IEEE Signal Processing Letters

Papers
(The median citation count of IEEE Signal Processing Letters is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Learning Minimal Volume Uncertainty Ellipsoids183
On Efficient Maximum Likelihood Algorithm for Clutter Suppression135
Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input130
Language Model Personalization for Speech Recognition: A Clustered Federated Learning Approach With Adaptive Weight Average111
Learning Self-Correlation in Space and Time as Motion Representation for Action Recognition105
Parameter Encoding for ECRB Minimization in the Presence of Jamming97
A Tighter Converse for the Locally Differentially Private Discrete Distribution Estimation Under the One-bit Communication Constraint92
Symmetrical Epipolar Features Over Normalized Camera/Projector Calibration Matrices for Real-Time Structured Light Illumination88
Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer80
Generalization of Whittle's Formula to Compound-Gaussian Processes75
A Low Complexity Estimator of Hyperbolic Frequency Modulated Signals70
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization69
Semantic-Aware Detail Search and Feature Constraint for Cross-Resolution Person Re-Identification64
Outlier Indicator Based Projection Fuzzy K-Means Clustering for Hyperspectral Image64
Adaptive Pattern-Coupled Sparse Bayesian Learning for Channel Estimation in OTFS Systems64
Learning Discriminative Representations in Videos via Active Embedding Distance Correlation60
Zero-Redundancy Sparse Array Configuration Design Based on Sum-Difference Coarray59
A Joint Sonar-Communication System Based on Multicarrier Waveforms59
Video Complicated-Information Extraction and Filtering Network for Weakly-Supervised Temporal Action Localization58
Outlier-Resilient Model Fitting via Percentile Losses: Methods for General and Convex Residuals56
Ambiguity-Free Broadband DOA Estimation Relying on Parameterized Time-Frequency Transform55
Learning Source-Free Domain Adaptation for Infrared Small Target Detection55
Conjugate Gradient and Variance Reduction Based Online ADMM for Low-Rank Distributed Networks47
An Efficient Method for Cooperative Multi-Target Localization in Automotive Radar45
Geometry-Aware RWKV for Heterogeneous Light Field Spatial Super-Resolution42
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection42
Gaussian Process Convolutional Dictionary Learning42
Channel Estimation and Beamforming Design for MF-RIS-Aided Communication Systems41
TIOLI-GAN: A Bargaining for Efficiency41
Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection40
Message Passing Based Gaussian Mixture Model for DOA Estimation in Complex Noise Scenarios40
MFAN: A Multi-Projection Fusion Attention Network for No-Reference and Full-Reference Panoramic Image Quality Assessment39
Speech-Visual Emotion Recognition by Fusing Shared and Specific Features39
Channel Estimation for Massive MIMO-OTFS System in Asymmetrical Architecture39
Revisiting Few-Shot Compositional Action Recognition With Knowledge Calibration39
System-Informed Neural Network for Frequency Detection38
Compressed Domain Invariant Adversarial Representation Learning for Robust Audio Deepfake Detection37
Multi-Stage Confidence-Guided Diffusion and Emotional Bidirectional Mamba for Robust Speech Emotion Recognition37
Action-ViT: Pedestrian Intent Prediction in Traffic Scenes37
SeaFree-GS: Reconstructing Underwater 3D Scenes With True Appearances37
Non-Linear Gaussian Smoothing With Taylor Moment Expansion37
Improving Orbital Angular Momentum Mode Utilization With Mode Switching Periodically in Radar Forward-Looking Imaging36
Learning Traces by Yourself: Blind Image Forgery Localization via Anomaly Detection With ViT-VAE36
Relearning a Downsampled Low-Resolution Representation for Image Super-Resolution36
Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization36
Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining34
Vision-Language Consistency Guided Multi-Modal Prompt Learning for Blind AI Generated Image Quality Assessment34
An Improved Sufficient Condition for Sparse Signal Recovery With Minimization of L1-L233
MOV-Modified-FxLMS Algorithm With Variable Penalty Factor in a Practical Power Output Constrained Active Control System33
Robust and Imperceptible Watermarking Framework for Generative Audio Models33
DLDiff: Image Detail-Guided Latent Diffusion Model for Low-Light Image Enhancement32
Camouflaged Instance Segmentation From Global Capture to Local Refinement32
Defending Fake via Warning: Universal Proactive Defense Against Face Manipulation31
Synthetic Speech Detection Based on the Temporal Consistency of Speaker Features31
Robust DOA Estimation of Incoherently Distributed Sources Considering Mixed Circular and Noncircular Signals in Impulsive Noise31
