Signal Processing

Article	Citations
Editorial Board	244
Editorial Board	166
Impact of erroneous reporting on heterogeneous cognitive radio networks using improved primary user detection	161
Subspace prototype learning for few-Shot remote sensing scene classification	154
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	121
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	119
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	78
Editorial Board	73
Model order estimation based on the correntropy of observation eigenvalues	72
A polynomial multiple variance method for impulse response measurement	71
Green’s function estimation by seismic interferometry from limited frequency samples	63
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	60
Revisiting sparse error correction: Model analysis and new algorithms	57
A penalized inequality-constrained approach for robust beamforming with DoF limitation	47
Dictionary learning with cone atoms and application to anomaly detection	45
Editorial Board	45
Video reversible data hiding: An evolution to local distortion-tolerance framework	45
A new class of composite objective multistep estimating sequence techniques	44
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	43
A topological loss function for image Denoising on a new BVI-lowlight dataset	42
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	41
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	40
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	40
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	39
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	39

Editorial Board	39
Direct positioning of multiple targets based on electromagnetic vector sensors array	38
An adaptive robust twin extreme learning machine with hook loss function and its semi-supervised framework	37
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	36
TuckerAPP: A novel spatiotemporal Tucker decomposition approach for traffic imputation	36
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	36
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	36
Multi-binary network with feature disentanglement for Open-set Specific Emitter Identification	36
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	35
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	35
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	35
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	34
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	34
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	34
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	34
Sparse reconstruction method for Direction-of-Arrival estimation using Vector sensor array	33
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	33
A construction algorithm for dual complex generalized eigenvalue decomposition and its application to blind source separation	32
Texture and geometric feature-fusion-based network for Dunhuang mural inpainting	32
Separable compressed coded aperture imaging via singular value decomposition	32
Non-uniform pulse intervals based intra-pulse forwarding jamming detection and recognition in clutter circumstance	32
Maximum total generalized correntropy adaptive filtering for parameter estimation	31
Cascaded transformer U-net for image restoration	31
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	31
Polarization-space-time domain adaptive detection for the heterogeneous array	31
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	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	31
Game-theory-based complexity allocation for 360-degree video coding	30
Improved interpolation with sub-pixel relocation method for strong barrel distortion	30
Editorial Board	30
Relative entropy based uncertainty principles for graph signals	30
Least lp	29
Learning from small data for hyperspectral image classification	29
Distributed linear-quadratic control with graph neural networks	29
Convolution-based free-form deformation for multimodal groupwise registration	28
Editorial Board	28
LPI waveform design for radar system against cyclostationary analysis intercept processing	28
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	28
Robust hybrid affine projection filtering algorithm under α-stable environment	28
Spherical convolutional neural networks: Stability to perturbations in SO	28
Robust angle estimation in MIMO radar under impulsive noise via fast bayesian tensor decomposition with intra-dimension correlation	28
Security in data-driven satellite applications: An overview and new perspectives	28
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	27
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	27
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	27
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	27
Quaternion weighted Schatten p	27
Time-varying thresholds with Gaussian smoothing for one-bit DOA estimation in unequal power signals	27
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	27

A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	27
Efficient beam-scanning wideband sparse array synthesis with minimum element spacing control	27
Contrastive Learning based Multi-task Network for Image Manipulation Detection	26
Quaternion-based deep image prior with regularization by denoising for color image restoration	26
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	26
Sign steganography revisited with robust domain selection	26
A new method for judging thermal image quality with applications	25
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	25
Pulse processing — Overview and challenges	25
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	25
Monopulse based DOA and polarization estimation with polarization sensitive arrays	25
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	24
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	24
DOA estimation based on an interpolated coprime array structure	24
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	24
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	23
Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non Gaussian interferences	23
Differentiable interacting multiple model particle filtering	23
Orthogonal time chirp space modulation based upon fractional Fourier transform	23
Line spectral estimation with unlimited sensing	23
A comparative review on multi-modal sensors fusion based on deep learning	23
Reversible data hiding in JPEG document images based on zero coefficients embedding	23
A scalable Consensus Fast Graph Filtering approach for late fusion multi-view clustering	23
MIMO-ISAC with nonlinear modulated waveform: Joint sensing enhancement and interference mitigation	23
Censoring outliers in elliptically symmetric multivariate distribution	22
Finite-window RLS algorithms	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	22
Boosting with fine-tuning for deep image denoising	22
Compressive sensing of ECG signals using plug-and-play regularization	22
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	22
Convergence analysis and improvement of progressive Gaussian approximation filters	22
Robust radar waveform design for extended targets with multiple spectral compatibility constraints	22
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	22
Stride conversion algorithms for convolutional layers and its application to sampling-frequency-independent deep neural networks	21
Signal separation method based on large aperture multistatic radar for escort jamming suppression	21
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	21
Cumulative risk-sensitive FIR filter for linear discrete time-invariant state-space models	21
Adaptive CFAR detectors for subspace signal in uncertain rank-one interference and Gaussian noise	21
Video reversible data hiding using histogram shifting and matrix embedding for HEVC	21
Editorial Board	21
A non-contact material recognition method using ultrasonic echo signals and deep learning	21
A new approach for training a physics-based dehazing network using synthetic images	20
Variable structure bidimensional reference pattern-based anti-bias track to track association	20
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	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
Joint range-azimuth resolution limit for radar coincidence imaging based on spatial information theory	20
Enhancing jamming source tracking capability via adaptive grey wolf optimization mechanism for passive radar network	20
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	20
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	20
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	19
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	19
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	19
Moving target identification under deception jamming circumstance based on radon-Fourier transform	19
A variable diagonal-matrix-step-size APA robust to impulsive noises	19
Editorial Board	19
A normality test for multivariate dependent samples	19
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	19
On designing good doppler tolerance waveform with low PSL of ambiguity function	19
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	19
Super Fourier analysis: A highly efficient framework for multivariate signal processing	19
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	19
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	19
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	19
Facile alignment estimation in carbon nanotube films using image processing	19
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	19
Design of optimum two-dimensional non-redundant arrays	18
Editorial Board	18
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	18
Testing for Granger causality using a partial coherence statistic	18
Modal adaptive super-resolution for medical images via continual learning	18
Simultaneous multiple high-precision beam scheduling for multitarget tracking	18
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	18
On the variance of the LMS algorithm squared-error sample curve	18
Advances in Model-based Deep Learning	18
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	18
A novel family of online censoring based complex-valued least mean kurtosis algorithms	18
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	18
A novel CKF using gamma and hierarchical Gaussian mixture distribution based on the variational Bayesian	18

