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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) ,  2011
    MATLAB

    Free

  • Efficient Greedy Feature Selection for Unsupervised Learning

    Ahmed K. Farahat, Ali Ghodsi, and Mohamed S. Kamel , Knowledge and information systems (KAIS) ,  2013
    MATLAB

    Free

  • 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) ,  2013
    MATLAB

    Free

  • Greedy Column Subset Selection for Large-scale Data Sets

    Ahmed K. Farahat, Ali Ghodsi, and Mohamed S. Kamel , Knowledge and Information Systems (KAIS) ,  2015
    MATLAB

    Free

  • Dimensionality Reduction via Regression in Hyperspectral Imagery

    Valero Laparra, Jesús Malo, and Gustau Camps-Valls , IEEE Journal of selected topics in signal processing ,  2015
    MATLAB

    Free

  • Principal Polynomial Analysis

    Valero Laparra, Sandra Jimenez, Devis Tuia, Gustau Camps-Valls and Jesus Malo , International Journal of Neural Systems ,  2014
    MATLAB

    Free

  • 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 ,  2016
    MATLAB

    Free

  • Iterative Gaussianization: from ICA to Random Rotations

    Valero Laparra, Gustavo Camps-Valls, and Jesús Malo , IEEE Transactions on Neural Networks ,  2011
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    $10.00

  • 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 ,  2014
    Matlab

    Free

  • Perceptually optimized image rendering

    Valero Laparra, Alexander Berardino, Johannes Ballé, and Eero P. Simoncelli , Journal of the Optical Society of America A ,  2017
    MATLAB / Python

    Free

  • Aggregating a Large Number of Residential Appliances for Demand Response Applications

    Fadi Elghitani , IEEE Transactions on Smart Grid ,  2017
    Matlab

    $399.00

  • Gateway placement and packet routing for multihop in-vehicle internet access

    Hassan Aboubakr Omar and Weihua Zhuang , IEEE Transactions on Emerging Topics in Computing ,  2015
    MATLAB

    $19.99

  • 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 ,  2014
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    $50.00

  • 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 ,  2018
    Matlab

    $59.99

  • Globally Optimal Base Station Clustering in Interference Alignment-Based Multicell Networks

    R. Brandt, R. Mochaourab, M. Bengtsson , IEEE Signal Processing Letters ,  2016
    Julia

    Free

  • Distributed CSI Acquisition and Coordinated Precoding for TDD Multicell MIMO Systems

    R. Brandt, M. Bengtsson , IEEE Transactions on Vehicular Technology ,  2016
    MATLAB

    Free

  • Latent Constrained Correlation Filter

    B. Zhang, S. Luan, C. Chen, J. Han, W. Wang, A. Perina, and L. Shao , IEEE Transactions on Image Processing ,  2017
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • 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 ,  2016
    MATLAB

    Free

  • 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 ,  2016
    MATLAB

    Free

  • 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 ,  2015
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • A new contourlet transform with sharp frequency localization

    Y. Lu and M. N. Do , IEEE International Conference on Image Processing, Atlanta, USA ,  2006
    MATLAB

    Free

  • Demosaicking by Alternating Projections: Theory and Fast One-Step Implementation

    Y. M. Lu, M. Karzand, and M. Vetterli , IEEE Transactions on Image Processing ,  2010
    MATLAB

    Free

  • 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 ,  2018
    MATLAB

    Free

  • FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising

    K. Zhang, W. Zuo, L. Zhang , IEEE Transactions on Image Processing ,  2018
    MATLAB

    Free

  • 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 ,  2018
    MATLAB

    Free

  • Robust Online Matrix Factorization for Dynamic Background Subtraction

    H. Yong, D. Meng, W. Zuo, L. Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence ,  2018
    MATLAB

    Free

  • 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) ,  2018
    MATLAB

    Free

  • 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) ,  2015
    Julia

    Free

  • Interference Alignment-Aided Base Station Clustering using Coalition Formation

    R. Brandt, R. Mochaourab, M. Bengtsson , Asilomar Conf. Signals, Systems, Computers (Asilomar'15) ,  2015
    Julia

    Free

  • 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) ,  2014
    MATLAB

    Free

  • Wideband MIMO Channel Diagonalization in the Time Domain

    R. Brandt, M. Bengtsson , IEEE Int. Symp. Personal, Indoor, Mobile Radio Commun. (PIMRC'11) ,  2011
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • Real-Time Human Action Recognition Based on Depth Motion Maps

