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Robust Object Tracking using Joint Color-Texture Histogram
Jifeng Ning, Lei Zhang, David Zhang and Chengke Wu , International Journal of Pattern Recognition and Artificial Intelligence , 2009MATLABFree
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Robust Mean Shift Tracking with Corrected Background-Weighted Histogram
Jifeng Ning, Lei Zhang, David Zhang and Chengke Wu , IET Computer Vision , 2012MATLABFree
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Scale and Orientation Adaptive Mean Shift Tracking
Jifeng Ning, Lei Zhang, David Zhang and Chengke Wu , IET Computer Vision , 2012MATLABFree
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Joint Registration and Active Contour Segmentation for Object Tracking
Jifeng Ning, Lei Zhang, David Zhang and Wei Yu , IEEE Transactions on Circuits and Systems for Video Technology , 2013MATLABFree
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Robust Object Tracking via Active Feature Selection
Kaihua Zhang, Lei Zhang, Ming-Hsuan Yang, and Qinghua Hu , IEEE Transactions on Circuits and Systems for Video Technology , 2013MATLABFree
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Real-time Object Tracking via Online Discriminative Feature Selection
Kaihua Zhang, Lei Zhang, and Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2013MATLABFree
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Fast Compressive Tracking
Kaihua Zhang, Lei Zhang, and Ming-Hsuan Yang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2014MATLABFree
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Interactive Image Segmentation by Maximal Similarity based Region Merging
Jifeng Ning, Lei Zhang , David Zhang and Chengke Wu , Pattern Recognition , 2010MATLABFree
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Active Contours Driven by Local Image Fitting Energy
Kaihua Zhang, Huihui Song, and Lei Zhang , Pattern Recognition , 2010MATLABFree
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Active contours with selective local or global segmentation: a new formulation and level set method
Kaihua Zhanga, Lei Zhanga,*, Huihui Songb, Wengang Zhou , Image and Vision Computing , 2010MATLABFree
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Image Segmentation by Iterated Region Merging with Localized Graph Cuts
Bo Peng, Lei Zhang, David Zhang, and Jian Yang , Pattern Recognition , 2011C++Free
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Automatic Image Segmentation by Dynamic Region Merging
Bo Peng, Lei Zhang, and David Zhang , IEEE Transactions on Image Processing , 2011C++Free
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Re-initialization Free Level Set Evolution via Reaction Diffusion
Kaihua Zhang, Lei Zhang , Huihui Song and David Zhang , IEEE Transactions on Image Processing , 2013MATLABFree
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Evaluation of Segmentation Quality via Adaptive Composition of Reference Segmentations
Bo Peng, Lei Zhang, Xuanqin Mou and Ming-Hsuan Yang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2017MATLABFree
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Face Recognition using FLDA with Single Training Image Per-person
Quan-xue Gao, Lei Zhang, and David Zhang , Applied Mathematics and Computation , 2008MATLABFree
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Gabor Feature based Robust Representation and Classification for Face Recognition with Gabor Occlusion Dictionary
Meng Yang, Lei Zhang, Simon C. K. Shiu, and David Zhang , Pattern Recognition , 2013MATLABFree
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Joint Discriminative Dimensionality Reduction and Dictionary Learning for Face Recognition
Zhizhao Feng, Meng Yang, Lei Zhang, Yan Liu and David Zhang , Pattern Recognition , 2013MATLABFree
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Robust Kernel Representation with Statistical Local Features for Face Recognition
Meng Yang, Lei Zhang, Simon C. K. Shiu, and David Zhang , IEEE Transactions on Neural Networks and Learning Systems , 2013MATLABFree
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Monogenic Binary Coding: An Efficient Local Feature Extraction Approach to Face Recognition
Meng Yang, Lei Zhang, Simon C. K. Shiu, and David Zhang , IEEE Transactions on Information Forensics and Security , 2012MATLABFree
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Regularized Robust Coding for Face Recognition
Meng Yang, Lei Zhang, Jian Yang, and David Zhang , IEEE Transactions on Image Processing , 2013MATLABFree
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Collaborative Representation based Classification for Face Recognitio
Lei Zhang, Meng Yang, Xiangchu Feng, Yi Ma, and David Zhang , Technical report , 2011MATLABFree
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Image Set based Collaborative Representation for Face Recognition
Pengfei Zhu, Wangmeng Zuo, Lei Zhang, Simon C.K. Shiu, and David Zhang , IEEE Transactions on Information Forensics and Security , 2014MATLABFree
