Signal Processing

Article	Citations
Editorial Board	209
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	169
Polarization-space-time domain adaptive detection for the heterogeneous array	134
Editorial Board	118
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	116
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	115
Subspace prototype learning for few-Shot remote sensing scene classification	101
A polynomial multiple variance method for impulse response measurement	91
Subset based error recovery	91
Two-direction self-learning super-resolution propagation based on neighbor embedding	87
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	84
Editorial Board	80
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	76
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	74
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	73
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	68
Green’s function estimation by seismic interferometry from limited frequency samples	68
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	60
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	58
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	57
A class of multi-modulus blind deconvolution algorithms using hyperbolic and Givens rotations for MIMO systems	57
A topological loss function for image Denoising on a new BVI-lowlight dataset	56
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	55
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	53
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	53

Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	52
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	51
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	50
Dictionary learning with cone atoms and application to anomaly detection	49
Video reversible data hiding: An evolution to local distortion-tolerance framework	48
Robust adaptive beamforming under data dependent constraints	47
A penalized inequality-constrained approach for robust beamforming with DoF limitation	45
A new class of composite objective multistep estimating sequence techniques	44
Joint angle and range estimation for bistatic FDA-MIMO radar via real-valued subspace decomposition	43
Maximum total generalized correntropy adaptive filtering for parameter estimation	42
Separable compressed coded aperture imaging via singular value decomposition	42
EM-based extended object tracking without a priori extension evolution model	41
Cascaded transformer U-net for image restoration	41
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	39
DCKN: Multi-focus image fusion via dynamic convolutional kernel network	36
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	35
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	34
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	33
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	33
Model order estimation based on the correntropy of observation eigenvalues	33
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	33
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	33
A new method for judging thermal image quality with applications	32
Monopulse based DOA and polarization estimation with polarization sensitive arrays	32
Spherical convolutional neural networks: Stability to perturbations inSO	31
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	31
Distributed linear-quadratic control with graph neural networks	31
Secure reversible data hiding in encrypted images based on adaptive prediction-error labeling	30
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	30
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks	30
Diversity-based diffusion robust RLS using adaptive forgetting factor	30
LPI waveform design for radar system against cyclostationary analysis intercept processing	30
Security in data-driven satellite applications: An overview and new perspectives	30
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	29
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	29
Contrastive Learning based Multi-task Network for Image Manipulation Detection	29
Least lp	29
Quaternion weighted Schattenp-norm minimization for color image re	29
Supervised multi-view classification via the sparse learning joint the weighted elastic loss	29
Relative entropy based uncertainty principles for graph signals	29
Robust hybrid affine projection filtering algorithm under α-stable environment	28
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	28
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	28
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	28
Boosting with fine-tuning for deep image denoising	28
CP-PSIS: CRT and polynomial-based progressive secret image sharing	27
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	26
Editorial Board	26
Game-theory-based complexity allocation for 360-degree video coding	26
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	25

DOA estimation based on an interpolated coprime array structure	25
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	25
Editorial Board	25
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	25
Editorial Board	24
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	23
Multi-GMTI fusion for Doppler blind zone suppression using PHD fusion	23
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	23
Censoring outliers in elliptically symmetric multivariate distribution	23
Sign steganography revisited with robust domain selection	23
Accurate AM-FM signal demodulation and separation using nonparametric regularization method	23
Convolution-based free-form deformation for multimodal groupwise registration	23
Editorial Board	23
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	23
Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors	23
Effective phase retrieval of sparse signals with convergence guarantee	22
TPE2: Three-Pixel Exact Thumbnail-Preserving Image Encryption	22
Orthogonal time chirp space modulation based upon fractional Fourier transform	22
Learning from small data for hyperspectral image classification	22
Improved interpolation with sub-pixel relocation method for strong barrel distortion	22
LCS graph kernel based on Wasserstein distance in longest common subsequence metric space	22
Affine projection mixed-norm algorithms for robust filtering	22
Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non Gaussian interferences	22
Reversible data hiding in JPEG document images based on zero coefficients embedding	22
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	22
A comparative review on multi-modal sensors fusion based on deep learning	22
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	21
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	21
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	21
Robust metric learning based on subspace learning with lp	21
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	21
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	21
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	20
A new approach for training a physics-based dehazing network using synthetic images	20
DYANOM—Dykstra’s projection based atomic norm solver	20
On designing good doppler tolerance waveform with low PSL of ambiguity function	20
Rearranged coprime array to increase degrees of freedom and reduce mutual coupling	20
No-reference light field image quality assessment based on depth, structural and angular information	20
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	20
Maximum likelihood based identification for nonlinear multichannel communications systems	20
Coordinated versus uncoordinated channel tracking for high-rate internet of things in multiuser massive MIMO: Algorithms and performance	20
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	20
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	20
Robust radar waveform design for extended targets with multiple spectral compatibility constraints	20
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	20
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	20
Convergence analysis and improvement of progressive Gaussian approximation filters	20
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	20
Variable structure bidimensional reference pattern-based anti-bias track to track association	20
Editorial Board	20
Generalized bias compensated pseudolinear Kalman filter for colored noisy bearings-only measurements	20
Editorial Board	20
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	20
Moving target identification under deception jamming circumstance based on radon-Fourier transform	20
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	20
A variable diagonal-matrix-step-size APA robust to impulsive noises	19
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	19
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	19
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	19
A normality test for multivariate dependent samples	19
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	19
Testing for Granger causality using a partial coherence statistic	19
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	19
Finite-window RLS algorithms	19
Compressive sensing of ECG signals using plug-and-play regularization	19
Facile alignment estimation in carbon nanotube films using image processing	19
Quasi-omnidirectional beamforming for uniform rectangular array	19
Efficient in-situ image and video compression through probabilistic image representation	18
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	18
Performance analysis of Multi-Phase cooperative NOMA systems under passive eavesdropping	18
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	18
Design of optimum two-dimensional non-redundant arrays	18
Editorial Board	18
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	18
Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings	18
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	18
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	18
Editorial Board	18
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	18
Computational efficient segmented integration method for high-speed maneuvering target detection	17

