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A Novel Greedy Algorithm for Nyström Approximation
Ahmed K. Farahat, Ali Ghodsi, and Mohamed S. Kamel , The Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS) , 2011MATLABFree
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Efficient Greedy Feature Selection for Unsupervised Learning
Ahmed K. Farahat, Ali Ghodsi, and Mohamed S. Kamel , Knowledge and information systems (KAIS) , 2013MATLABFree
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A Fast Greedy Algorithm for Generalized Column Subset Selection
Ahmed K. Farahat, Ali Ghodsi, and Mohamed S. Kamel , Workshop on Greedy Algorithms, Frank-Wolfe and Friends at the Neural Information Processing Systems (NIPS) , 2013MATLABFree
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Greedy Column Subset Selection for Large-scale Data Sets
Ahmed K. Farahat, Ali Ghodsi, and Mohamed S. Kamel , Knowledge and Information Systems (KAIS) , 2015MATLABFree
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Dimensionality Reduction via Regression in Hyperspectral Imagery
Valero Laparra, Jesús Malo, and Gustau Camps-Valls , IEEE Journal of selected topics in signal processing , 2015MATLABFree
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Principal Polynomial Analysis
Valero Laparra, Sandra Jimenez, Devis Tuia, Gustau Camps-Valls and Jesus Malo , International Journal of Neural Systems , 2014MATLABFree
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Perceptual image quality assessment using a normalized Laplacian pyramid
Valero Laparra, Johannes Ballé, Alexander Berardino, and Eero P. Simoncelli , HVEI: SPIE, Conf. on Human Vision and Electronic Imaging, XXI , 2016MATLABFree
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Iterative Gaussianization: from ICA to Random Rotations
Valero Laparra, Gustavo Camps-Valls, and Jesús Malo , IEEE Transactions on Neural Networks , 2011MATLABFree
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Closed form SER expressions for QPSK OFDM systems with frequency offset in Rayleigh fading channels
Ahmed M. Hamza and Jon W. Mark , IEEE COMMUNICATIONS LETTERS , 2014MATLAB$10.00
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Flexible Codebook Design for Limited Feedback Systems via Sequential Smooth Optimization on the Grassmannian manifold
Ahmed Medra and Timothy N. Davidson , IEEE Transactions in Signal Processing , 2014MatlabFree
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Perceptually optimized image rendering
Valero Laparra, Alexander Berardino, Johannes Ballé, and Eero P. Simoncelli , Journal of the Optical Society of America A , 2017MATLAB / PythonFree
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Aggregating a Large Number of Residential Appliances for Demand Response Applications
Fadi Elghitani , IEEE Transactions on Smart Grid , 2017Matlab$399.00
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Gateway placement and packet routing for multihop in-vehicle internet access
Hassan Aboubakr Omar and Weihua Zhuang , IEEE Transactions on Emerging Topics in Computing , 2015MATLAB$19.99
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A Novel Zooming Algorithm for Distribution Load Flow Analysis for Smart Grid
A. E. Eltantawy and M.M.A. Salama , IEEE Transactions on Smart Grid , 2014MATLABFree
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Energy-Aware Resource Allocation for OFDMA Wireless Networks with Hybrid Energy Supplies
Meng Qin, Qinghai Yang, Jian Yang, Daeyoung Park and Kyung Sup Kwak , IET Communications , 2017MATLAB$50.00
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Energy efficient millimetre-wave fronthaul and OFDMA resource optimisation in C-RANs
Zewei Jing, Meng Qin, Qinghai Yang , Kyung-Sup Kwak, Ramesh R. Rao , IET Communications , 2018Matlab$59.99
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Globally Optimal Base Station Clustering in Interference Alignment-Based Multicell Networks
R. Brandt, R. Mochaourab, M. Bengtsson , IEEE Signal Processing Letters , 2016JuliaFree
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Distributed CSI Acquisition and Coordinated Precoding for TDD Multicell MIMO Systems
R. Brandt, M. Bengtsson , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Latent Constrained Correlation Filter
B. Zhang, S. Luan, C. Chen, J. Han, W. Wang, A. Perina, and L. Shao , IEEE Transactions on Image Processing , 2017MATLABFree
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Output Constraint Transfer for Kernelized Correlation Filter in Tracking
B. Zhang, Z. Li, Q. Ye, C. Chen, L. Shen, A. Perina, and R. Ji , IEEE Transactions on Systems, Man, and Cybernetics: Systems , 2017MATLABFree
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Noise Robust Position-Patch based Face Super-Resolution via Tikhonov Regularized Neighbor Representation
J. Jiang, C. Chen, K. Huang, Z. Cai, and R. Hu , Information Sciences , 2016MATLABFree
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Remote Sensing Image Scene Classification Using Multi-scale Completed Local Binary Patterns and Fisher Vectors
