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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 , 2011MATLABFree
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Recovering Wavelet Relations Using SVM for Image Denoising
V. Laparra, J. Gutiérrez, G. Camps and J. Malo , IEEE International Conference on Image Processing (ICIP) , 2008MATLABFree
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Perceptual Fidelity Aware Mean Squared Error
Wufeng Xue, Xuanqin Mou, Lei Zhang, and Xiangchu Feng , 2013 International Conference on Computer Vision (ICCV 2013) , 2013MATLABFree
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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
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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
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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
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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
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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
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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
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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
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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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Real-time Compressive Tracking
Kaihua Zhang, Lei Zhang and Ming-Hsuan Yang , European Conference on Computer Vision (ECCV 2012) , 2012MATLAB and C++Free
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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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Robust Point Matching Revisited: A Concave Optimization Approach
Wei Lian and Lei Zhang , 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
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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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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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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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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
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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
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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
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Centralized Sparse Representation for Image Restoration
Weisheng Dong, Lei Zhang, and Guangming Shi , 2011 International Conference on Computer Vision (ICCV 2011) , 2011MATLABFree
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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
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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
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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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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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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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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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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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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 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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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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Optimal spectral transportation with application to music transcription
R. Flamary, C. Févotte, N. Courty & V. Emiya , Advances in Neural Information Processing Systems (NIPS) , 2016PythonFree
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Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
C. Févotte & N. Dobigeon , IEEE Transactions on Image Processing , 2015MATLABFree
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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) , 2014MATLABFree
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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 , 2013MATLABFree
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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) , 2013MATLABFree
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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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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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Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson Model
O. Dikmen & C. Févotte , IEEE Transactions on Signal Processing , 2012MATLABFree
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Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation
O. Dikmen & C. Févotte , Advances in Neural Information Processing Systems (NIPS) , 2011MATLABFree
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Probabilistic template-based chord recognition
L. Oudre, C. Févotte & Y. Grenier , IEEE Transactions on Audio, Speech and Language Processing , 2011MATLABFree
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Algorithms for nonnegative matrix factorization with the beta-divergence
C. Févotte & J. Idier , Neural Computation , 2011MATLABFree
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Chord recognition by fitting rescaled chroma vectors to chord templates
L. Oudre, Y. Grenier & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing , 2011MATLABFree
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Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization
C. Févotte , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2011MATLABFree
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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) , 2010MATLABFree
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Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation
A. Ozerov & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing , 2010MATLABFree
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Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis
C. Févotte, N. Bertin & J.-L. Durrieu , Neural Computation , 2009MATLABFree
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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 , 2008MATLABFree
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Pivot selection strategies in Jacobi joint block-diagonalization
C. Févotte & F. Theis , 7th International Conference on Independent Component Analysis and Signal Separation (ICA) , 2007MATLABFree
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Bayesian audio source separation
C. Févotte , Blind speech separation , 2007MATLABFree
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Orthonormal approximate joint block-diagonalization
C. Févotte & F. Theis , GET/Télécom Paris , 2007MATLABFree
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A Bayesian approach to blind separation of sparse sources
C. Févotte & S.J. Godsill , IEEE Transactions on Audio, Speech and Language Processing , 2006MATLABFree
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Performance measurement in blind audio source separation
E. Vincent, R. Gribonval & C. Févotte , IEEE Transactions on Audio, Speech and Language Processing , 2006MATLABFree
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Two contributions to blind source separation using time-frequency distributions
C. Févotte & C. Doncarli , IEEE Signal Processing Letters , 2004MATLABFree
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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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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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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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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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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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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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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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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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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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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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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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Two-stage Image Denoising by Principal Component Analysis with Local Pixel Grouping
Lei Zhang, Weisheng Dong, David Zhang, Guangming Shi , Pattern Recognition , 2010MATLABFree
-
An edge-guided image interpolation algorithm via directional filtering and data fusion
Lei Zhang, and Xiaolin Wu , IEEE Transactions on Image Processing , 2006MATLABFree
-
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
-
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
-
Color Reproduction from Noisy CFA Data of Single Sensor Digital Cameras
Lei Zhang, Xiaolin Wu, and David Zhang , IEEE Transactions on Image Processing , 2014MATLABFree
-
Image Denoising and Zooming under the LMMSE Framework
Lei Zhang, Xin Li, and David Zhang , IET Image Processing , 2012MATLABFree
-
Color demosaicking via directional linear minimum mean square-error estimation
Lei Zhang and Xiaolin Wu , IEEE Transactions on Image Processing , 2005MATLABFree
-
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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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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A Feature-Enriched Completely Blind Image Quality Evaluator
Lin Zhang, Lei Zhang, and Alan C. Bovik , IEEE Transactions on Image Processing , 2015MATLABFree
-
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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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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FSIM: A Feature Similarity Index for Image Quality Assessment
Lin Zhang, Lei Zhang, Xuanqin Mou, and David Zhang , IEEE Transactions on Image Processing , 2011MATLABFree
-
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 , 2018CaffeFree
-
Multi-Exposure Image Fusion by Optimizing A Structural Similarity Index
Kede Ma, Zhengfang Duanmu, Hojatollah Yeganeh, and Zhou Wang , IEEE Transactions on Computational Imaging , 2018MATLABFree
-
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 , 2018MATLAB / TensorflowFree
-
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 , 2017MATLABFree
-
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
-
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) , 2015MATLABFree
-
Objective Quality Assessment for Color-to-Gray Image Conversion
Kede Ma, Tiesong Zhao, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing , 2015MATLABFree
-
Perceptual Quality Assessment for Multi-Exposure Image Fusion
Kede Ma, Kai Zeng, and Zhou Wang , IEEE Transactions on Image Processing , 2015MATLABFree
-
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 , 2015MATLABFree
-
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 , 2015MATLABFree
-
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) , 2013MATLABFree
-
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) , 2018TensorflowFree
-
Multi-Exposure Image Fusion: A Patch-wise Approach
Kede Ma and Zhou Wang , IEEE International Conference on Image Processing (ICIP) , 2015MATLABFree
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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 , 2019MATLABFree
-
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
-
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
-
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
-
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
-
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 , 2016MATLABFree
-
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
-
Unifying blind separation and clustering for resting-state EEG/MEG functional connectivity analysis
J. Hirayama, T. Ogawa and A. Hyvärinen , Neural Computation , 2015MATLABFree
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