement Learning for Video Based Face Recognition, ICCV, 2017.
- Yongming Rao, Ji Lin, Jiwen Lu, and Jie Zhou, Learning Discriminative Aggregation Network for Video-Based Face Recognition, ICCV, 2017.
- Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, and Jie Zhou, Cross-modal Deep Variational Hashing, ICCV, 2017.
- Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang and Jiwen Lu, 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds, ICCV, 2017.
- Guangyi Chen, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Localized Multi-Kernel Discriminative Canonical Correlation Analysis for Video-based Person Re-identification, ICIP, 2017.
- Yansong Tang, Yi Tian, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Action Recognition in RGB-D Egocentric Videos, ICIP, 2017.
- Wencheng Zhu, Jiwen Lu, and Jie Zhou, Nonlinear Subspace Clustering, ICIP, 2017.
- Miao Xu, Jianjiang Feng, Jiwen Lu, and Jie Zhou, Latent Fingerprint Enhancement Using Gabor and Minutia Dictionaries, ICIP, 2017.
- Venice Erin Liong, Jiwen Lu, and Yap-Peng Tan, Learning a Cross-modal Deep Hashing Network for Image Search, ICIP, 2017.
- Jiahong Ouyang, Jianjiang Feng, Jiwen Lu, Zhenhua Guo, and Jie Zhou, Fingerprint Pose Estimation Based on Faster R-CNN, IJCB, 2017.
- Yueqi Duan, Jiwen Lu, Ziwei Wang, Jianjiang Feng, and Jie Zhou, Learning Deep Binary Descriptor with Multi-Quantization, CVPR, 2017.
- Ji Lin, Liangliang Ren, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Consistent-aware Deep Learning for Person Re-identification in a Camera Network, CVPR, 2017.
- Yueqi Duan, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Topology Preserving Graph Matching for Partial Face Recognition, ICME, 2017.
- Xin Yuan, Jiwen Lu, Zhixiang Chen, Jianjiang Feng, and Jie Zhou, Reconstruction-based Supervised Hashing, ICME, 2017.
- Hao Liu, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Ordinal Deep Feature Learning for Facial Age Estimation, FG, 2017.
- Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, and Zhang Yi, Cascade Subspace Clustering, AAAI, 2017.