L. Huang, C. Chen, W. Li, Q. Du , Remote Sensing , 2016MATLABFree
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Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification
W. Li, C. Chen, H. Su, and Q. Du , IEEE Transactions on Geoscience and Remote Sensing , 2015MATLABFree
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Fast Single Image Super-Resolution via Self-Example Learning and Sparse Representation
Z. Zhu, F. Guo, H. Yu, and C. Chen , IEEE Transactions on Multimedia , 2014MATLABFree
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A new contourlet transform with sharp frequency localization
Y. Lu and M. N. Do , IEEE International Conference on Image Processing, Atlanta, USA , 2006MATLABFree
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Demosaicking by Alternating Projections: Theory and Fast One-Step Implementation
Y. M. Lu, M. Karzand, and M. Vetterli , IEEE Transactions on Image Processing , 2010MATLABFree
-
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising
J. Xu, L. Zhang, D. Zhang , Computer Vision - ECCV 2018: 15th European Conference, Munich, Germany , 2018MATLABFree
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FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
K. Zhang, W. Zuo, L. Zhang , IEEE Transactions on Image Processing , 2018MATLABFree
-
Learning Support Correlation Filters for Visual Tracking
W. Zuo, X. Wu, L. Lin, L. Zhang, M-H. Yang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018MATLABFree
-
Robust Online Matrix Factorization for Dynamic Background Subtraction
H. Yong, D. Meng, W. Zuo, L. Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018MATLABFree
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Learning a Single Convolutional Super-Resolution Network for Multiple Degradations
K. Zhang, W. Zuo, L. Zhang , Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018MATLABFree
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Fast-Convergent Distributed Coordinated Precoding for TDD Multicell MIMO Systems
R. Brandt, M. Bengtsson , IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP'15) , 2015JuliaFree
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Interference Alignment-Aided Base Station Clustering using Coalition Formation
R. Brandt, R. Mochaourab, M. Bengtsson , Asilomar Conf. Signals, Systems, Computers (Asilomar'15) , 2015JuliaFree
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Weighted Sum Rate Optimization for Multicell MIMO Systems with Hardware-Impaired Transceivers
R. Brandt, E. Björnson, M. Bengtsson , IEEE Int. Conf. Acoustics, Speech, Signal Process. (ICASSP'14) , 2014MATLABFree
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Wideband MIMO Channel Diagonalization in the Time Domain
R. Brandt, M. Bengtsson , IEEE Int. Symp. Personal, Indoor, Mobile Radio Commun. (PIMRC'11) , 2011MATLABFree
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Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification
C. Chen, W. Li, E. W. Tramel, M. Cui, S. Prasad, and J. E. Fowler , IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2014MATLABFree
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Reconstruction of Hyperspectral Imagery from Random Projections Using Multihypothesis Prediction
C. Chen, W. Li, E. W. Tramel, and J. E. Fowler , IEEE Transactions on Geoscience and Remote Sensing , 2014MATLABFree
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Real-Time Human Action Recognition Based on Depth Motion Maps
C. Chen, K. Liu, and N. Kehtarnavaz , Journal of Real-Time Image Processing , 2013MATLABFree
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Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
R. Hou, C. Chen, and M. Shah , International Conference on Computer Vision (ICCV) , 2017PythonFree
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Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
F. Li, C. Tian, W. Zuo, L. Zhang, M-H. Yang , Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018MATLABFree
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Cross-View Image Matching for Geo-localization in Urban Environments
Y. Tian, C. Chen, and M. Shah , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017MATLAB / PythonFree
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3D Action Recognition Using Multi-temporal Depth Motion Maps and Fisher Vector
C. Chen, M. Liu, B. Zhang, J. Han, J. Jiang and H. Liu , 25th International Joint Conference on Artificial Intelligence (IJCAI-16) , 2016MATLABFree
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Action Recognition from Depth Sequences Using Depth Motion Maps-based Local Binary Patterns
C. Chen, R. Jafari, and N. Kehtarnavaz , IEEE Winter Conference on Applications of Computer Vision (WACV 2015) , 2015MATLABFree
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Single-Image Super-Resolution Using Multihypothesis Prediction
C. Chen, and J. E. Fowler , The 46th Asilomar Conference on Signals, Systems, and Computers , 2012MATLABFree
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Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
