Signal Processing

Article	Citations
Editorial Board	211
Editorial Board	194
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	153
Maximum total generalized correntropy adaptive filtering for parameter estimation	140
Editorial Board	131
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	112
Subset based error recovery	98
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	94
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	74
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	67
A new class of composite objective multistep estimating sequence techniques	62
Model order estimation based on the correntropy of observation eigenvalues	56
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	56
A polynomial multiple variance method for impulse response measurement	56
Green’s function estimation by seismic interferometry from limited frequency samples	54
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	52
Sparse reconstruction method for Direction-of-Arrival estimation using Vector sensor array	51
Separable compressed coded aperture imaging via singular value decomposition	48
Impact of erroneous reporting on heterogeneous cognitive radio networks using improved primary user detection	47
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	46
Video reversible data hiding: An evolution to local distortion-tolerance framework	41
Editorial Board	40
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	39
A penalized inequality-constrained approach for robust beamforming with DoF limitation	39
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	39

Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	38
Polarization-space-time domain adaptive detection for the heterogeneous array	37
Dictionary learning with cone atoms and application to anomaly detection	37
Non-uniform pulse intervals based intra-pulse forwarding jamming detection and recognition in clutter circumstance	37
Texture and geometric feature-fusion-based network for Dunhuang mural inpainting	35
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	35
Cauchy–Gaussian maximum mixture correntropy Kalman filter with component-by-component construction	35
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	34
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	33
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	32
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	32
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	32
Subspace prototype learning for few-Shot remote sensing scene classification	32
Cascaded transformer U-net for image restoration	32
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	32
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	31
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	31
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	31
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	30
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	30
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	30
A topological loss function for image Denoising on a new BVI-lowlight dataset	29
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	29
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	29
A scalable Consensus Fast Graph Filtering approach for late fusion multi-view clustering	29
Quaternion-based deep image prior with regularization by denoising for color image restoration	29
Line spectral estimation with unlimited sensing	29
Quaternion weighted Schatten p-norm minimization for color image r	28
LPI waveform design for radar system against cyclostationary analysis intercept processing	28
Sign steganography revisited with robust domain selection	28
Robust hybrid affine projection filtering algorithm under α-stable environment	28
Reversible data hiding in JPEG document images based on zero coefficients embedding	28
Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non Gaussian interferences	28
A new method for judging thermal image quality with applications	27
Editorial Board	27
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	27
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks	27
Differentiable interacting multiple model particle filtering	27
Monopulse based DOA and polarization estimation with polarization sensitive arrays	26
Pulse processing — Overview and challenges	26
Distributed linear-quadratic control with graph neural networks	26
Game-theory-based complexity allocation for 360-degree video coding	26
Relative entropy based uncertainty principles for graph signals	26
Improved interpolation with sub-pixel relocation method for strong barrel distortion	25
Spherical convolutional neural networks: Stability to perturbations in SO	25
Supervised multi-view classification via the sparse learning joint the weighted elastic loss	25
Learning from small data for hyperspectral image classification	25
Convolution-based free-form deformation for multimodal groupwise registration	25
Effective phase retrieval of sparse signals with convergence guarantee	25
Censoring outliers in elliptically symmetric multivariate distribution	25

Editorial Board	25
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	25
Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors	25
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	24
Security in data-driven satellite applications: An overview and new perspectives	24
Boosting with fine-tuning for deep image denoising	24
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	24
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	24
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	24
Efficient beam-scanning wideband sparse array synthesis with minimum element spacing control	24
Least lp	24
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	24
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	24
Orthogonal time chirp space modulation based upon fractional Fourier transform	23
Contrastive Learning based Multi-task Network for Image Manipulation Detection	23
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	23
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	23
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	23
DOA estimation based on an interpolated coprime array structure	23
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	22
A comparative review on multi-modal sensors fusion based on deep learning	22
A new approach for training a physics-based dehazing network using synthetic images	22
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	22
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	22
Robust metric learning based on subspace learning with lp	22
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	22
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	22
Editorial Board	22
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	21
Generalized bias compensated pseudolinear Kalman filter for colored noisy bearings-only measurements	21
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	21
A normality test for multivariate dependent samples	21
Variable structure bidimensional reference pattern-based anti-bias track to track association	21
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	21
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	21
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	20
Facile alignment estimation in carbon nanotube films using image processing	20
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	20
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	20
Robust radar waveform design for extended targets with multiple spectral compatibility constraints	20
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	20
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	20
Convergence analysis and improvement of progressive Gaussian approximation filters	20
Moving target identification under deception jamming circumstance based on radon-Fourier transform	19
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	19
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	19
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	19
Signal separation method based on large aperture multistatic radar for escort jamming suppression	19
A variable diagonal-matrix-step-size APA robust to impulsive noises	19
Compressive sensing of ECG signals using plug-and-play regularization	19
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	19
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	19
On designing good doppler tolerance waveform with low PSL of ambiguity function	19
Finite-window RLS algorithms	19
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	19
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	18
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	18
Design of optimum two-dimensional non-redundant arrays	18
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy	18
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	18
Super Fourier analysis: A highly efficient framework for multivariate signal processing	18
Quasi-omnidirectional beamforming for uniform rectangular array	18
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	18
Enhancing jamming source tracking capability via adaptive grey wolf optimization mechanism for passive radar network	18
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	18
Advances in Model-based Deep Learning	18
Bistatic MIMO radar for exact near-field target localization with COLD arrays	18
On the variance of the LMS algorithm squared-error sample curve	18
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	18
Editorial Board	18
Blind deconvolution on graphs: Exact and stable recovery	17
Editorial Board	17
Graphical network and topology estimation for autoregressive models using Gibbs sampling	17
Efficient in-situ image and video compression through probabilistic image representation	17
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	17
Robust graph learning for classification	17
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	17
A constraint optimization problem for model order estimation	17
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	17
On the accuracy limits of misspecified delay-Doppler estimation	17

