Signal Processing

Article	Citations
Editorial Board	209
Editorial Board	181
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	148
Editorial Board	136
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	128
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	108
Subset based error recovery	95
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria	91
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	82
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	72
A new class of composite objective multistep estimating sequence techniques	64
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	58
Model order estimation based on the correntropy of observation eigenvalues	56
A polynomial multiple variance method for impulse response measurement	55
Green’s function estimation by seismic interferometry from limited frequency samples	54
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	54
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	51
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	49
A topological loss function for image Denoising on a new BVI-lowlight dataset	46
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	46
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	41
A penalized inequality-constrained approach for robust beamforming with DoF limitation	40
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	40
Separable compressed coded aperture imaging via singular value decomposition	39
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	39

Video reversible data hiding: An evolution to local distortion-tolerance framework	38
Maximum total generalized correntropy adaptive filtering for parameter estimation	38
Editorial Board	36
DCKN: Multi-focus image fusion via dynamic convolutional kernel network	36
Subspace prototype learning for few-Shot remote sensing scene classification	35
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	34
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	34
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	34
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	34
Cascaded transformer U-net for image restoration	32
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	32
Dictionary learning with cone atoms and application to anomaly detection	32
Polarization-space-time domain adaptive detection for the heterogeneous array	32
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	31
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	31
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	30
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	30
Cauchy–Gaussian maximum mixture correntropy Kalman filter with component-by-component construction	30
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	30
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	30
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	29
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	29
Editorial Board	29
Game-theory-based complexity allocation for 360-degree video coding	29
Pulse processing — Overview and challenges	29
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	29
Quaternion-based deep image prior with regularization by denoising for color image restoration	29
Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non Gaussian interferences	29
Relative entropy based uncertainty principles for graph signals	28
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	28
Distributed linear-quadratic control with graph neural networks	28
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	27
Improved interpolation with sub-pixel relocation method for strong barrel distortion	27
Monopulse based DOA and polarization estimation with polarization sensitive arrays	27
Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors	26
Supervised multi-view classification via the sparse learning joint the weighted elastic loss	26
Convolution-based free-form deformation for multimodal groupwise registration	26
Censoring outliers in elliptically symmetric multivariate distribution	26
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	26
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	26
Learning from small data for hyperspectral image classification	26
Spherical convolutional neural networks: Stability to perturbations in SO	26
Effective phase retrieval of sparse signals with convergence guarantee	26
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	26
Editorial Board	26
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	26
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	25
Boosting with fine-tuning for deep image denoising	25
Sign steganography revisited with robust domain selection	25
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	25

Orthogonal time chirp space modulation based upon fractional Fourier transform	24
Contrastive Learning based Multi-task Network for Image Manipulation Detection	24
Quaternion weighted Schatten p-norm minimization for color image r	24
LPI waveform design for radar system against cyclostationary analysis intercept processing	24
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	24
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	24
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	24
DOA estimation based on an interpolated coprime array structure	24
Least lp	24
Robust hybrid affine projection filtering algorithm under α-stable environment	23
Security in data-driven satellite applications: An overview and new perspectives	23
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	23
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	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
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	23
A comparative review on multi-modal sensors fusion based on deep learning	23
A scalable Consensus Fast Graph Filtering approach for late fusion multi-view clustering	23
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks	23
LCS graph kernel based on Wasserstein distance in longest common subsequence metric space	23
Moving target identification under deception jamming circumstance based on radon-Fourier transform	23
Reversible data hiding in JPEG document images based on zero coefficients embedding	23
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	22
Robust metric learning based on subspace learning with lp	22
A normality test for multivariate dependent samples	22
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	22
Editorial Board	22
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	22
Variable structure bidimensional reference pattern-based anti-bias track to track association	22
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	22
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	21
Generalized bias compensated pseudolinear Kalman filter for colored noisy bearings-only measurements	21
Stride Conversion Algorithms for Convolutional Layers and Its Application to Sampling-Frequency-Independent Deep Neural Networks	21
Maximum likelihood based identification for nonlinear multichannel communications systems	21
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	21
Compressive sensing of ECG signals using plug-and-play regularization	21
Convergence analysis and improvement of progressive Gaussian approximation filters	21
Facile alignment estimation in carbon nanotube films using image processing	21
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	21
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	20
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	20
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	20
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	20
Enhancing jamming source tracking capability via adaptive grey wolf optimization mechanism for passive radar network	20
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	20
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	20
Finite-window RLS algorithms	20
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	20
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	19
Editorial Board	19
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	19
A variable diagonal-matrix-step-size APA robust to impulsive noises	19
A new approach for training a physics-based dehazing network using synthetic images	19
Design of optimum two-dimensional non-redundant arrays	19
Super Fourier analysis: A highly efficient framework for multivariate signal processing	19
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	19
On designing good doppler tolerance waveform with low PSL of ambiguity function	19
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	19
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy	19
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	19
Quasi-omnidirectional beamforming for uniform rectangular array	18
Deep Learning Approaches for Channel Length Estimation in Blind Multichannel Systems	18
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	18
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	18
Perceptual authentication hashing for digital images based on multi-domain feature fusion	18
Computational efficient segmented integration method for high-speed maneuvering target detection	18
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	18
Graphical network and topology estimation for autoregressive models using Gibbs sampling	18
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	18
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	18
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	18
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	18
Editorial Board	18
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	17
Adaptive robust MIMO radar target localization via capped Frobenius norm	17
Testing for Granger causality using a partial coherence statistic	17
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	17
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	17
On the accuracy limits of misspecified delay-Doppler estimation	17
Blind deconvolution on graphs: Exact and stable recovery	17

