Publications (34)
Learning Content-Weighted Deep Image Compression
Mu Li, Wangmeng Zuo, Shuhang Gu +2
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
Jun Xu, Lei Zhang, David Zhang +1
Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition
Yan Yan, Hanzi Wang, Si Chen +2
A survey of sparse representation: algorithms and applications
Zheng Zhang, Yong Xu, Jian Yang +2
Automatic Image Segmentation by Dynamic Region Merging
Bo Peng, Lei Zhang, David Zhang
Integrating Boundary and Center Correlation Filters for Visual Tracking with Aspect Ratio Variation
Feng Li, Yingjie Yao, Peihua Li +3
Visual Understanding via Multi-Feature Shared Learning with Global Consistency
Lei Zhang, David Zhang
Learning Domain-Invariant Subspace using Domain Features and Independence Maximization
Ke Yan, Lu Kou, David Zhang
Multi-modal Fusion for Diabetes Mellitus and Impaired Glucose Regulation Detection
Jinxing Li, David Zhang, Yongcheng Li +1
Regularized Robust Coding for Face Recognition
Meng Yang, Lei Zhang, Jian Yang +1
Robust Visual Knowledge Transfer via EDA
Lei Zhang, David Zhang
Learning Convolutional Networks for Content-weighted Image Compression
Mu Li, Wangmeng Zuo, Shuhang Gu +2
Simultaneous Fidelity and Regularization Learning for Image Restoration
Dongwei Ren, Wangmeng Zuo, David Zhang +2
Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation
Lei Zhang, Shanshan Wang, Guang-Bin Huang +3
Evolutionary Cost-sensitive Extreme Learning Machine
Lei Zhang, David Zhang
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification?
Jun Xu, Wangpeng An, Lei Zhang +1
A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity
Kaihua Zhang, Lei Zhang, Kin-Man Lam +1
Deep Identity-aware Transfer of Facial Attributes
Mu Li, Wangmeng Zuo, David Zhang
Fast Tracking via Spatio-Temporal Context Learning
Kaihua Zhang, Lei Zhang, Ming-Hsuan Yang +1
Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation
Mu Li, Wangmeng Zuo, David Zhang
Enlarging Context with Low Cost: Efficient Arithmetic Coding with Trimmed Convolution
Mu Li, Shuhang Gu, David Zhang +1
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising
Jun Xu, Lei Zhang, David Zhang
Iterated Support Vector Machines for Distance Metric Learning
Wangmeng Zuo, Faqiang Wang, David Zhang +4
Domain Adaptation Extreme Learning Machines for Drift Compensation in E-nose Systems
Lei Zhang, David Zhang
External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising
Jun Xu, Lei Zhang, David Zhang
GPU Activity Prediction using Representation Learning
Aswin Raghavan, Mohamed Amer, Timothy Shields +2
Low Precision Neural Networks using Subband Decomposition
Sek Chai, Aswin Raghavan, David Zhang +2
Robust Scene Text Recognition Using Sparse Coding based Features
Da-Han Wang, Hanzi Wang, Dong Zhang +2
Real-world Noisy Image Denoising: A New Benchmark
Jun Xu, Hui Li, Zhetong Liang +2
Dual Asymmetric Deep Hashing Learning
Jinxing Li, Bob Zhang, Guangming Lu +1
Collaborative Representation based Classification for Face Recognition
Lei Zhang, Meng Yang, Xiangchu Feng +2
SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet
Lei Zhang, David Zhang
Re-initialization Free Level Set Evolution via Reaction Diffusion
Kaihua Zhang, Lei Zhang, Huihui Song +1
A Kernel Classification Framework for Metric Learning
Faqiang Wang, Wangmeng Zuo, Lei Zhang +2