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Science NestCategoriesElectrical and Electronic EngineeringSignal Processing
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  • Robust $L_{2}E$ Estimation of Transformation for Non-Rigid Registration

    Jiayi Ma, Weichao Qiu, Ji Zhao, Y. Ma, A. Yuille, Zhuowen Tu , IEEE Transactions on Signal Processing ,  2015
    Matlab

    Free

  • Decentralized Equalization With Feedforward Architectures for Massive MU-MIMO

    Charles Jeon, Kaipeng Li, J. Cavallaro, Christoph Studer , IEEE Transactions on Signal Processing ,  2019
    MATLAB

    Free

  • Adaptive One-Class Support Vector Machine

    V. Gómez-Verdejo, J. Arenas-García, Miguel Lázaro-Gredilla, Á. Navia-Vázquez , IEEE Transactions on Signal Processing ,  2017
    C++

    Free

  • Bidirectional recurrent neural networks

    Mike Schuster, K. Paliwal , IEEE Transactions on Signal Processing ,  2020
    Jupyter Notebook

    Free

  • SGDLibrary: A MATLAB library for stochastic optimization algorithms

    H. Kasai , J. Mach. Learn. Res. ,  2017
    Terra

    Free

  • Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test

    Y. Xiang, J. Ding, V. Tarokh , IEEE Transactions on Signal Processing ,  2018
    R

    Free

  • Gauge-Adjusted Rainfall Estimates from Commercial Microwave Links

    M. Fencl, M. Dohnal, J. Rieckermann, V. Bares , IEEE Transactions on Signal Processing ,  2017
    R

    Free

  • Improving the readability of time-frequency and time-scale representations by the reassignment method

    F. Auger, P. Flandrin , IEEE Transactions on Signal Processing ,  1995
    Python

    Free

  • Robust Kalman Filter Based on a Generalized Maximum-Likelihood-Type Estimator

    Mital A. Gandhi, L. Mili , IEEE Transactions on Signal Processing ,  2010
    Python

    Free

  • Learning the MMSE Channel Estimator

    David Neumann, Thomas Wiese, W. Utschick , IEEE Transactions on Signal Processing ,  2018
    Julia

    Free

  • Learning to Optimize: Training Deep Neural Networks for Interference Management

    Haoran Sun, Xiangyi Chen, Q. Shi, M. Hong, Xiao Fu, N. Sidiropoulos , IEEE Transactions on Signal Processing ,  2018
    Python

    Free

  • Compressed sensing with side information: Geometrical interpretation and performance bounds

    J. Mota, N. Deligiannis, M. Rodrigues , 2 ,  2014
    Matlab

    Free

  • Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds

    J. Mota, N. Deligiannis, M. Rodrigues , I ,  2017
    Matlab

    Free

  • Kernel methods for nonlinear identification, equalization and separation of signals

    Steven Van Vaerenbergh , P ,  2010
    MATLAB

    Free

  • Efficient sequential Monte-Carlo samplers for Bayesian inference

    T. Nguyen, F. Septier, G. Peters, Y. Delignon , I ,  2016
    Python

    Free

  • A Poisson-Gaussian Denoising Dataset with Real Fluorescence Microscopy Images

    Yide Zhang, Yinhao Zhu, Evan Nichols, Qingfei Wang, Siyuan Zhang, Cody Smith, Scott Howard , 2 ,  2018
    Python

    Free

  • Distributed Compressive Sensing: A Deep Learning Approach

    Hamid Palangi, Rabab Ward, Li Deng , IEEE Transactions on Signal Processing ,  2016
    Matlab

    Free

  • Focused blind deconvolution

    P. Bharadwaj, L. Demanet, Aimé Fournier , I ,  2019
    Julia

    Free

  • Optimal Pivot Selection in Fast Weighted Median Search

    A. Rauh, G. Arce , I ,  2012
    C++

    Free

  • Joint CFO and channel estimation in millimeter wave systems with one-bit ADCs

    Nitin Jonathan Myers, R. Heath , 2 ,  2017
    Matlab

    Free

  • Superfast Line Spectral Estimation

    T. L. Hansen, B. Fleury, B. Rao , I ,  2018
    Matlab

    Free

  • Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing

    R. Borsoi, Tales Imbiriba, J. Bermudez , I ,  2020
    MATLAB

    Free

  • Efficient L1-Norm Principal-Component Analysis via Bit Flipping

    P. Markopoulos, S. Kundu, Shubham Chamadia, D. Pados , I ,  2017
    Python

    Free

  • AMP-Inspired Deep Networks for Sparse Linear Inverse Problems

    M. Borgerding, Philip Schniter, S. Rangan , I ,  2017
    Python

    Free

  • Reconstruction of reflectance spectra using robust nonnegative matrix factorization