    C. Chen, K. Liu, and N. Kehtarnavaz , Journal of Real-Time Image Processing ,  2013
    MATLAB

    Free

  • Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos

    R. Hou, C. Chen, and M. Shah , International Conference on Computer Vision (ICCV) ,  2017
    Python

    Free

  • 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) ,  2018
    MATLAB

    Free

  • 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) ,  2017
    MATLAB / Python

    Free

  • 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) ,  2016
    MATLAB

    Free

  • 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) ,  2015
    MATLAB

    Free

  • Single-Image Super-Resolution Using Multihypothesis Prediction

    C. Chen, and J. E. Fowler , The 46th Asilomar Conference on Signals, Systems, and Computers ,  2012
    MATLAB

    Free

  • 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 ,  2011
    MATLAB

    Free

  • 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) ,  2018
    C++

    Free

  • 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) ,  2017
    MATLAB

    Free

  • 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) ,  2017
    MATLAB

    Free

  • 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) ,  2017
    MATLAB

    Free

  • Deep Location-Specific Tracking

    L. Yang, R. Liu, D. Zhang, L. Zhang , Proceedings of the 2017 ACM on Multimedia Conference ,  2017
    MATLAB

    Free

  • 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) ,  2017
    MATLAB

    Free

  • 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) ,  2017
    MATLAB

    Free

  • 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) ,  2017
    MATLAB

    Free

  • 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) ,  2016
    MATLAB

    Free

  • 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) ,  2016
    MATLAB

    Free

  • 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) ,  2016
    MATLAB

    Free

  • 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) ,  2016
    Caffe

    Free

  • 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) ,  2016
    MATLAB

    Free

  • 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 ,  2018
    Pytorch

    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
    C++

    Free

  • 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 ,  2017
    Pytorch

    Free

  • 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 ,  2015
    C++

    Free

  • 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) ,  2018
    Pytorch

    Free

  • 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) ,  2017
    Lua

    Free

  • Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications

    Z. Yang and L. Xie , Signal Processing ,  2018
    MATLAB

    Free

  • Exact joint sparse frequency recovery via optimization methods

    Z. Yang and L. Xie , IEEE Transactions on Signal Processing ,  2016
    MATLAB

    Free

  • Vandermonde decomposition of multilevel Toeplitz matrices with application to multidimensional super-resolution

    Z. Yang, L. Xie and P. Stoica , IEEE Transactions on Information Theory ,  2016
    MATLAB

    Free

  • A discretization-free sparse and parametric approach for linear array signal processing

    Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing ,  2014
    MATLAB

    Free

  • Variational Bayesian algorithm for quantized compressed sensing

    Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing ,  2013
    MATLAB

    Free

  • Off-grid direction of arrival estimation using sparse Bayesian inference

    Z. Yang, L. Xie, and C. Zhang , IEEE Transactions on Signal Processing ,  2013
    MATLAB

    Free

  • Robustly stable signal recovery in compressed sensing with structured matrix perturbation

    Z. Yang, C. Zhang, and L. Xie , IEEE Transactions on Signal Processing ,  2012
    MATLAB

    Free

  • Orthonormal expansion l1-minimization algorithms for compressed sensing

    Z. Yang, C. Zhang, J. Deng, and W. Lu , IEEE Transactions on Signal Processing ,  2011
    MATLAB

    Free

  • Continuous compressed sensing with a single or multiple measurement vectors

    Z. Yang and L. Xie , EEE Workshop on Statistical Signal Processing (SSP) ,  2014
    MATLAB

    Free

  • 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 ,  2017
    MATLAB

    Free

  • On Demodulation, Ridge Detection and Synchrosqueezing for Multicomponent Signals

