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  • Complex-valued independent component analysis of natural images

    V. Laparra, M. Gutmann, J. Malo, & A. Hyvärinen , International Conference on Artificial Neural Networks ,  2011
    MATLAB

    Free

  • Recovering Wavelet Relations Using SVM for Image Denoising

    V. Laparra, J. Gutiérrez, G. Camps and J. Malo , IEEE International Conference on Image Processing (ICIP) ,  2008
    MATLAB

    Free

  • Perceptual Fidelity Aware Mean Squared Error

    Wufeng Xue, Xuanqin Mou, Lei Zhang, and Xiangchu Feng , 2013 International Conference on Computer Vision (ICCV 2013) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    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) ,  2013
    MATLAB

    Free

  • Real-time Compressive Tracking

    Kaihua Zhang, Lei Zhang and Ming-Hsuan Yang , European Conference on Computer Vision (ECCV 2012) ,  2012
    MATLAB and C++

    Free

  • Evaluation of Image Segmentation Quality by Adaptive Ground Truth Composition

    Bo Peng and Lei Zhang , European Conference on Computer Vision (ECCV 2012) ,  2012
    MATLAB and C++

    Free

  • Robust Point Matching Revisited: A Concave Optimization Approach

    Wei Lian and Lei Zhang , European Conference on Computer Vision (ECCV 2012) ,  2012
    MATLAB

    Free

  • Efficient Misalignment-Robust Representation for Real-Time Face Recognition

    Meng Yang, Lei Zhang, and David Zhang , European Conference on Computer Vision (ECCV 2012) ,  2012
    MATLAB

    Free

  • 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) ,  2012
    MATLAB

    Free

  • 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) ,  2012
    MATLAB

    Free

  • 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) ,  2012
    MATLAB

    Free

  • Sparse Representation or Collaborative Representation: Which Helps Face Recognition?

    Lei Zhang, Meng Yang, and Xiangchu Feng , 2011 International Conference on Computer Vision (ICCV 2011) ,  2011
    MATLAB

    Free

  • Fisher Discrimination Dictionary Learning for Sparse Representation

    Meng Yang, Lei Zhang, Xiangchu Feng, and David Zhang , 2011 International Conference on Computer Vision (ICCV 2011) ,  2011
    MATLAB

    Free

  • 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) ,  2011
    MATLAB

    Free

  • Centralized Sparse Representation for Image Restoration

    Weisheng Dong, Lei Zhang, and Guangming Shi , 2011 International Conference on Computer Vision (ICCV 2011) ,  2011
    MATLAB

    Free

  • 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) ,  2011
    MATLAB

    Free

  • 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) ,  2011
    MATLAB

    Free

  • 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) ,  2010
    MATLAB

    Free

  • 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) ,  2010
    MATLAB

    Free

  • 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) ,  2010
    MATLAB

    Free

  • 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) ,  2010
    MATLAB

    Free

  • 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) ,  2010
    MATLAB

    Free

  • 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) ,  2010
    MATLAB

    Free

  • A Multi-Scale Bilateral Structure Tensor Based Corner Detector

    Lin Zhang, Lei Zhang, and David Zhang , 2009 Asian Conference of Computer Vision (ACCV 2009) ,  2009
    MATLAB

    Free

  • Nonlocal back-projection for adaptive image enlargement

    Weisheng Dong, Lei Zhang, Guangming Shi, and Xiaolin Wu , 2009 International Conference on Image Processing (ICIP 2009) ,  2009
    Visual C++

    Free

  • Optimal spectral transportation with application to music transcription

    R. Flamary, C. Févotte, N. Courty & V. Emiya , Advances in Neural Information Processing Systems (NIPS) ,  2016
    Python

    Free

  • Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization

    C. Févotte & N. Dobigeon , IEEE Transactions on Image Processing ,  2015
    MATLAB

    Free

  • Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence

    D.L. Sun & C. Févotte , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,  2014
    MATLAB

    Free

  • Automatic relevance determination in nonnegative matrix factorization with the beta-divergence

    V.Y.F. Tan & C. Févotte , IEEE Transactions on Pattern Analysis and Machine Intelligence ,  2013
    MATLAB

    Free

  • Non-negative dynamical system with application to speech and audio

    C. Févotte, J. Le Roux & J.R. Hershey , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,  2013
    MATLAB

    Free

  • External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising

    Jun Xu, Lei Zhang and David Zhang , IEEE Transactions on Image Processing ,  2018
    MATLAB

    Free

  • Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images

    Jianrui Cai, Shuhang Gu, and Lei Zhang , IEEE Transactions on Image Processing ,  2018
    Caffe