    A. Hamza, D. Brady , I ,  2006
    HTML

    Free

  • Parallel algorithms for constrained tensor factorization via alternating direction method of multipliers

    A. Liavas, N. Sidiropoulos , I ,  2015
    C++

    Free

  • Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem

    Shaogang Wang, Vishal M. Patel, A. Petropulu , I ,  2019
    MATLAB

    Free

  • Toward a computation channel for digital signal processing systems

    D. Anastasia, Y. Andreopoulos , I ,  2012
    C++

    Free

  • A multiplicative algorithm for convolutive non-negative matrix factorization based on squared euclidean distance

    Wenwu Wang, A. Cichocki, J. Chambers , I ,  2009
    Python

    Free

  • Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink

    Le-Nam Tran, Muhammad Fainan Hanif, Antti Tolli, and Markku Juntti , IEEE Signal Processing Letters ,  2012
    MATLAB

    Free

  • A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays

    Le-Nam Tran, Muhammad Fainan Hanif, and Markku Juntti , IEEE Signal Processing Letters ,  2014
    MATLAB

    Free

  • Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames

    David I Shuman, Christoph Wiesmeyr, Nicki Holighaus, and Pierre Vandergheynst , IEEE Transactions on Signal Processing ,  2015
    MATLAB

    Free

  • Learning Parametric Dictionaries for Signals on Graphs

    Dorina Thanou, David I Shuman, and Pascal Frossard , IEEE Transactions on Signal Processing ,  2014
    MATLAB

    Free

  • Global and Local Uncertainty Principles for Signals on Graphs

    Nathanael Perraudin, Benjamin Ricaud, David I Shuman, and Pierre Vandergheynst , APSIPA Transactions on Signal and Information Processing ,  2018
    MATLAB

    Free

  • Learning Topology and Dynamics of Large Recurrent Neural Networks

    Yiyuan She, Yuejia He, and Dapeng Wu , IEEE Transactions on Signal Processing ,  2014
    MATLAB

    Free

  • Localization of the complex spectrum: the S transform

    R. G. Stockwell, L. Mansinha, R. Lowe , IEEE Transactions on Signal Processing ,  1996
    C

    Free

  • Integer fast Fourier transform

    S. Oraintara, Y. Chen, T. Nguyen , IEEE Transactions on Signal Processing ,  2015
    Python

    Free

  • Stable Safe Screening and Structured Dictionaries for Faster $\ell _{1}$ Regularization

    C. Dantas, R. Gribonval , IEEE Transactions on Signal Processing ,  2018
    Python

    Free

  • A Fast Interior Point Method for Atomic Norm Soft Thresholding

    T. L. Hansen, T. Jensen , IEEE Transactions on Signal Processing ,  2019
    Matlab

    Free

  • The Gaussian Mixture Probability Hypothesis Density Filter

    B. Vo, W. Ma , IEEE Transactions on Signal Processing ,  2017
    Matlab

    Free

  • Deep Learning-Based Detector for OFDM-IM

    Thien Van Luong, Y. Ko, Ngo Anh Vien, D. Nguyen, Michail Matthaiou , IEEE Wireless Communications Letters ,  2019
    Jupyter Notebook

    Free

  • Estimating uncertainties in statistics computed from direct numerical simulation

    Todd A. Oliver, N. Malaya, R. Ulerich, R. Moser , Physics of Fluids ,  2014
    C++

    Free

  • A blind source separation technique using second-order statistics

    A. Belouchrani, K. Abed-Meraim, Jean-François Cardoso, E. Moulines , IEEE Transactions on Signal Processing ,  1997
    Python

    Free

  • Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems

    M. Imani, Ulisses Braga-Neto , IEEE Transactions on Signal Processing ,  2017
    Python

    Free

  • A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters

    N. Brisebarre, Silviu-Ioan Filip, G. Hanrot , IEEE Transactions on Signal Processing ,  2018
    C++

    Free

  • Efficient L1-Norm Principal-Component Analysis via Bit Flipping

    P. Markopoulos, S. Kundu, Shubham Chamadia, D. Pados , IEEE Transactions on Signal Processing ,  2017
    Python

    Free

  • Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure

    V. Berisha, Alan Wisler, A. Hero, Andreas Spanias , IEEE Transactions on Signal Processing ,  2016
    C

    Free

  • Validity of Time Reversal for Testing Granger Causality

    I. Winkler, Danny Panknin, D. Bartz, K. Müller, S. Haufe , IEEE Transactions on Signal Processing ,  2016
    Matlab

    Free

  • A Unified Successive Pseudoconvex Approximation Framework

    Y. Yang, M. Pesavento , IEEE Transactions on Signal Processing ,  2017
    Python

    Free

  • Simultaneously Sparse and Low-Rank Matrix Reconstruction via Nonconvex and Nonseparable Regularization