C. Chen, E. W. Tramel, and J. E. Fowler , The 45th Asilomar Conference on Signals, Systems, and Computers , 2011MATLABFree
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Learning a Wavelet-Like Auto-encoder to Accelerate Deep Neural Networks
T. Chen, Liang Lin, W. Zuo, X. Luo, L. Zhang , Proccedings of AAAI Conference on Artificial Intelligence (AAAI-18) , 2018C++Free
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Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
J. Xu, L. Zhang, D. Zhang, X. Feng , 2017 International Conference on Computer Vision (ICCV 2017) , 2017MATLABFree
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Higher-order Integration of Hierarchical Convolutional Activations for Fine-grained Visual Categorization
S. Cai, W. Zuo, L. Zhang , 2017 International Conference on Computer Vision (ICCV 2017) , 2017MATLABFree
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Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation
S. Gu, D. Meng, W. Zuo, L. Zhang , 2017 International Conference on Computer Vision (ICCV 2017) , 2017MATLABFree
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Deep Location-Specific Tracking
L. Yang, R. Liu, D. Zhang, L. Zhang , Proceedings of the 2017 ACM on Multimedia Conference , 2017MATLABFree
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Learning Deep CNN Denoiser Prior for Image Restoration
K. Zhang, W. Zuo, S. Gu, L. Zhang , 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) , 2017MATLABFree
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Learning Dynamic Guidance for Depth Image Enhancement
S. Gu, W. Zuo, S. Guo, Y. Chen, C. Chen, L. Zhang , 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) , 2017MATLABFree
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G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition
P. Li, Q. Wang, L. Zhang , 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) , 2017MATLABFree
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A Probabilistic Collaborative Representation based Approach for Pattern Classification
S. Cai, L. Zhang, W. Zuo and X. Feng , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
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Group MAD Competition – A New Methodology to Compare Objective Image Quality Models
K. Ma, Q. Wu, Z. Wang, Z. Duanmu, H. Yong, H. Li and L. Zhang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
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Visual Tracking via Dual Linear Structured SVM and Explicit Feature Map
J. Ning, J. Yang, S. Jiang, L. Zhang and M-H Yang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
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Joint Learning of Single-image and Cross-image Representations for Person Re-identification
F. Wang, W. Zuo, L. Lin, D. Zhang and L. Zhang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016CaffeFree
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RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian with Application to Material Recognition
Q. Wang, P. Li, W. Zuo and L. Zhang , 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) , 2016MATLABFree
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Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria
Keze Wang, Liang Lin, Xiaopeng Yan, Ziliang Chen, Dongyu Zhang, and Lei Zhang , IEEE Transactions on Neural Networks and Learning Systems , 2018PytorchFree
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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 , 2018C++Free
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Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning
Yukai Shi, Keze Wang, Chongyu Chen, Li Xu and Liang Lin , IEEE Transactions on Mulitmedia , 2017PytorchFree
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PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence
Keze Wang, Liang Lin, Jiangbo Lu, Chenglong Li, and Keyang Shi , IEEE Transactions on Image Processing , 2015C++Free
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Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection
Keze Wang, Xiaopeng Yan, Donyu Zhang, Lei Zhang, Liang Lin , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018PytorchFree
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Recurrent 3D Pose Sequence Machines
Mude Lin, Liang Lin, Xiaodan Liang, Keze Wang, and Hui Cheng , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017LuaFree
-
Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications
Z. Yang and L. Xie , Signal Processing , 2018MATLABFree
-
Exact joint sparse frequency recovery via optimization methods
Z. Yang and L. Xie , IEEE Transactions on Signal Processing , 2016MATLABFree
-
Vandermonde decomposition of multilevel Toeplitz matrices with application to multidimensional super-resolution
Z. Yang, L. Xie and P. Stoica , IEEE Transactions on Information Theory , 2016MATLABFree
-
A discretization-free sparse and parametric approach for linear array signal processing
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2014MATLABFree
-
Variational Bayesian algorithm for quantized compressed sensing