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Sparse Representation based Fisher Discrimination Dictionary Learning for Image Classification
Meng Yang, Lei Zhang, Xiangchu Feng, and David Zhang , International Journal of Computer Vision , 2014MATLABFree
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A Kernel Classification Framework for Metric Learning
Faqiang Wang, Wangmeng Zuo, Lei Zhang, Deyu Meng,and David Zhang , IEEE Transactions on Neural Networks and Learning Systems , 2015MATLABFree
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Local Log-Euclidean Multivariate Gaussian Descriptor and Its Application to Image Classification
Peihua Li, Qilong Wang, Hui Zeng, and Lei Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2017MATLABFree
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Active Self-Paced Learning for Cost-Effective and Progressive Face Identification
Liang Lin, Keze Wang, Deyu Meng, Wangmeng Zuo, and Lei Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018CaffeFree
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FSIM: A Feature Similarity Index for Image Quality Assessment
Lin Zhang, Lei Zhang, Xuanqin Mou, and David Zhang , IEEE Transactions on Image Processing , 2011MATLABFree
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Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index
Wufeng Xue, Lei Zhang, Xuanqin Mou, and Alan C. Bovik , IEEE Transactions on Image Processing , 2014MATLABFree
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Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features
WufengXue, XuanqinMou, Alan C. Bovik, and XiangchuFeng , IEEE Transactions on Image Processing , 2014MATLABFree
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A Feature-Enriched Completely Blind Image Quality Evaluator
Lin Zhang, Lei Zhang, and Alan C. Bovik , IEEE Transactions on Image Processing , 2015MATLABFree
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Waterloo Exploration Database: New Challenges for Image Quality Assessment Models
Kede Ma, Zhengfang Duanmu, Qingbo Wu, Zhou Wang, Hongwei Yong, Hongliang Li, and and Lei Zhang , IEEE Transactions on Image Processing , 2017MATLABFree
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Multiscale LMMSE-based image denoising with optimal wavelet selection
Lei Zhang, Paul Bao, and Xiaolin Wu , IEEE Transactions on Circuits and Systems for Video Technology , 2005MATLABFree
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Color demosaicking via directional linear minimum mean square-error estimation
Lei Zhang and Xiaolin Wu , IEEE Transactions on Image Processing , 2005MATLABFree
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Image Denoising and Zooming under the LMMSE Framework
Lei Zhang, Xin Li, and David Zhang , IET Image Processing , 2012MATLABFree
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Color Reproduction from Noisy CFA Data of Single Sensor Digital Cameras
Lei Zhang, Xiaolin Wu, and David Zhang , IEEE Transactions on Image Processing , 2014MATLABFree
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PCA-based Spatially Adaptive Denoising of CFA Images for Single-Sensor Digital Cameras
Lei Zhang, Rastislav Lukac, Xiaolin Wu, and David Zhang, , IEEE Transactions on Image Processing , 2009MATLABFree
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Color Demosaicking by Local Directional Interpolation and Non-local Adaptive Thresholding
Lei Zhang, Xiaolin Wu, Antoni Buades, and Xin Li , Journal of Electronic Imaging , 2011MATLABFree
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An edge-guided image interpolation algorithm via directional filtering and data fusion
Lei Zhang, and Xiaolin Wu , IEEE Transactions on Image Processing , 2006MATLABFree
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Two-stage Image Denoising by Principal Component Analysis with Local Pixel Grouping
Lei Zhang, Weisheng Dong, David Zhang, Guangming Shi , Pattern Recognition , 2010MATLABFree
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Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization
Weisheng Dong, Lei Zhang, Guangming Shim, and Xiaolin Wu , IEEE Transactions on Image Processing , 2011MATLABFree
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Sparse Representation based Image Interpolation with Nonlocal Autoregressive Modeling
Weisheng Dong, Lei Zhang, Rastislav Lukac, and Guangming Shi , IEEE Transactions on Image Processing , 2013MATLABFree
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Nonlocally Centralized Sparse Representation for Image Restoration
Weisheng Donga, Lei Zhang, Guangming Shi, and Xin Li , IEEE Transactions on Image Processing , 2013MATLABFree
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Mixed Noise Removal by Weighted Encoding with Sparse Nonlocal Regularization
Jielin Jiang, Lei Zhang, and Jian Yang , IEEE Transactions on Image Processing , 2014MATLABFree
