Signal Processing

Article	Citations
Editorial Board	263
Editorial Board	174
Subspace prototype learning for few-Shot remote sensing scene classification	168
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	158
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	123
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	81
Editorial Board	80
Model order estimation based on the correntropy of observation eigenvalues	73
A polynomial multiple variance method for impulse response measurement	62
Green’s function estimation by seismic interferometry from limited frequency samples	58
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	52
A penalized inequality-constrained approach for robust beamforming with DoF limitation	51
Editorial Board	49
Dictionary learning with cone atoms and application to anomaly detection	49
A new class of composite objective multistep estimating sequence techniques	48
A topological loss function for image Denoising on a new BVI-lowlight dataset	46
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	45
Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	45
Editorial Board	43
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	43
Direct positioning of multiple targets based on electromagnetic vector sensors array	43
An adaptive robust twin extreme learning machine with hook loss function and its semi-supervised framework	42
TuckerAPP: A novel spatiotemporal Tucker decomposition approach for traffic imputation	41
Multi-binary network with feature disentanglement for Open-set Specific Emitter Identification	40
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	39

Efficient input-selective affine projection sign algorithm with enhanced convergence performance	38
A robust modeling approach for the correlation matrix with multivariate power exponential distribution	37
Non-uniform pulse intervals based intra-pulse forwarding jamming detection and recognition in clutter circumstance	37
A construction algorithm for dual complex generalized eigenvalue decomposition and its application to blind source separation	37
Separable compressed coded aperture imaging via singular value decomposition	37
Polarization-space-time domain adaptive detection for the heterogeneous array	36
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	36
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	36
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	35
Revisiting sparse error correction: Model analysis and new algorithms	35
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	35
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	35
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	35
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	35
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	34
Impact of erroneous reporting on heterogeneous cognitive radio networks using improved primary user detection	34
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	34
Sparse reconstruction method for Direction-of-Arrival estimation using Vector sensor array	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]	33
Maximum total generalized correntropy adaptive filtering for parameter estimation	33
Video reversible data hiding: An evolution to local distortion-tolerance framework	32
Cauchy–Gaussian maximum mixture correntropy Kalman filter with component-by-component construction	32
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	32
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	32
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	32
Cascaded transformer U-net for image restoration	32
Editorial Board	31
Texture and geometric feature-fusion-based network for Dunhuang mural inpainting	31
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	31
Game-theory-based complexity allocation for 360-degree video coding	30
Improved interpolation with sub-pixel relocation method for strong barrel distortion	30
Relative entropy based uncertainty principles for graph signals	30
Convolution-based free-form deformation for multimodal groupwise registration	29
Frequency domain matching extraction chirplet transform: Theory and applications in transient signals	29
Editorial Board	29
Learning from small data for hyperspectral image classification	29
Robust hybrid affine projection filtering algorithm under α-stable environment	28
Efficient beam-scanning wideband sparse array synthesis with minimum element spacing control	28
Security in data-driven satellite applications: An overview and new perspectives	28
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	28
Robust angle estimation in MIMO radar under impulsive noise via fast bayesian tensor decomposition with intra-dimension correlation	28
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	28
A scalable Consensus Fast Graph Filtering approach for late fusion multi-view clustering	27
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	27
Contrastive Learning based Multi-task Network for Image Manipulation Detection	27
Censoring outliers in elliptically symmetric multivariate distribution	27
Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non Gaussian interferences	27
DOA estimation based on an interpolated coprime array structure	27
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	27
Orthogonal time chirp space modulation based upon fractional Fourier transform	27

Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	27
Pulse processing — Overview and challenges	27
Differentiable interacting multiple model particle filtering	26
Boosting with fine-tuning for deep image denoising	26
Quaternion-based deep image prior with regularization by denoising for color image restoration	26
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	25
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	25
MIMO-ISAC with nonlinear modulated waveform: Joint sensing enhancement and interference mitigation	25
Least lp	25
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	25
