Signal Processing

Article	Citations
Editorial Board	202
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	165
Editorial Board	143
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	133
Editorial Board	121
Polarization-space-time domain adaptive detection for the heterogeneous array	101
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	90
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	90
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	82
Subset based error recovery	80
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	69
Robust adaptive beamforming under data dependent constraints	62
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	56
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	55
A new class of composite objective multistep estimating sequence techniques	53
Dictionary learning with cone atoms and application to anomaly detection	53
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	51
Model order estimation based on the correntropy of observation eigenvalues	50
A polynomial multiple variance method for impulse response measurement	49
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	45
Green’s function estimation by seismic interferometry from limited frequency samples	43
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	40
EM-based extended object tracking without a priori extension evolution model	39
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	38
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	38

A penalized inequality-constrained approach for robust beamforming with DoF limitation	37
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	36
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	36
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	35
A topological loss function for image Denoising on a new BVI-lowlight dataset	35
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	35
Separable compressed coded aperture imaging via singular value decomposition	34
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	34
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	33
Video reversible data hiding: An evolution to local distortion-tolerance framework	33
Editorial Board	33
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	32
Subspace prototype learning for few-Shot remote sensing scene classification	32
DCKN: Multi-focus image fusion via dynamic convolutional kernel network	32
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	32
Cascaded transformer U-net for image restoration	32
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	31
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	30
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	29
Cauchy–Gaussian maximum mixture correntropy Kalman filter with component-by-component construction	29
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	29
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	29
Maximum total generalized correntropy adaptive filtering for parameter estimation	29
Quaternion-based deep image prior with regularization by denoising for color image restoration	29
Pulse processing — Overview and challenges	28
Editorial Board	28
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	28
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	28
Game-theory-based complexity allocation for 360-degree video coding	28
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	27
Security in data-driven satellite applications: An overview and new perspectives	27
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	27
DOA estimation based on an interpolated coprime array structure	27
Relative entropy based uncertainty principles for graph signals	27
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	27
LCS graph kernel based on Wasserstein distance in longest common subsequence metric space	27
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	26
Monopulse based DOA and polarization estimation with polarization sensitive arrays	26
Censoring outliers in elliptically symmetric multivariate distribution	26
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	26
Editorial Board	26
Improved interpolation with sub-pixel relocation method for strong barrel distortion	26
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	26
Learning from small data for hyperspectral image classification	26
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	25
Boosting with fine-tuning for deep image denoising	25
Spherical convolutional neural networks: Stability to perturbations in SO	25
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	25
Contrastive Learning based Multi-task Network for Image Manipulation Detection	25
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	25

Convolution-based free-form deformation for multimodal groupwise registration	25
Least lp	24
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks	24
Reversible data hiding in JPEG document images based on zero coefficients embedding	24
Supervised multi-view classification via the sparse learning joint the weighted elastic loss	24
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	24
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	24
Orthogonal time chirp space modulation based upon fractional Fourier transform	24
Sign steganography revisited with robust domain selection	24
Distributed linear-quadratic control with graph neural networks	24
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	24
A comparative review on multi-modal sensors fusion based on deep learning	23
Quaternion weighted Schatten p-norm minimization for color image r	23
Secure reversible data hiding in encrypted images based on adaptive prediction-error labeling	23
LPI waveform design for radar system against cyclostationary analysis intercept processing	23
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	23
A new method for judging thermal image quality with applications	23
Robust radar waveform design for extended targets with multiple spectral compatibility constraints	23
Effective phase retrieval of sparse signals with convergence guarantee	23
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	23
Moving target identification under deception jamming circumstance based on radon-Fourier transform	23
Robust hybrid affine projection filtering algorithm under α-stable environment	23
On designing good doppler tolerance waveform with low PSL of ambiguity function	23
Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors	23
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	23
Editorial Board	22
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	22
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	22
Variable structure bidimensional reference pattern-based anti-bias track to track association	22
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	22
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	22
Robust metric learning based on subspace learning with lp	22
A normality test for multivariate dependent samples	22
Compressive sensing of ECG signals using plug-and-play regularization	22
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	21
Convergence analysis and improvement of progressive Gaussian approximation filters	21
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	21
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	21
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	21
A new approach for training a physics-based dehazing network using synthetic images	21
Facile alignment estimation in carbon nanotube films using image processing	21
A variable diagonal-matrix-step-size APA robust to impulsive noises	21
Maximum likelihood based identification for nonlinear multichannel communications systems	21
Generalized bias compensated pseudolinear Kalman filter for colored noisy bearings-only measurements	21
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	21
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	20
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	20
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	20
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	20
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	20
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	20
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	20
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	20
Editorial Board	19
Design of optimum two-dimensional non-redundant arrays	19
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	19
Graphical network and topology estimation for autoregressive models using Gibbs sampling	19
Super-resolution method for coherent DOA estimation of multiple wideband sources	19
Finite-window RLS algorithms	19
Super Fourier analysis: A highly efficient framework for multivariate signal processing	19
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	19
A general soft-balanced clustering framework based on a novel balance regularizer	19
A novel multi-layer discriminative dictionary learning approach for image classification	19
Enhancing jamming source tracking capability via adaptive grey wolf optimization mechanism for passive radar network	19
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy	19
Quasi-omnidirectional beamforming for uniform rectangular array	19
Perceptual authentication hashing for digital images based on multi-domain feature fusion	19
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	19
Editorial Board	18
A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm	18
Blind deconvolution on graphs: Exact and stable recovery	18
On the accuracy limits of misspecified delay-Doppler estimation	18
Optimal pulse design for visible light positioning systems	18
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	18
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	18
A constraint optimization problem for model order estimation	18
Efficient in-situ image and video compression through probabilistic image representation	18
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	18
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	18
Robust graph learning for classification	18

Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	18
Quantitative imaging for optical field via a single-pixel detector	18
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	18
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	17
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	17
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	17
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	17
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	17
Order selection criteria for two-dimensional autoregressive model	17
Fast and accurate superpixel algorithms for 360∘ images	17
Testing for Granger causality using a partial coherence statistic	17
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	17
GLRT-based Detectors with Enhanced Selectivity for Mismatched Signals Through a Random-Signal Approach	17
An adaptive high capacity reversible data hiding algorithm in interpolation domain	17
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	17
Computational efficient segmented integration method for high-speed maneuvering target detection	17
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	17
Modal adaptive super-resolution for medical images via continual learning	17
A novel family of online censoring based complex-valued least mean kurtosis algorithms	17
Editorial Board	17
Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty	17
A track-before-detect algorithm for UWB radar sensor networks	16
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	16
Editorial Board	16
Optimal linear filtering for networked control systems under time correlated fading channel and noise	16
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	16
A novel bearing-only localization for generalized Gaussian noise	16
Improved CNN-based CatBoost model for license plate remote sensing image classification	16
Fractional-order generalized complex correntropy algorithm for robust active noise control	16
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	16
A Nyström-based low-rank unitary MVDR beamforming scheme	16
Joint RFI mitigation and radar echo recovery for one-bit UWB radar	16
Editorial Board	16
Embedding a heavy-ball type of momentum into the estimating sequences	16
Uniqueness of the discrete Fourier transform	16
ADTFD-RANSAC For multi-component IF estimation	16
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	16
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC CPHD filter for multi-target tracking	16
On the sum of random samples with bounded Pareto distribution	16
When Ramanujan sums meet affine Fourier transform	16
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	16
A sparse time-frequency reconstruction approach from the synchroextracting domain	16
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Image-set classification using Discriminant Neighborhood Preserving Embedding on Grassmann manifold	15
Eigenbeam-space transformation based steerable differential beamforming for linear arrays	15
Minimax design of two-channel critically sampled graph QMF banks	15
Image reconstruction using superpixel clustering and tensor completion	15
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
Time-varying carrier frequency offset estimation in OFDM underwater acoustic communication	15
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	15
Image stitching by disparity-guided multi-plane alignment	15
Modeling and performance analysis of blockchain-aided secure TDOA localization under random internet-of-vehicle networks	15
Editorial Board	15
Optimality in noisy importance sampling	15
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	15
How to introduce expert feedback in one-class support vector machines for anomaly detection?	15
The infinite race between steganography and steganalysis in images	15
Fast cross tensor approximation for image and video completion	15
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	15
The motion model-based joint tracking and classification using TPHD and TCPHD filters	15
Learning spatial-temporal feature with graph product	15
Generalized ℓ2	15
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	15
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	15
RKFNet: A novel neural network aided robust Kalman filter	15
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	15
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	14
Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks	14
Overlapping group prior for image deconvolution using patch-wise gradient statistics	14
Blind separation of noisy piecewise-stationary mixtures via probability measure transform	14
A statistical frequency-chirprate extractor for mode retrieval with crossover instantaneous frequencies	14
Hyperspectral sparse fusion using adaptive total variation regularization and superpixel-based weighted nuclear norm	14
Corrigendum to A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding Signal Processing, 205, 108890]	14
Robust double-weighted guided image filtering	14
An efficient outlier rejection technique for Kalman filters	14
Event-triggered distributed diffusion robust nonlinear filter for sensor networks	14
Level-set evolution for medical image segmentation with alternating direction method of multipliers	14
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks	14
Multimodal image fusion via coupled feature learning	14
A comparative study of deep learning and iterative algorithms for joint channel estimation and signal detection in OFDM systems	14
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence	14
Space time adaptive processing for airborne MIMO radar based on space time sampling matrix	14
Automatic prior selection for image deconvolution: Statistical modeling on natural images	14
Joint Angle and Gain-Phase Error Estimation for Nested Bistatic MIMO Radar via Tensor Decomposition	14
Geometric Optimization of Distributed MIMO Radar System for Accurate Localization in Multiple Key Subareas	14
Nonlinear Spline Adaptive Filters based on a Low Rank Approximation	14
MIMO waveforms design with good correlation properties under bound constraints	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
3-D temporal-spatial-based near-field source localization considering amplitude attenuation	13
Adaptive Radar Detection in the Clutter and Noise Cover Pulse Jamming Environment	13
Efficient projection filter algorithm for stochastic dynamical systems with correlated noises and state-dependent measurement covariance	13
Robust image steganography against JPEG compression based on DCT residual modulation	13
Group sparsity residual constraint model with weighted log-sum penalty for image restoration	13
Irregular microphone array design for broadband beamforming	13
Nonlinear extended blind end-member and abundance extraction for hyperspectral images	13