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Gradient Histogram Estimation and Preservation for Texture Enhanced Image Denoising,
Wangmeng Zuo, Lei Zhang, Chunwei Song, David Zhang and Huijun Gao , IEEE Transactions on Image Processing , 2014MATLABFree
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Learning Iteration-wise Generalized Shrinkage-Thresholding Operators for Blind Deconvolution
Wangmeng Zuo, Dongwei Ren, David Zhang, Shuhang Gu and Lei Zhang , IEEE Transactions on Image Processing , 2016MATLABFree
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Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction
Yuan Xie, Shuhang Gu, Yan Liu, Wangmeng Zuo, Wensheng Zhang, and Lei Zhang , IEEE Transactions on Image Processing , 2016MATLABFree
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Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision
Shuhang Gu, Qi Xie, Deyu Meng, Wangmeng Zuo, Xiangchu Feng, and Lei Zhang , International Journal of Computer Vision , 2017MATLABFree
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Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach
Kede Ma, Hui Li, Hongwei Yong, Zhou Wang, Deyu Meng, and Lei Zhang , IEEE Transactions on Image Processing , 2017MATLABFree
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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
Kai Zhang, Wangmeng Zuo, Yunjin Chen, Deyu Meng, and Lei Zhang , IEEE Transactions on Image Processing , 2017MATLABFree
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Clustering based Content and Color Adaptive Tone Mapping
Hui Li, Xixi Jia, and Lei Zhang , IEEE Transactions on Image Processing , 2018MATLABFree
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Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images
Jianrui Cai, Shuhang Gu, and Lei Zhang , IEEE Transactions on Image Processing , 2018CaffeFree
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External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising
Jun Xu, Lei Zhang and David Zhang , IEEE Transactions on Image Processing , 2018MATLABFree
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Nonlocal back-projection for adaptive image enlargement
Weisheng Dong, Lei Zhang, Guangming Shi, and Xiaolin Wu , 2009 International Conference on Image Processing (ICIP 2009) , 2009Visual C++Free
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A Multi-Scale Bilateral Structure Tensor Based Corner Detector
Lin Zhang, Lei Zhang, and David Zhang , 2009 Asian Conference of Computer Vision (ACCV 2009) , 2009MATLABFree
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On the Dimensionality Reduction for Sparse Representation based Face Recognition
Lei Zhang, Meng Yang, Zhizhao Feng, and David Zhang , 2010 International Conference on Pattern Recognition (ICPR 2010) , 2010MATLABFree
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A Variational Multiphase Level Set Approach to Simultaneous Segmentation and Bias Correction
Kaihua Zhang, Lei Zhang, and Su Zhang , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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RFSIM: A Feature based Image Quality Assessment Metric using Riesz Transforms
Lin Zhang, Lei Zhanga, and Xuanqin Mou , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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Monogenic-LBP: A New Approach for Rotation Invariant Texture Classification
Lin Zhang, Lei Zhang, Zhenhua Guo, and David Zhang , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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Metaface Learning for Sparse Representation based Face Recognition
Meng Yang, Lei Zhanga, Jian Yang and David Zhang , 2010 IEEE International Conference on Image Processing (ICIP 2010) , 2010MATLABFree
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Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary
Meng Yang, and Lei Zhang , 2010 European Conference on Computer Vision (ECCV 2010) , 2010MATLABFree
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Sparsity-based Image Denoising via Dictionary Learning and Structural Clustering
Weisheng Dong, Xin Li, Lei Zhang, and Guangming Shi , 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011) , 2011MATLABFree
-
Robust Sparse Coding for Face Recognition
Meng Yang, Lei Zhang, Jian Yang, and David Zhang , 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011) , 2011MATLABFree
-
Centralized Sparse Representation for Image Restoration
Weisheng Dong, Lei Zhang, and Guangming Shi , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
-
A Linear Subspace Learning Approach via Sparse Coding
Lei Zhang, Pengfei Zhu, Qinghua Hu and David Zhang , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
-
Fisher Discrimination Dictionary Learning for Sparse Representation
Meng Yang, Lei Zhang, Xiangchu Feng, and David Zhang , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
-
Sparse Representation or Collaborative Representation: Which Helps Face Recognition?