Error correction for low power sensors in asynchronous communication	17
Optimal pulse design for visible light positioning systems	17
Robust graph learning for classification	17
Blind deconvolution on graphs: Exact and stable recovery	17
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising	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
A constraint optimization problem for model order estimation	17
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	17
A novel family of online censoring based complex-valued least mean kurtosis algorithms	17
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	17
Super-resolution method for coherent DOA estimation of multiple wideband sources	17
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	17
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	17
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	17
Edge-preserved fringe-order correction strategy for code-based fringe projection profilometry	17
On the accuracy limits of misspecified delay-Doppler estimation	17
ADMM-based array antenna synthesis algorithm with reconfigurable pattern element selection	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
A general soft-balanced clustering framework based on a novel balance regularizer	16
An adaptive high capacity reversible data hiding algorithm in interpolation domain	16
A novel multi-layer discriminative dictionary learning approach for image classification	16
Editorial Board	16
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	16
Graphical network and topology estimation for autoregressive models using Gibbs sampling	16
A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm	16
Modal adaptive super-resolution for medical images via continual learning	16
Editorial Board	16
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	16
Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty	16
Online discriminative graph learning from multi-class smooth signals	16
Fast and accurate superpixel algorithms for 360∘ images	16
Editorial Board	16
A novel bearing-only localization for generalized Gaussian noise	16
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	16
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	15
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC CPHD filter for multi-target tracking	15
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	15
Sparsity-aware robust community detection (SPARCODE)	15
Joint RFI mitigation and radar echo recovery for one-bit UWB radar	15
Time-varying carrier frequency offset estimation in OFDM underwater acoustic communication	15
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	15
A new approach for design of constant modulus discrete phase radar waveform with low WISL	15
Generalized ℓ2	15
A Nyström-based low-rank unitary MVDR beamforming scheme	15
Optimal linear filtering for networked control systems under time correlated fading channel and noise	15
On the sum of random samples with bounded Pareto distribution	15
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	15
Fast cross tensor approximation for image and video completion	15
The infinite race between steganography and steganalysis in images	15
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	15
When Ramanujan sums meet affine Fourier transform	15
A flexible robust Student's t-based multimodel approach with maximum Versoria criterion	15
Image stitching by disparity-guided multi-plane alignment	15
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	15
How to introduce expert feedback in one-class support vector machines for anomaly detection?	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	15
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	14
Reversible data hiding for JPEG images based on improved mapping and frequency ordering	14
A Gaussian mixture filter with adaptive refinement for nonlinear state estimation	14
Total performance evaluation of intensity estimation after detection	14
From target tracking to targeting track: A data-driven yet analytical approach to joint target detection and tracking	14
Corrigendum to A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding Signal Processing, 205, 108890]	14
A sparse time-frequency reconstruction approach from the synchroextracting domain	14
Image reconstruction using superpixel clustering and tensor completion	14
ADTFD-RANSAC For multi-component IF estimation	14
Nonparametric Sequential Clustering of Data Streams with Composite Distributions	14
Editorial Board	14
Automatic prior selection for image deconvolution: Statistical modeling on natural images	14
Uniqueness of the discrete Fourier transform	14
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	14
RKFNet: A novel neural network aided robust Kalman filter	14
Event-triggered distributed diffusion robust nonlinear filter for sensor networks	14
On time-frequency correlation in spectrogram samples with application to target detection	14
Hyperspectral sparse fusion using adaptive total variation regularization and superpixel-based weighted nuclear norm	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	14
A track-before-detect algorithm for UWB radar sensor networks	14
A statistical frequency-chirprate extractor for mode retrieval with crossover instantaneous frequencies	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
Sparse non-negative transition subspace learning for image classification	13
Minimax design of two-channel critically sampled graph QMF banks	13
Overlapping group prior for image deconvolution using patch-wise gradient statistics	13
Geometric Optimization of Distributed MIMO Radar System for Accurate Localization in Multiple Key Subareas	13
Level-set evolution for medical image segmentation with alternating direction method of multipliers	13
Robust double-weighted guided image filtering	13
Crossterm-free time-frequency representation exploiting deep convolutional neural network	13
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	13
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence	13
An efficient outlier rejection technique for Kalman filters	13
Learning spatial-temporal feature with graph product	13
Nonlinear Spline Adaptive Filters based on a Low Rank Approximation	13