    Free

  • Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson Model

    O. Dikmen & C. Févotte , IEEE Transactions on Signal Processing ,  2012
    MATLAB

    Free

  • Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation

    O. Dikmen & C. Févotte , Advances in Neural Information Processing Systems (NIPS) ,  2011
    MATLAB

    Free

  • Probabilistic template-based chord recognition

    L. Oudre, C. Févotte & Y. Grenier , IEEE Transactions on Audio, Speech and Language Processing ,  2011
    MATLAB

    Free

  • Algorithms for nonnegative matrix factorization with the beta-divergence

    C. Févotte & J. Idier , Neural Computation ,  2011
    MATLAB

    Free

  • Chord recognition by fitting rescaled chroma vectors to chord templates

    L. Oudre, Y. Grenier & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing ,  2011
    MATLAB

    Free

  • Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization

    C. Févotte , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,  2011
    MATLAB

    Free

  • Notes on nonnegative tensor factorization of the spectrogram for audio source separation~: statistical insights and towards self-clustering of the spatial cues

    C. Févotte & A. Ozerov , 7th International Symposium on Computer Music Modeling and Retrieval (CMMR) ,  2010
    MATLAB

    Free

  • Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation

    A. Ozerov & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing ,  2010
    MATLAB

    Free

  • Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis

    C. Févotte, N. Bertin & J.-L. Durrieu , Neural Computation ,  2009
    MATLAB

    Free

  • Sparse linear regression with structured priors and application to denoising of musical audio

    C. Févotte, B. Torrésani, L. Daudet & S.J. Godsill , IEEE Transactions on Audio, Speech and Language Processing ,  2008
    MATLAB

    Free

  • Pivot selection strategies in Jacobi joint block-diagonalization

    C. Févotte & F. Theis , 7th International Conference on Independent Component Analysis and Signal Separation (ICA) ,  2007
    MATLAB

    Free

  • Bayesian audio source separation

    C. Févotte , Blind speech separation ,  2007
    MATLAB

    Free

  • Orthonormal approximate joint block-diagonalization

    C. Févotte & F. Theis , GET/Télécom Paris ,  2007
    MATLAB

    Free

  • A Bayesian approach to blind separation of sparse sources

    C. Févotte & S.J. Godsill , IEEE Transactions on Audio, Speech and Language Processing ,  2006
    MATLAB

    Free

  • Performance measurement in blind audio source separation

    E. Vincent, R. Gribonval & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing ,  2006
    MATLAB

    Free

  • Two contributions to blind source separation using time-frequency distributions

    C. Févotte & C. Doncarli , IEEE Signal Processing Letters ,  2004
    MATLAB

    Free

  • Clustering based Content and Color Adaptive Tone Mapping

    Hui Li, Xixi Jia, and Lei Zhang , IEEE Transactions on Image Processing ,  2018
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • 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 ,  2016
    MATLAB

    Free

  • 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 ,  2016
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • Mixed Noise Removal by Weighted Encoding with Sparse Nonlocal Regularization

    Jielin Jiang, Lei Zhang, and Jian Yang , IEEE Transactions on Image Processing ,  2014
    MATLAB

    Free

  • Nonlocally Centralized Sparse Representation for Image Restoration

    Weisheng Donga, Lei Zhang, Guangming Shi, and Xin Li , IEEE Transactions on Image Processing ,  2013
    MATLAB

    Free

  • Sparse Representation based Image Interpolation with Nonlocal Autoregressive Modeling

    Weisheng Dong, Lei Zhang, Rastislav Lukac, and Guangming Shi , IEEE Transactions on Image Processing ,  2013
    MATLAB

    Free

  • 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 ,  2011
    MATLAB

    Free

  • Two-stage Image Denoising by Principal Component Analysis with Local Pixel Grouping

    Lei Zhang, Weisheng Dong, David Zhang, Guangming Shi , Pattern Recognition ,  2010
    MATLAB

    Free

  • An edge-guided image interpolation algorithm via directional filtering and data fusion

    Lei Zhang, and Xiaolin Wu , IEEE Transactions on Image Processing ,  2006
    MATLAB

    Free

  • Color Demosaicking by Local Directional Interpolation and Non-local Adaptive Thresholding

    Lei Zhang, Xiaolin Wu, Antoni Buades, and Xin Li , Journal of Electronic Imaging ,  2011
    MATLAB

    Free

  • 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 ,  2009
    MATLAB

    Free

  • Color Reproduction from Noisy CFA Data of Single Sensor Digital Cameras

    Lei Zhang, Xiaolin Wu, and David Zhang , IEEE Transactions on Image Processing ,  2014
    MATLAB