Deep learning approaches for channel length estimation in blind multichannel systems	18
Compressive sensing based downlink channel estimation for mmWave systems using deep learning: Centralized or decentralized	18
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	18
Robust graph learning for classification	18
Spectral norm-based sparse arrays design: A matrix completion perspective	18
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	18
A constraint optimization problem for model order estimation	18
Efficient in-situ image and video compression through probabilistic image representation	18
On minimization/maximization of the generalized multi-order complex quadratic form with constant-modulus constraints	18
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	18
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	17
Bistatic MIMO radar for exact near-field target localization with COLD arrays	17
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	17
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	17
On the accuracy limits of misspecified delay-Doppler estimation	17
Blind deconvolution on graphs: Exact and stable recovery	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
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	17
Quasi-omnidirectional beamforming for uniform rectangular array	17
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	17
Recalibrated multi-kernel maximum correntropy fractional-order central difference Kalman filter	17
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	16
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	16
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	16
A novel robust Student’s t scale mixture distribution based Kalman filter	16
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	16
Optimal design of stable allpass variable fractional delay filters using matrix-based algorithms	16
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	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
GLRT-based detectors with enhanced selectivity for mismatched signals through a random-signal approach	16
Tensor decompositions for signal processing: Theory, advances, and applications	16
Computational efficient segmented integration method for high-speed maneuvering target detection	16
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	16
A novel multi-layer discriminative dictionary learning approach for image classification	16
Editorial Board	16
Editorial Board	16
Uniqueness of the discrete Fourier transform	16
A general soft-balanced clustering framework based on a novel balance regularizer	16
Adaptive robust MIMO radar target localization via capped Frobenius norm	16
Mainlobe Jamming Suppression Method Based on Blind Source Separation for Distributed Radar	16
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy	16
Editorial for the 45th anniversary special issue of signal processing	15
Optimal pilot design for OTFS in linear time-varying channels	15
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	15
A Nyström-based low-rank unitary MVDR beamforming scheme	15
Adaptive detectors for FDA-MIMO radar combined with optimization	15
Angle estimation based on coarray tensor completion for bistatic MIMO radar with sparse array	15
When Ramanujan sums meet affine Fourier transform	15
A sparse time-frequency reconstruction approach from the synchroextracting domain	15
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Embedding a heavy-ball type of momentum into the estimating sequences	15
The infinite race between steganography and steganalysis in images	15
Order selection criteria for two-dimensional autoregressive model	15
Robust spectrum sensing for unknown heteroscedastic noise via covariance-based convolutional neural network	15
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	15
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	15
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
RKFNet: A novel neural network aided robust Kalman filter	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	15
Fractional-order generalized complex correntropy algorithm for robust active noise control	15
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	14
A Bayesian filtering network for state estimation with unknown system dynamics	14
ADTFD-RANSAC For multi-component IF estimation	14
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	14
Editorial Board	14
Reversible data hiding for JPEG images based on improved mapping and frequency ordering	14
Corrigendum to A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding Signal Processing, 205, 108890]	14
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	14
Image reconstruction using superpixel clustering and tensor completion	14
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	14
Image-set classification using Discriminant Neighborhood Preserving Embedding on Grassmann manifold	14
Minimax design of two-channel critically sampled graph QMF banks	14
Overlapping group prior for image deconvolution using patch-wise gradient statistics	14
Riemannian gradient deep network for joint waveform and filter optimization in MIMO radar against chopping forwarding jamming and clutter	14
Image stitching by disparity-guided multi-plane alignment	14
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	14
Fast cross tensor approximation for image and video completion	14
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
The motion model-based joint tracking and classification using TPHD and TCPHD filters	14
Level-set evolution for medical image segmentation with alternating direction method of multipliers	14
Spectrally compatible barrage jamming signal synthesis under moment constraints	13
Robust double-weighted guided image filtering	13
Anti-interrupted sampling repeater jamming via linear canonical Wigner distribution lightweight LFM detection	13
On time-frequency correlation in spectrogram samples with application to target detection	13
Modeling and performance analysis of blockchain-aided secure TDOA localization under random internet-of-vehicle networks	13
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	13
Nonparametric Sequential Clustering of Data Streams with Composite Distributions	13
Hyperspectral sparse fusion using adaptive total variation regularization and superpixel-based weighted nuclear norm	13
Deep Unfolded Maximum Correntropy Network: A Trainable Framework for Adaptive Filtering	13
Learning spatial-temporal feature with graph product	13
Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks	13
Blind separation of noisy piecewise-stationary mixtures via probability measure transform	13