A general soft-balanced clustering framework based on a novel balance regularizer	17
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	17
Optimal pulse design for visible light positioning systems	17
Tensor decompositions for signal processing: Theory, advances, and applications	17
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	17
Perceptual authentication hashing for digital images based on multi-domain feature fusion	17
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	17
Adaptive robust MIMO radar target localization via capped Frobenius norm	17
A novel multi-layer discriminative dictionary learning approach for image classification	17
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	17
An adaptive high capacity reversible data hiding algorithm in interpolation domain	17
Optimal linear filtering for networked control systems under time correlated fading channel and noise	16
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	16
Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty	16
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	16
Editorial Board	16
A Nyström-based low-rank unitary MVDR beamforming scheme	16
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC CPHD filter for multi-target tracking	16
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	16
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	16
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	16
Testing for Granger causality using a partial coherence statistic	16
Order selection criteria for two-dimensional autoregressive model	16
Joint RFI mitigation and radar echo recovery for one-bit UWB radar	16
A novel family of online censoring based complex-valued least mean kurtosis algorithms	16
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	16
Computational efficient segmented integration method for high-speed maneuvering target detection	16
Modal adaptive super-resolution for medical images via continual learning	16
Simultaneous Multiple High-precision Beam Scheduling for Multitarget Tracking	16
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	16
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
Editorial Board	15
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	15
Generalized ℓ2	15
Embedding a heavy-ball type of momentum into the estimating sequences	15
ADTFD-RANSAC For multi-component IF estimation	15
RKFNet: A novel neural network aided robust Kalman filter	15
Editorial Board	15
Uniqueness of the discrete Fourier transform	15
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	15
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	15
On the sum of random samples with bounded Pareto distribution	15
When Ramanujan sums meet affine Fourier transform	15
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	15
Editorial for the 45th anniversary special issue of signal processing	15
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	15
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	15
A sparse time-frequency reconstruction approach from the synchroextracting domain	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	14
Fast cross tensor approximation for image and video completion	14
Fractional-order generalized complex correntropy algorithm for robust active noise control	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
Eigenbeam-space transformation based steerable differential beamforming for linear arrays	14
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	14
Image stitching by disparity-guided multi-plane alignment	14
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	14
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	14
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	14
Image-set classification using Discriminant Neighborhood Preserving Embedding on Grassmann manifold	14
Editorial Board	14
Image reconstruction using superpixel clustering and tensor completion	14
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	14
Time-varying carrier frequency offset estimation in OFDM underwater acoustic communication	14
The infinite race between steganography and steganalysis in images	14
Modeling and performance analysis of blockchain-aided secure TDOA localization under random internet-of-vehicle networks	14
Minimax design of two-channel critically sampled graph QMF banks	14
Event-triggered distributed diffusion robust nonlinear filter for sensor networks	13
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks	13
3D multi-object tracking with boosting data association and improved trajectory management mechanism	13
From target tracking to targeting track: A data-driven yet analytical approach to joint target detection and tracking	13
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence	13
Hyperspectral sparse fusion using adaptive total variation regularization and superpixel-based weighted nuclear norm	13
On time-frequency correlation in spectrogram samples with application to target detection	13
Overlapping group prior for image deconvolution using patch-wise gradient statistics	13
A Gaussian mixture filter with adaptive refinement for nonlinear state estimation	13
A comparative study of deep learning and iterative algorithms for joint channel estimation and signal detection in OFDM systems	13
Crossterm-free time-frequency representation exploiting deep convolutional neural network	13
Reversible data hiding for JPEG images based on improved mapping and frequency ordering	13
Corrigendum to A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding Signal Processing, 205, 108890]	13
FastICENet: A real-time and accurate semantic segmentation model for aerial remote sensing river ice image	13
Robust double-weighted guided image filtering	13
Optimality in noisy importance sampling	13
Joint Angle and Gain-Phase Error Estimation for Nested Bistatic MIMO Radar via Tensor Decomposition	13
Space time adaptive processing for airborne MIMO radar based on space time sampling matrix	13
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	13
Robust diffusion LMS with masked measurements	13
Separable and high-capacity reversible data hiding for encrypted 3D mesh models based on dual multi-MSB predictions	13
Learning spatial-temporal feature with graph product	13
Blind separation of noisy piecewise-stationary mixtures via probability measure transform	13
SDCos_ACLS: Active contours with local blocks similarity guided by co-saliency maps based on sparse decomposition	13
Nonparametric Sequential Clustering of Data Streams with Composite Distributions	13
Geometric Optimization of Distributed MIMO Radar System for Accurate Localization in Multiple Key Subareas	13
Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks	13
Generalized sampling of graph signals with the prior information based on graph fractional Fourier transform	13