    Wei Chen , IEEE Transactions on Signal Processing ,  2018
    Matlab

    Free

  • Distributed Variational Bayesian Algorithms Over Sensor Networks

    Junhao Hua, C. Li , IEEE Transactions on Signal Processing ,  2016
    Matlab

    Free

  • NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

    Naiyang Guan, D. Tao, Z. Luo, B. Yuan , IEEE Transactions on Signal Processing ,  2012
    MATLAB

    Free

  • Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications

    Khalil Elkhalil, A. Kammoun, T. Al-Naffouri, Mohamed-Slim Alouini , IEEE Transactions on Signal Processing ,  2016
    Matlab

    Free

  • Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

    Jeremias Sulam, Vardan Papyan, Yaniv Romano, Michael Elad , IEEE Transactions on Signal Processing ,  2018
    MATLAB

    Free

  • Bayesian Model Comparison With the g-Prior

    J. K. Nielsen, M. Christensen, A. Cemgil, S. Jensen , IEEE Transactions on Signal Processing ,  2014
    C++

    Free

  • Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors

    D. Kuzin, O. Isupova, L. Mihaylova , IEEE Transactions on Signal Processing ,  2018
    Matlab

    Free

  • Receive Combining vs. Multi-Stream Multiplexing in Downlink Systems With Multi-Antenna Users

    Emil Björnson, M. Kountouris, M. Bengtsson, B. Ottersten , IEEE Transactions on Signal Processing ,  2013
    Matlab

    Free

  • Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition

    Xinyu Chen, Zhaocheng He, Jiawei Wang , Transportation Research Part C: Emerging Technologies ,  2017
    Jupyter Notebook

    Free

  • Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network

    Aude Hofleitner, Ryan Herring, Pieter Abbeel, Alexandre Bayen , IEEE Transactions on Intelligent Transportation Systems ,  2012
    Python

    Free

  • AMP-Inspired Deep Networks for Sparse Linear Inverse Problems

    M. Borgerding, Philip Schniter, S. Rangan , I ,  2017
    Python

    Free

  • Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data

    Yi Zhou, T. Wang, Ronghua Hu, Hangsheng Su, Yi Liu, Xiaoming Liu, Jidong Suo, H. Snoussi , I ,  2019
    Python

    Free

  • Subspace Tracking from Missing and Outlier Corrupted Data

    Praneeth Narayanamurthy, Vahid Daneshpajooh, N. Vaswani , I ,  2019
    MATLAB

    Free

  • The Gaussian Mixture Probability Hypothesis Density Filter

    B. Vo, Wing-Kin Ma , I ,  2006
    Python

    Free

  • Mobile Adaptive Networks

    Sheng-Yuan Tu, A. Sayed , I ,  2011
    Matlab

    Free

  • Rain Rate Estimation Using Measurements From Commercial Telecommunications Links

    O. Goldshtein, H. Messer, A. Zinevich , I ,  2009
    R

    Free

  • On-The-Fly Approximation of Multivariate Total Variation Minimization

    Jordan Frécon, N. Pustelnik, P. Abry, Laurent Condat , I ,  2016
    MATLAB

    Free

  • Multitaper Time-Frequency Reassignment for Nonstationary Spectrum Estimation and Chirp Enhancement

    Jun Xiao, P. Flandrin , I ,  2007
    Matlab

    Free

  • Shrinkage Algorithms for MMSE Covariance Estimation

    Yilun Chen, A. Wiesel, Yonina C. Eldar, A. Hero , I ,  2010
    Julia

    Free

  • A General Description of Linear Time-Frequency Transforms and Formulation of a Fast, Invertible Transform That Samples the Continuous S-Transform Spectrum Nonredundantly

    R. Brown, M. L. Lauzon, R. Frayne , I ,  2010
    C

    Free

  • Improved discrete definition of quadratic time–frequency distributions

    J. M. O'Toole, M. Mesbah, B. Boashash , I ,  2010
    Matlab

    Free

  • Robust Kalman filter based on a generalized maximum-likelihood-type estimator

    M. Gandhi, L. Mili , I ,  2010
    Python

    Free

  • Covariance matrix estimation for massive MIMO

    Karthik Upadhya, S. Vorobyov , I ,  2018
    Matlab

    Free

  • Bidirectional recurrent neural networks

    M. Schuster, K.K. Paliwal , I ,  1997
    Jupyter Notebook

    Free

  • K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation

    M. Aharon, Michael Elad, A. Bruckstein, Y. Katz , IEEE Transactions on Signal Processing ,  2006
    MATLAB

    Free

  • Sparse Reconstruction by Separable Approximation

    Stephen J. Wright, R. Nowak, Mário A. T. Figueiredo , IEEE Transactions on Signal Processing ,  2018
    Jupyter Notebook

