Signal Processing

Article	Citations
Editorial Board	187
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	137
Polarization-space-time domain adaptive detection for the heterogeneous array	134
Editorial Board	130
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	109
A polynomial multiple variance method for impulse response measurement	106
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	100
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	85
Editorial Board	84
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	79
Green’s function estimation by seismic interferometry from limited frequency samples	79
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	77
A topological loss function for image Denoising on a new BVI-lowlight dataset	62
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	60
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	58
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	58
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	53
Dictionary learning with cone atoms and application to anomaly detection	52
A new class of composite objective multistep estimating sequence techniques	50
Robust adaptive beamforming under data dependent constraints	50
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	49
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	47
DCKN: Multi-focus image fusion via dynamic convolutional kernel network	47
Maximum total generalized correntropy adaptive filtering for parameter estimation	46
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	45

Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	42
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	40
Separable compressed coded aperture imaging via singular value decomposition	37
Cascaded transformer U-net for image restoration	37
EM-based extended object tracking without a priori extension evolution model	36
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	36
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	35
Model order estimation based on the correntropy of observation eigenvalues	35
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	35
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	34
Subset based error recovery	34
Video reversible data hiding: An evolution to local distortion-tolerance framework	34
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	33
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	32
A penalized inequality-constrained approach for robust beamforming with DoF limitation	32
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	32
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	31
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	31
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	31
Cauchy–Gaussian maximum mixture correntropy Kalman filter with component-by-component construction	29
Subspace prototype learning for few-Shot remote sensing scene classification	29
Quaternion-based deep image prior with regularization by denoising for color image restoration	29
Distributed linear-quadratic control with graph neural networks	28
Supervised multi-view classification via the sparse learning joint the weighted elastic loss	28
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	28
Pulse processing — Overview and challenges	28
Monopulse based DOA and polarization estimation with polarization sensitive arrays	28
Robust hybrid affine projection filtering algorithm under α-stable environment	27
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	27
Relative entropy based uncertainty principles for graph signals	27
Security in data-driven satellite applications: An overview and new perspectives	26
Sign steganography revisited with robust domain selection	26
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	26
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	26
Secure reversible data hiding in encrypted images based on adaptive prediction-error labeling	26
Affine projection mixed-norm algorithms for robust filtering	26
DOA estimation based on an interpolated coprime array structure	26
Orthogonal time chirp space modulation based upon fractional Fourier transform	25
Editorial Board	25
Quaternion weighted Schattenp-norm minimization for color image re	25
Editorial Board	25
Game-theory-based complexity allocation for 360-degree video coding	25
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	25
A comparative review on multi-modal sensors fusion based on deep learning	25
Editorial Board	24
Improved interpolation with sub-pixel relocation method for strong barrel distortion	24
Learning from small data for hyperspectral image classification	24
Accurate AM-FM signal demodulation and separation using nonparametric regularization method	24
Effective phase retrieval of sparse signals with convergence guarantee	24
LCS graph kernel based on Wasserstein distance in longest common subsequence metric space	24

Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors	24
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks	24
Boosting with fine-tuning for deep image denoising	24
Contrastive Learning based Multi-task Network for Image Manipulation Detection	23
Convolution-based free-form deformation for multimodal groupwise registration	23
A new method for judging thermal image quality with applications	23
Reversible data hiding in JPEG document images based on zero coefficients embedding	23
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	23
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	23
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	23
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	23
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	23
Censoring outliers in elliptically symmetric multivariate distribution	23
Spherical convolutional neural networks: Stability to perturbations inSO	23
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	23
LPI waveform design for radar system against cyclostationary analysis intercept processing	22
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	22
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	22
Facile alignment estimation in carbon nanotube films using image processing	22
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	22
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	22
Coordinated versus uncoordinated channel tracking for high-rate internet of things in multiuser massive MIMO: Algorithms and performance	22
Convergence analysis and improvement of progressive Gaussian approximation filters	22
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	22
Least lp	22
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	22
A normality test for multivariate dependent samples	22
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	22
Finite-window RLS algorithms	21
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	21
Robust radar waveform design for extended targets with multiple spectral compatibility constraints	21
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	21
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	21
Robust metric learning based on subspace learning with lp	21
On designing good doppler tolerance waveform with low PSL of ambiguity function	21
Editorial Board	21
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	21
Moving target identification under deception jamming circumstance based on radon-Fourier transform	21
Editorial Board	21
Variable structure bidimensional reference pattern-based anti-bias track to track association	20
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	20
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	20
Compressive sensing of ECG signals using plug-and-play regularization	20
A variable diagonal-matrix-step-size APA robust to impulsive noises	20
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	20
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	20
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	20
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	20
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	19
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	19
A new approach for training a physics-based dehazing network using synthetic images	19
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	19
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	19
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	19
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	19
Generalized bias compensated pseudolinear Kalman filter for colored noisy bearings-only measurements	19
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	19
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	19
Maximum likelihood based identification for nonlinear multichannel communications systems	19
Editorial Board	19
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	18
Quasi-omnidirectional beamforming for uniform rectangular array	18
Design of optimum two-dimensional non-redundant arrays	18
Robust graph learning for classification	18
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	18
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	18
Efficient in-situ image and video compression through probabilistic image representation	18
A novel multi-layer discriminative dictionary learning approach for image classification	18
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	18
A constraint optimization problem for model order estimation	18
Super Fourier analysis: A highly efficient framework for multivariate signal processing	18
Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty	18
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
A novel family of online censoring based complex-valued least mean kurtosis algorithms	18
Editorial Board	18
Graphical network and topology estimation for autoregressive models using Gibbs sampling	17
A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm	17
ADMM-based array antenna synthesis algorithm with reconfigurable pattern element selection	17
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	17