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2013MATLABFree
-
Off-grid direction of arrival estimation using sparse Bayesian inference
Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing , 2013MATLABFree
-
Robustly stable signal recovery in compressed sensing with structured matrix perturbation
Z. Yang, C. Zhang, and L. Xie , IEEE Transactions on Signal Processing , 2012MATLABFree
-
Orthonormal expansion l1-minimization algorithms for compressed sensing
Z. Yang, C. Zhang, J. Deng, and W. Lu , IEEE Transactions on Signal Processing , 2011MATLABFree
-
Continuous compressed sensing with a single or multiple measurement vectors
Z. Yang and L. Xie , EEE Workshop on Statistical Signal Processing (SSP) , 2014MATLABFree
-
High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis – With an Application to Gravitational-Wave Signal
D-H. Pham and S. Meignen , IEEE Transactions on Signal Processing , 2017MATLABFree
-
On Demodulation, Ridge Detection and Synchrosqueezing for Multicomponent Signals
S. Meignen, D-H. Pham and S. McLaughlin , IEEE Transactions on Signal Processing , 2017MATLABFree
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An Overview of Time-Frequency Reassignment and Synchrosqueezing
F. Auger, P. Flandrin, Y-T. Lin, S. McLaughlin, S. Meignen, T. Oberlin, H-T. Wu , IEEE Signal Processing Magazine , 2013MATLABFree
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A New algorithm for Multicomponent Signals Analysis based on SynchroSqueezing: With an Application to Signal Sampling and Denoising
S. Meignen, T. Oberlin and S. McLaughlin , IEEE Transactions on Signal Processing , 2012MATLABFree
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Nonlinear Cell-Average Multiscale Signal Representations: Application to Signal Denoising
B. Mateï, S. Meignen , Signal Processing , 2012MATLABFree
-
An Alternative Formulation for the Empirical Mode Decomposition
T. Oberlin, S. Meignen and V. Perrier , IEEE Transactions on Signal Processing , 2012MATLABFree
-
A New Formulation for Empirical Mode Decomposition Based on Constrained Optimization
S. Meignen, V. Perrier , IEEE Signal Processing Letters , 2007ScilabFree
-
Optimized Kernel Entropy Components
E. Izquierdo-Verdiguier, V. Laparra, R. Jenssen, L. Gómez-Chova, & G. Camps-Valls , IEEE Transactions on Neural Networks and Learning Systems , 2016MATLABFree
-
Visual aftereffects and sensory nonlinearities from a single statistical framework
V. Laparra & J. Malo , Frontiers in Human Neuroscience , 2015MATLABFree
-
Spatio-Chromatic Adaptation via Higher-Order Canonical Correlation Analysis of Natural Images
M.U. Gutmann, V. Laparra, A. Hyvärinen and J. Malo , PLOS ONE , 2014MATLABFree
-
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising
Jun Xu, Lei Zhang, Wangmeng Zuo, David Zhang, and Xiangchu Feng , 2015 IEEE International Conference on Computer Vision (ICCV 2015) , 2015MATLABFree
-
Convolutional Sparse Coding for Image Super-resolution
Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng and Lei Zhang , 2015 IEEE International Conference on Computer Vision (ICCV 2015) , 2015MATLABFree
-
External Patch Prior Guided Internal Clustering for Image Denoising
Fei Chen, Lei Zhang, and Huimin Yu , 2015 IEEE International Conference on Computer Vision (ICCV 2015) , 2015MATLABFree
-
Projective Dictionary Pair Learning for Pattern Classification
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng , Conference on Neural Information Processing Systems 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
-
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
-
Support Vector Guided Dictionary Learning
Sijia Cai, Wangmeng Zuo, Lei Zhang, Xiangchu Feng, and Ping Wang , European Conference on Computer Vision 2014 , 2014MATLABFree
-
Shrinkage Expansion Adaptive Metric Learning
Qilong Wang, Wangmeng Zuo, Lei Zhang, and Peihua Li , European Conference on Computer Vision 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
-
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
-
Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis
V. Laparra, S. Jiménez, G. Camps-Valls & J. Malo , Neural Computation , 2012MATLABFree
-
Psychophysically Tuned Divisive Normalization factorizes the PDF of Natural Images
J. Malo & V. Laparra , Neural Computation , 2010MATLABFree
-
Divisive Normalization Image Quality Metric Revisited
V. Laparra, J. Muñoz & J.Malo , Journal of the Optical Society of America A , 2010MATLABFree
-
Image Denoising with Kernels based on Natural Image Relations
V. Laparra, J. Gutiérrez, G. Camps & J. Malo , Journal of Machine Learning Research , 2010MATLABFree
-
Kernel Feature Extraction in Signal Processing
V. Laparra and Camps-Valls, G. , Digital Signal Processing with Kernel Methods (Chapter 12) , 2017MATLABFree
-
End-to-end optimized image compression
J. Ballé, V. Laparra, and E.P. Simoncelli , Int'l. Conf. on Learning Representations (ICLR2017) , 2017MATLABFree
-
Density Modeling of Images using a Generalized Normalization Transformation
J. Ballé, V. Laparra, and E.P. Simoncelli , SIAM: Conference on Imaging Science , 2016TensorflowFree
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