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	25
Line spectral estimation with unlimited sensing	25
Low-Overhead dynamic codebook design for RIS-Aided multiuser MISO systems	24
A new method for judging thermal image quality with applications	24
Quaternion weighted Schatten p	24
LPI waveform design for radar system against cyclostationary analysis intercept processing	24
Reversible data hiding in JPEG document images based on zero coefficients embedding	24
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	24
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	23
A comparative review on multi-modal sensors fusion based on deep learning	23
Time-varying thresholds with Gaussian smoothing for one-bit DOA estimation in unequal power signals	23
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	23
MonoCAP: Coordinate-Aware and Perspective-Aware Learning for Roadside Monocular 3D Object Detection	23
Precise imagery of multireceiver synthetic aperture sonar data based on range migration algorithm	23
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	23
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	22
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	22
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	22
Stride conversion algorithms for convolutional layers and its application to sampling-frequency-independent deep neural networks	22
Finite-window RLS algorithms	22
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	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
Editorial Board	22
Enhancing jamming source tracking capability via adaptive grey wolf optimization mechanism for passive radar network	22
Facile alignment estimation in carbon nanotube films using image processing	22
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	22
Video reversible data hiding using histogram shifting and matrix embedding for HEVC	22
Compressive sensing of ECG signals using plug-and-play regularization	22
Cumulative risk-sensitive FIR filter for linear discrete time-invariant state-space models	21
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	21
Variable structure bidimensional reference pattern-based anti-bias track to track association	21
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	21
Radar target recognition with variational dropout sparsifies shared and private latent representations	21
A new approach for training a physics-based dehazing network using synthetic images	21
Joint range-azimuth resolution limit for radar coincidence imaging based on spatial information theory	21
Adaptive CFAR detectors for subspace signal in uncertain rank-one interference and Gaussian noise	21
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	21
A normality test for multivariate dependent samples	21
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	20
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	20
A variable diagonal-matrix-step-size APA robust to impulsive noises	20
Signal separation method based on large aperture multistatic radar for escort jamming suppression	20
A non-contact material recognition method using ultrasonic echo signals and deep learning	20
Moving target identification under deception jamming circumstance based on radon-Fourier transform	20
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	20
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	20
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	20
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	20
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	20
Convergence analysis and improvement of progressive Gaussian approximation filters	20
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	19
On minimization/maximization of the generalized multi-order complex quadratic form with constant-modulus constraints	19
Design of optimum two-dimensional non-redundant arrays	19
Compressive sensing based downlink channel estimation for mmWave systems using deep learning: Centralized or decentralized	19
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	19
Editorial Board	19
Robust graph learning for classification	19
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	19
Editorial Board	19
Simultaneous multiple high-precision beam scheduling for multitarget tracking	19
On designing good doppler tolerance waveform with low PSL of ambiguity function	19
Super Fourier analysis: A highly efficient framework for multivariate signal processing	19
Advances in Model-based Deep Learning	19
On the variance of the LMS algorithm squared-error sample curve	19
Spectral norm-based sparse arrays design: A matrix completion perspective	19
Testing for Granger causality using a partial coherence statistic	18
On the accuracy limits of misspecified delay-Doppler estimation	18
Recalibrated multi-kernel maximum correntropy fractional-order central difference Kalman filter	18
Microphone array based joint optimization framework combining GSC and LDA for outdoor multi-source recognition	18

An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	18
Deep learning approaches for channel length estimation in blind multichannel systems	18
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	18
Adaptive robust MIMO radar target localization via capped Frobenius norm	18
Efficient in-situ image and video compression through probabilistic image representation	18
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	18
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	18
Bistatic MIMO radar for exact near-field target localization with COLD arrays	18
A novel CKF using gamma and hierarchical Gaussian mixture distribution based on the variational Bayesian	18
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	18
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	17
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	17
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy	17