Perceptual authentication hashing for digital images based on multi-domain feature fusion	17
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	17
Optimal pulse design for visible light positioning systems	17
Fast and accurate superpixel algorithms for 360∘ images	17
Super-resolution method for coherent DOA estimation of multiple wideband sources	17
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	17
Testing for Granger causality using a partial coherence statistic	17
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	17
Online discriminative graph learning from multi-class smooth signals	17
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	17
On the accuracy limits of misspecified delay-Doppler estimation	17
A general soft-balanced clustering framework based on a novel balance regularizer	17
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	17
Quantitative imaging for optical field via a single-pixel detector	17
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	17
An adaptive high capacity reversible data hiding algorithm in interpolation domain	17
Blind deconvolution on graphs: Exact and stable recovery	17
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	16
Image reconstruction using superpixel clustering and tensor completion	16
A novel bearing-only localization for generalized Gaussian noise	16
Editorial Board	16
Modal adaptive super-resolution for medical images via continual learning	16
A Nyström-based low-rank unitary MVDR beamforming scheme	16
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	16
A sparse time-frequency reconstruction approach from the synchroextracting domain	16
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	16
Editorial Board	16
Advances in Model-based Deep Learning	16
Joint RFI mitigation and radar echo recovery for one-bit UWB radar	16
Computational efficient segmented integration method for high-speed maneuvering target detection	16
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	16
RKFNet: A novel neural network aided robust Kalman filter	16
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC CPHD filter for multi-target tracking	16
Order selection criteria for two-dimensional autoregressive model	16
On the sum of random samples with bounded Pareto distribution	16
Editorial Board	16
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	16
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	16
Sparsity-aware robust community detection (SPARCODE)	16
Optimal linear filtering for networked control systems under time correlated fading channel and noise	15
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	15
Uniqueness of the discrete Fourier transform	15
Generalized ℓ2	15
Time-varying carrier frequency offset estimation in OFDM underwater acoustic communication	15
The infinite race between steganography and steganalysis in images	15
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	15
Embedding a heavy-ball type of momentum into the estimating sequences	15
ADTFD-RANSAC For multi-component IF estimation	15
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	15
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	15
A track-before-detect algorithm for UWB radar sensor networks	15
How to introduce expert feedback in one-class support vector machines for anomaly detection?	15
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	15
When Ramanujan sums meet affine Fourier transform	15
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	15
A new approach for design of constant modulus discrete phase radar waveform with low WISL	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	15
Image stitching by disparity-guided multi-plane alignment	15
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	15
Joint Angle and Gain-Phase Error Estimation for Nested Bistatic MIMO Radar via Tensor Decomposition	14
Automatic prior selection for image deconvolution: Statistical modeling on natural images	14
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	14
Modeling and performance analysis of blockchain-aided secure TDOA localization under random internet-of-vehicle networks	14
Specific and coupled double consistency multi-view subspace clustering with low-rank tensor learning	14
From target tracking to targeting track: A data-driven yet analytical approach to joint target detection and tracking	14
Overlapping group prior for image deconvolution using patch-wise gradient statistics	14
Fast cross tensor approximation for image and video completion	14
Editorial Board	14
Crossterm-free time-frequency representation exploiting deep convolutional neural network	14
Nonparametric Sequential Clustering of Data Streams with Composite Distributions	14
An efficient outlier rejection technique for Kalman filters	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
Corrigendum to A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding Signal Processing, 205, 108890]	14
FastICENet: A real-time and accurate semantic segmentation model for aerial remote sensing river ice image	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
Learning spatial-temporal feature with graph product	14
Event-triggered distributed diffusion robust nonlinear filter for sensor networks	13
Multimodal image fusion via coupled feature learning	13
3D multi-object tracking with boosting data association and improved trajectory management mechanism	13
Reversible data hiding for JPEG images based on improved mapping and frequency ordering	13
The motion model-based joint tracking and classification using TPHD and TCPHD filters	13
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	13
Geometric Optimization of Distributed MIMO Radar System for Accurate Localization in Multiple Key Subareas	13
Data-driven fault detection framework for wheel speed sensor in Heavy Road Vehicles	13
MIMO waveforms design with good correlation properties under bound constraints	13
On time-frequency correlation in spectrogram samples with application to target detection	13
A comparative study of deep learning and iterative algorithms for joint channel estimation and signal detection in OFDM systems	13
Blind separation of noisy piecewise-stationary mixtures via probability measure transform	13
Eigenbeam-space transformation based steerable differential beamforming for linear arrays	13
Generalized sampling of graph signals with the prior information based on graph fractional Fourier transform	13
Minimax design of two-channel critically sampled graph QMF banks	13
Robust double-weighted guided image filtering	13