Lei Zhang, Meng Yang, and Xiangchu Feng , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
-
Semi-Coupled Dictionary Learning with Applications to Image Super-Resolution and Photo-Sketch Image Synthesis
Shenlong Wang, Lei Zhang, Yan Liang, and Quan Pan , 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012) , 2012MATLABFree
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Relaxed Collaborative Representation for Pattern Classification
Meng Yang, Lei Zhang, David Zhang and Shenlong Wang , 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012) , 2012MATLABFree
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Multi-scale Patch based Collaborative Representation for Face Recognition with Margin Distribution Optimization
Pengfei Zhu, Lei Zhang, Qinghua Hu, and Simon C.K. Shiu , European Conference on Computer Vision (ECCV 2012) , 2012MATLABFree
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Efficient Misalignment-Robust Representation for Real-Time Face Recognition
Meng Yang, Lei Zhang, and David Zhang , European Conference on Computer Vision (ECCV 2012) , 2012MATLABFree
-
Robust Point Matching Revisited: A Concave Optimization Approach
Wei Lian and Lei Zhang , European Conference on Computer Vision (ECCV 2012) , 2012MATLABFree
-
Evaluation of Image Segmentation Quality by Adaptive Ground Truth Composition
Bo Peng and Lei Zhang , European Conference on Computer Vision (ECCV 2012) , 2012MATLAB and C++Free
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Real-time Compressive Tracking
Kaihua Zhang, Lei Zhang and Ming-Hsuan Yang , European Conference on Computer Vision (ECCV 2012) , 2012MATLAB and C++Free
-
A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries
Deyu Meng, Zongben Xu, Lei Zhang and Ji Zhao , AAAI Conference on Artificial Intelligence (AAAI-13) , 2013MATLABFree
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Learning without Human Scores for Blind Image Quality Assessment
Wufeng Xue, Lei Zhang and Xuanqin Mou , 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013) , 2013MATLABFree
-
Texture Enhanced Image Denoising via Gradient Histogram Preservation
Wangmeng Zuo, Lei Zhang, Chunwei Song, and David Zhang , Conference on Computer Vision and Pattern Recognition (CVPR 2013) , 2013MATLABFree
-
Sparse Variation Dictionary Learning for Face Recognition with A Single Training Sample Per Person
Meng Yang, Luc Van Gool and Lei Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
-
Log-Euclidean Kernels for Sparse Representation and Dictionary Learning
Peihua Li, Qilong Wang, Wangmeng Zuo and Lei Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
-
A Novel Earth Mover’s Distance Methodology for Image Matching with Gaussian Mixture Models
Peihua Li, Qilong Wang, and Lei Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
-
From Point to Set: Extend the Learning of Distance Metrics
Pengfei Zhu, Lei Zhang∗, Wangmeng Zuo, David Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
-
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding
Wangmeng Zuo, Deyu Meng, Lei Zhang, Xiangchu Feng, David Zhang , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
-
Perceptual Fidelity Aware Mean Squared Error
Wufeng Xue, Xuanqin Mou, Lei Zhang, and Xiangchu Feng , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
-
Robust principal component analysis with complex noise
Qian Zhao, Deyu Meng, Zongben Xu, Wangmeng Zuo, and Lei Zhang , International Conference on Machine Learning (ICML 2014) , 2014MATLABFree
-
Weighted Nuclear Norm Minimization with Application to Image Denoising
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng , Conference on Computer Vision and Pattern Recognition 2014 , 2014MATLABFree
-
Shrinkage Expansion Adaptive Metric Learning
Qilong Wang, Wangmeng Zuo, Lei Zhang, and Peihua Li , European Conference on Computer Vision 2014 , 2014MATLABFree
-
Support Vector Guided Dictionary Learning
Sijia Cai, Wangmeng Zuo, Lei Zhang, Xiangchu Feng, and Ping Wang , European Conference on Computer Vision 2014 , 2014MATLABFree
-
Fast Tracking via Dense Spatio-Temporal Context Learning
Kaihua Zhang, Lei Zhang, Qingshan Liu, David Zhang and Ming-Hsuan Yang , European Conference on Computer Vision 2014 , 2014MATLABFree
-
Local Generic Representation for Face Recognition with Single Sample per Person
Pengfei Zhu, Meng Yang, Lei Zhang, and Il-Yong Lee , Asian Conference of Computer Vision 2014 , 2014MATLABFree
-
Projective Dictionary Pair Learning for Pattern Classification
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng , Conference on Neural Information Processing Systems 2014 , 2014MATLABFree
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