Optimal design of stable allpass variable fractional delay filters using matrix-based algorithms	17
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	17
A novel robust Student’s t scale mixture distribution based Kalman filter	17
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	17
A novel family of online censoring based complex-valued least mean kurtosis algorithms	17
Quasi-omnidirectional beamforming for uniform rectangular array	17
A constraint optimization problem for model order estimation	17
Modal adaptive super-resolution for medical images via continual learning	17
A novel multi-layer discriminative dictionary learning approach for image classification	17
Tensor decompositions for signal processing: Theory, advances, and applications	17
Blind deconvolution on graphs: Exact and stable recovery	17
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	17
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	16
A general soft-balanced clustering framework based on a novel balance regularizer	16
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	16
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	16
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	16
Riemannian gradient deep network for joint waveform and filter optimization in MIMO radar against chopping forwarding jamming and clutter	16
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	16
GLRT-based detectors with enhanced selectivity for mismatched signals through a random-signal approach	16
Editorial Board	16
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	16
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	16
Editorial Board	16
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	16
Perceptual authentication hashing for digital images based on multi-domain feature fusion	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
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	15
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	15
Order selection criteria for two-dimensional autoregressive model	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	15
A Bayesian filtering network for state estimation with unknown system dynamics	15
Fast cross tensor approximation for image and video completion	15
Geometric optimization for joint localization and surveillance in distributed passive radar	15
When Ramanujan sums meet affine Fourier transform	15
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	15
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Adaptive detectors for FDA-MIMO radar combined with optimization	15
Complex-valued adaptive filtering based on natural gradient descent	15
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	15
Image reconstruction using superpixel clustering and tensor completion	15
Fractional-order generalized complex correntropy algorithm for robust active noise control	15
Embedding a heavy-ball type of momentum into the estimating sequences	15
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
Editorial for the 45th anniversary special issue of signal processing	15
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	15
Angle estimation based on coarray tensor completion for bistatic MIMO radar with sparse array	15
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	15
Optimal pilot design for OTFS in linear time-varying channels	15
Robust spectrum sensing for unknown heteroscedastic noise via covariance-based convolutional neural network	15
The infinite race between steganography and steganalysis in images	15
A sparse time-frequency reconstruction approach from the synchroextracting domain	15
Separable and high-capacity reversible data hiding for encrypted 3D mesh models based on dual multi-MSB predictions	14
Visual Analysis of Convolutional Neural Networks for Ship-Radiated Noise Classification Using Guided Backpropagation and Gaussian Mixture Models	14
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks	14
RKFNet: A novel neural network aided robust Kalman filter	14
Fast sampling for linear inverse problems of vectors and tensors using multilinear extensions	14
Event-triggered distributed diffusion robust nonlinear filter for sensor networks	14
Specific and coupled double consistency multi-view subspace clustering with low-rank tensor learning	14
Spectrally compatible barrage jamming signal synthesis under moment constraints	14
Joint Angle and Gain-Phase Error Estimation for Nested Bistatic MIMO Radar via Tensor Decomposition	14
A statistical frequency-chirprate extractor for mode retrieval with crossover instantaneous frequencies	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
Image stitching by disparity-guided multi-plane alignment	14
A Nyström-based low-rank unitary MVDR beamforming scheme	14
FastICENet: A real-time and accurate semantic segmentation model for aerial remote sensing river ice image	14
3D multi-object tracking with boosting data association and improved trajectory management mechanism	14
Learning spatial-temporal feature with graph product	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
Minimax design of two-channel critically sampled graph QMF banks	14
A sub-apertures based wavenumber-domain 3-D imaging method for mmwave MIMO antenna arrays	14
Image-set classification using Discriminant Neighborhood Preserving Embedding on Grassmann manifold	14
Uniqueness of the discrete Fourier transform	14
Editorial Board	14
Geometric Optimization of Distributed MIMO Radar System for Accurate Localization in Multiple Key Subareas	14
A Gaussian mixture filter with adaptive refinement for nonlinear state estimation	14
Anti-interrupted sampling repeater jamming via linear canonical Wigner distribution lightweight LFM detection	14
DRA-Net: Dynamic region-adaptive kernel generation for spectrally faithful pansharpening	14
Data-driven fault detection framework for wheel speed sensor in Heavy Road Vehicles	14
Blind separation of noisy piecewise-stationary mixtures via probability measure transform	14