    Free

  • Image Denoising and Zooming under the LMMSE Framework

    Lei Zhang, Xin Li, and David Zhang , IET Image Processing ,  2012
    MATLAB

    Free

  • Color demosaicking via directional linear minimum mean square-error estimation

    Lei Zhang and Xiaolin Wu , IEEE Transactions on Image Processing ,  2005
    MATLAB

    Free

  • 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 ,  2005
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • A Feature-Enriched Completely Blind Image Quality Evaluator

    Lin Zhang, Lei Zhang, and Alan C. Bovik , IEEE Transactions on Image Processing ,  2015
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • FSIM: A Feature Similarity Index for Image Quality Assessment

    Lin Zhang, Lei Zhang, Xuanqin Mou, and David Zhang , IEEE Transactions on Image Processing ,  2011
    MATLAB

    Free

  • Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks

    Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao , IEEE Transactions on Image Processing ,  2018
    Caffe

    Free

  • Multi-Exposure Image Fusion by Optimizing A Structural Similarity Index

    Kede Ma, Zhengfang Duanmu, Hojatollah Yeganeh, and Zhou Wang , IEEE Transactions on Computational Imaging ,  2018
    MATLAB

    Free

  • End-to-End Blind Image Quality Assessment Using Deep Neural Networks

    Kede Ma, Wentao Liu, Kai Zhang, Zhengfang Duanmu, Zhou Wang, and Wangmeng Zuo , IEEE Transactions on Image Processing ,  2018
    MATLAB / Tensorflow

    Free

  • dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs

    Kede Ma, Wentao Liu, Tongliang Liu, Zhou Wang, and Dacheng Tao , IEEE Transactions on Image Processing ,  2017
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images

    Shiqi Wang, Kede Ma, Hojatollah Yeganeh, Zhou Wang, and Weisi Lin , IEEE Signal Processing Letters (SPL) ,  2015
    MATLAB

    Free

  • Objective Quality Assessment for Color-to-Gray Image Conversion

    Kede Ma, Tiesong Zhao, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing ,  2015
    MATLAB

    Free

  • Perceptual Quality Assessment for Multi-Exposure Image Fusion

    Kede Ma, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing ,  2015
    MATLAB

    Free

  • High Dynamic Range Image Compression by Optimizing Tone Mapped Image Quality Index

    Kede Ma, Hojatollah Yeganeh, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing ,  2015
    MATLAB

    Free

  • No-Reference Quality Assessment of Contrast-Distorted Images Based on Natural Scene Statistics

    Yuming Fang, Kede Ma, Zhou Wang, Weisi Lin, Zhijun Fang, and Guangtao Zhai , IEEE Signal Processing Letters ,  2015
    MATLAB

    Free

  • Reversible Data Hiding in Encrypted Images by Reserving Room before Encryption

    Kede Ma, Weiming Zhang, Xianfeng Zhao, Nenghai Yu, and Fenghua Li , IEEE Transactions on Information Forensics and Security (TIFS) ,  2013
    MATLAB

    Free

  • Geometric Transformation Invariant Image Quality Assessment Using Convolutional Neural Networks

    Kede Ma, Zhengfang Duanmu, and Zhou Wang , IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) ,  2018
    Tensorflow

    Free

  • Multi-Exposure Image Fusion: A Patch-wise Approach

    Kede Ma and Zhou Wang , IEEE International Conference on Image Processing (ICIP) ,  2015
    MATLAB

    Free

  • Deep Bilinear Pooling for Blind Image Quality Assessment

    Weixia Zhang, Kede Ma, Jia Yan, Dexiang Deng, and Zhou Wang , IEEE Transactions on Circuits and Systems for Video Technology ,  2019
    MATLAB

    Free

  • 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 ,  2018
    Caffe

    Free

  • 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 ,  2017
    MATLAB

    Free

  • 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 ,  2015
    MATLAB

    Free

  • Sparse Representation based Fisher Discrimination Dictionary Learning for Image Classification

    Meng Yang, Lei Zhang, Xiangchu Feng, and David Zhang , International Journal of Computer Vision ,  2014
    MATLAB

    Free

  • Orthogonal connectivity factorization: Interpretable decomposition of variability in correlation matrices

    A. Hyvärinen, J. Hirayama, V. Kiviniemi and M. Kawanabe , Neural Computation, 28(3), 445-484 ,  2016
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • Unifying blind separation and clustering for resting-state EEG/MEG functional connectivity analysis

    J. Hirayama, T. Ogawa and A. Hyvärinen , Neural Computation ,  2015
    MATLAB

    Free

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