Modal adaptive super-resolution for medical images via continual learning	17
Super-resolution method for coherent DOA estimation of multiple wideband sources	17
Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty	17
An adaptive high capacity reversible data hiding algorithm in interpolation domain	17
A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm	17
A constraint optimization problem for model order estimation	17
Optimal pulse design for visible light positioning systems	17
Efficient in-situ image and video compression through probabilistic image representation	17
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	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
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	17
Fast and accurate superpixel algorithms for 360∘ images	16
Optimal linear filtering for networked control systems under time correlated fading channel and noise	16
Uniqueness of the discrete Fourier transform	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
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	16
Editorial Board	16
Robust graph learning for classification	16
A general soft-balanced clustering framework based on a novel balance regularizer	16
On the sum of random samples with bounded Pareto distribution	16
RKFNet: A novel neural network aided robust Kalman filter	16
Editorial Board	16
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	16
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	16
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	16
A novel multi-layer discriminative dictionary learning approach for image classification	16
Joint RFI mitigation and radar echo recovery for one-bit UWB radar	16
When Ramanujan sums meet affine Fourier transform	16
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC CPHD filter for multi-target tracking	16
Editorial Board	16
Order selection criteria for two-dimensional autoregressive model	16
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	16
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	15
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	15
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
A novel bearing-only localization for generalized Gaussian noise	15
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	15
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	15
Image stitching by disparity-guided multi-plane alignment	15
Embedding a heavy-ball type of momentum into the estimating sequences	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	15
Time-varying carrier frequency offset estimation in OFDM underwater acoustic communication	15
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	15
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	15
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
ADTFD-RANSAC For multi-component IF estimation	15
A track-before-detect algorithm for UWB radar sensor networks	15
Generalized ℓ2	15
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	15
A sparse time-frequency reconstruction approach from the synchroextracting domain	15
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	15
Fast cross tensor approximation for image and video completion	15
The infinite race between steganography and steganalysis in images	15
Fractional-order generalized complex correntropy algorithm for robust active noise control	15
From target tracking to targeting track: A data-driven yet analytical approach to joint target detection and tracking	14
Editorial Board	14
Image reconstruction using superpixel clustering and tensor completion	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
A Gaussian mixture filter with adaptive refinement for nonlinear state estimation	14
Blind separation of noisy piecewise-stationary mixtures via probability measure transform	14
Eigenbeam-space transformation based steerable differential beamforming for linear arrays	14
Modeling and performance analysis of blockchain-aided secure TDOA localization under random internet-of-vehicle networks	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	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
FastICENet: A real-time and accurate semantic segmentation model for aerial remote sensing river ice image	14
Minimax design of two-channel critically sampled graph QMF banks	14
Optimality in noisy importance sampling	14
Image-set classification using Discriminant Neighborhood Preserving Embedding on Grassmann manifold	14
Robust double-weighted guided image filtering	14
On time-frequency correlation in spectrogram samples with application to target detection	14
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks	13
Irregular microphone array design for broadband beamforming	13
Multiscale dynamic graph signal analysis	13
Multi-focus image registration based on optical flow tracking and Delaunay triangulation	13
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence	13
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	13
Specific and coupled double consistency multi-view subspace clustering with low-rank tensor learning	13
Multimodal image fusion via coupled feature learning	13
Learning spatial-temporal feature with graph product	13
Signal reconstruction from samples at unknown locations with application to 2D unknown view tomography	13
Guaranteed matrix recovery using weighted nuclear norm plus weighted total variation minimization	13
Space time adaptive processing for airborne MIMO radar based on space time sampling matrix	13
Nonlinear Spline Adaptive Filters based on a Low Rank Approximation	13
MIMO waveforms design with good correlation properties under bound constraints	13
Crossterm-free time-frequency representation exploiting deep convolutional neural network	13
Aggregatedf-average neural network applied to few-shot class incre	13
The motion model-based joint tracking and classification using TPHD and TCPHD filters	13
3D multi-object tracking with boosting data association and improved trajectory management mechanism	13
Nonparametric Sequential Clustering of Data Streams with Composite Distributions	13
Separable and high-capacity reversible data hiding for encrypted 3D mesh models based on dual multi-MSB predictions	13
Corrigendum to A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding Signal Processing, 205, 108890]	13