    Free

  • Online low-rank tensor subspace tracking from incomplete data by CP decomposition using recursive least squares

    H. Kasai , 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,  2016
    Matlab

    Free

  • A fast spectral estimation algorithm based on the FFT

    P. Gough , IEEE Transactions on Signal Processing ,  1994
    Jupyter Notebook

    Free

  • Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition

    S. Hansen, A. Hemakom, M. Safeldt, Lærke Karen Krohne, Kristoffer Hougaard Madsen, H. Siebner, D. Mandic, L. Hansen , IEEE Transactions on Signal Processing ,  2019
    MATLAB

    Free

  • Nonlinear Kalman Filtering With Divergence Minimization

    San Gultekin, John W. Paisley , IEEE Transactions on Signal Processing ,  2017
    Matlab

    Free

  • Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information

    R. Alexandru, P. Dragotti , IEEE Transactions on Signal Processing ,  2020
    MATLAB

    Free

  • Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm

    Fei Wen, R. Ying, P. Liu, T. Truong , IEEE Transactions on Signal Processing ,  2019
    MATLAB

    Free

  • Fast algorithm for the 3-D DCT-II

    S. Boussakta, Hamoud O. Alshibami , IEEE Transactions on Signal Processing ,  2004
    Matlab

    Free

  • Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data

    Yi Zhou, T. Wang, Ronghua Hu, Hang Su, Yi Liu, X. Liu, Jidong Suo, H. Snoussi , IEEE Transactions on Signal Processing ,  2019
    Python

    Free

  • PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations

    Yuejie Chi, Yonina C. Eldar, A. R. Calderbank , IEEE Transactions on Signal Processing ,  2013
    Matlab

    Free

  • A Proximal Gradient Algorithm for Decentralized Composite Optimization

    Wei Shi, Q. Ling, G. Wu, Wotao Yin , IEEE Transactions on Signal Processing ,  2015
    Matlab

    Free

  • A General Description of Linear Time-Frequency Transforms and Formulation of a Fast, Invertible Transform That Samples the Continuous S-Transform Spectrum Nonredundantly

    R. Brown, M. L. Lauzon, R. Frayne , I ,  2010
    C

    Free

  • Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support

    Jianbo Ye, P. Wu, J. Z. Wang, Jia Li , I ,  2017
    C

    Free

  • Efficient Sensor Selection with Application to Time Varying Graphs

    Buddhika L. Samarakoon, Manohar N. Murthi, Kamal Premaratne , 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ,  2018
    Python

    Free

  • Robust kronecker product PCA for spatio-temporal covariance estimation

    Kristjan Greenewald, Alfred O. Hero , IEEE Transactions on Signal Processing ,  2015
    MATLAB

    Free

  • Fast fundamental frequency estimation: Making a statistically efficient estimator computationally efficient

    J. Nielsen, T. L. Jensen, J. Jensen, M. G. Christensen, S. H. Jensen , S ,  2017
    C++

    Free

  • CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters

    R. Levie, Federico Monti, X. Bresson, M. Bronstein , I ,  2019
    Jupyter Notebook

    Free

  • Diffusion Maps Kalman Filter for a Class of Systems with Gradient Flows

    Tal Shnitzer, R. Talmon, J. Slotine , I ,  2020
    MATLAB

    Free

  • Variational Bayesian inference for a non-linear forward model

    M. Chappell, A. Groves, Brandon Whitcher, M. Woolrich , I ,  2009
    Shell

    Free

  • Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection

    Yiyuan She, Jiangping Wang, Huanghuang Li, and Dapeng Wu , IEEE Transactions on Signal Processing ,  2013
    MATLAB

    Free

  • Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems

    Yiyuan She, Yuejia He, Shijie Li, and Dapeng Wu , IEEE Transactions on Signal Processing ,  2015
    MATLAB

    Free

  • Focused blind deconvolution

    P. Bharadwaj, L. Demanet, Aimé Fournier , I ,  2019
    Julia

    Free

  • {NuMax: A

    C. Hegde, Aswin C. Sankaranarayanan, W. Yin, Richard Baraniuk , I ,  2015
    Matlab

    Free

  • High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis—With an Application to Gravitational-Wave Signal

    Duong Hong Pham, S. Meignen , IEEE Transactions on Signal Processing ,  2017
    MATLAB

    Free

  • Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples

    Guanyu Wang, J. Zhu, Rick S. Blum, P. Willett, S. Maranò, V. Matta, P. Braca , IEEE Transactions on Signal Processing ,  2018
    MATLAB

    Free

  • Feature Preserving and Uniformity-Controllable Point Cloud Simplification on Graph

    Junkun Qi, Wei Hu, Zongming Guo , 2019 IEEE International Conference on Multimedia and Expo (ICME) ,  2019
    MATLAB

    Free

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