    S. Meignen, D-H. Pham and S. McLaughlin , IEEE Transactions on Signal Processing ,  2017
    MATLAB

    Free

  • 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 ,  2013
    MATLAB

    Free

  • 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 ,  2012
    MATLAB

    Free

  • Nonlinear Cell-Average Multiscale Signal Representations: Application to Signal Denoising

    B. Mateï, S. Meignen , Signal Processing ,  2012
    MATLAB

    Free

  • An Alternative Formulation for the Empirical Mode Decomposition

    T. Oberlin, S. Meignen and V. Perrier , IEEE Transactions on Signal Processing ,  2012
    MATLAB

    Free

  • A New Formulation for Empirical Mode Decomposition Based on Constrained Optimization

    S. Meignen, V. Perrier , IEEE Signal Processing Letters ,  2007
    Scilab

    Free

  • 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 ,  2016
    MATLAB

    Free

  • Visual aftereffects and sensory nonlinearities from a single statistical framework

    V. Laparra & J. Malo , Frontiers in Human Neuroscience ,  2015
    MATLAB

    Free

  • Spatio-Chromatic Adaptation via Higher-Order Canonical Correlation Analysis of Natural Images

    M.U. Gutmann, V. Laparra, A. Hyvärinen and J. Malo , PLOS ONE ,  2014
    MATLAB

    Free

  • 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) ,  2015
    MATLAB

    Free

  • 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) ,  2015
    MATLAB

    Free

  • 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) ,  2015
    MATLAB

    Free

  • Projective Dictionary Pair Learning for Pattern Classification

    Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng , Conference on Neural Information Processing Systems 2014 ,  2014
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • Support Vector Guided Dictionary Learning

    Sijia Cai, Wangmeng Zuo, Lei Zhang, Xiangchu Feng, and Ping Wang , European Conference on Computer Vision 2014 ,  2014
    MATLAB

    Free

  • Shrinkage Expansion Adaptive Metric Learning

    Qilong Wang, Wangmeng Zuo, Lei Zhang, and Peihua Li , European Conference on Computer Vision 2014 ,  2014
    MATLAB

    Free

  • 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 ,  2014
    MATLAB

    Free

  • 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) ,  2014
    MATLAB

    Free

  • Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis

    V. Laparra, S. Jiménez, G. Camps-Valls & J. Malo , Neural Computation ,  2012
    MATLAB

    Free

  • Psychophysically Tuned Divisive Normalization factorizes the PDF of Natural Images

    J. Malo & V. Laparra , Neural Computation ,  2010
    MATLAB

    Free

  • Divisive Normalization Image Quality Metric Revisited

    V. Laparra, J. Muñoz & J.Malo , Journal of the Optical Society of America A ,  2010
    MATLAB

    Free

  • Image Denoising with Kernels based on Natural Image Relations

    V. Laparra, J. Gutiérrez, G. Camps & J. Malo , Journal of Machine Learning Research ,  2010
    MATLAB

    Free

  • Kernel Feature Extraction in Signal Processing

    V. Laparra and Camps-Valls, G. , Digital Signal Processing with Kernel Methods (Chapter 12) ,  2017
    MATLAB

    Free

  • End-to-end optimized image compression

    J. Ballé, V. Laparra, and E.P. Simoncelli , Int'l. Conf. on Learning Representations (ICLR2017) ,  2017
    MATLAB

    Free

  • Density Modeling of Images using a Generalized Normalization Transformation

    J. Ballé, V. Laparra, and E.P. Simoncelli , SIAM: Conference on Imaging Science ,  2016
    Tensorflow

    Free

123›»
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