Robust Electrical Impedance Tomography via Half-Quadratic Optimization30
Continuous Patch Stitching for Block-Wise Image Compression30
Enhancing Transferability via Spectral Alignment and Grad-CAM Guided Latent Diffusion Models29
Transformer based Unsupervised Cross-modal Hashing for Normal and Remote Sensing Retrieval29
WVDNet: Time-Frequency Analysis via Semi-Supervised Learning28
GNAS-U2Net: A New Optic Cup and Optic Disc Segmentation Architecture With Genetic Neural Architecture Search28
A Frequency Domain Auxiliary Network for Image Retrieval28
Entropy-Constrained Implicit Neural Representations for Deep Image Compression28
List of Reviewers27
An Improved Normed-Deformable Convolution for Crowd Counting27
Convergence of Expectation-Maximization Algorithm With Mixed-Integer Optimization27
FastPSA: A Fast Version of the Principal Skewness Analysis27
An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity27
Conditional Dependence via U-Statistics Pruning27
An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection27
Differentiable Duration Refinement Using Internal Division for Non-Autoregressive Text-to-Speech26
Enhancing Multi-Label Deep Hashing for Image and Audio With Joint Internal Global Loss Constraints and Large Vision-Language Model26
RAFM: Recurrent Atrous Feature Modulation for Accurate Monocular Depth Estimating26
Leveraging Multilingual Transfer for Unsupervised Semantic Acoustic Word Embeddings26
Lite-RTSE: Exploring a Cost-Effective Lite DNN Model for Real-Time Speech Enhancement in RTC Scenarios26
EPG2S: Speech Generation and Speech Enhancement Based on Electropalatography and Audio Signals Using Multimodal Learning26
Parametric Binaural Beamforming Based on Auditory Perception26
Random Sampling of Bandlimited Graph Signals From Local Measurements26
Robust Estimation for Direction of Arrival and Range for FDA Radar25
Correlation-Aware Joint Support Recovery With Separation Prior25
OTFS Based Joint Radar and Communication: Signal Analysis Using the Ambiguity Function25
Alias-and-Separate: Wideband Speech Coding Using Sub-Nyquist Sampling and Speech Separation25
Attitude Optimization for Onboard Localization in Array Based Satellite Systems24
DOSE+: A Timestep-Aware Dropout Strategy for Diffusion Models in Speech Enhancement24
Decoding Silent Reading EEG Signals Using Adaptive Feature Graph Convolutional Network24
ProSegDiff: Prostate Segmentation Diffusion Network Based on Adaptive Adjustment of Injection Features23
Sparse Projection Matrix Approximation and Its Applications23
Joint Active and Passive Beamforming for IRS-Assisted Radar23
A Fourth-Order Cumulant-Based Multi-Sources DOA Estimation in UAV Collaborative Systems23
On Infinite Past Predictability of Cyclostationary Signals23
EEG-GCN: Spatio-Temporal and Self-Adaptive Graph Convolutional Networks for Single and Multi-View EEG-Based Emotion Recognition23
Multi-Level Structural Contrastive Subspace Clustering Network23
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers23
Dithered A/D Conversion of Bandlimited Signals Under Frequency Band Uncertainty23
Joint Parameter and Time-Delay Estimation for a Class of Nonlinear Time-Series Models23
Direction-of-Arrival Estimation for Coherent Signals Exploiting Moving Coprime Array23
NLOS Signal Identification for Acoustic Indoor Localization Using a Smartphone’s Dual Microphones and Trainable FrFT22
Lifelong Learning for Text Steganalysis Based on Chronological Task Sequence22
Blind Light Field Image Quality Assessment via Frequency Domain Analysis and Auxiliary Learning22
Performance Analysis and Improvement of Constrained Adaptive Monopulse Approach22
Hybrid Autoregressive and Non-Autoregressive Transformer Models for Speech Recognition22
Initial Phase Coding With Two-Dimensional Local Low Sidelobes for Suppression of Active Forwarding Signals22
Efficient Detection of QIM-Based VoIP Steganography Using Adjacent Frame Integration and Multi-Codeword Priority Attention22
Highly Efficient Audio Coding With Blind Spectral Recovery Based on Machine Learning22
Graph Learning From Signals With Smoothness Superimposed by Regressors22
Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction21
Deep Hashing With Walsh Domain for Multi-Label Image Retrieval21
New Constructions of Binary Two-Dimensional CCC of Length Non-Power of Two21
Bézier Surface-Guided Sampling Space Constraint for Neural Point Cloud Geometry Compression21
A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization21
Enhanced Motion Compensation for Deep Video Compression21
Particle Swarm Optimization Enabled Parametric Mapping for Channel Model Substitution21
A Perceptual-Based Robust Measure of Image Focus21
HP3: Tuning-Free Head-Preserving Portrait Personalization Via 3D-Controlled Diffusion Models21
Chroma Subsampling for Enhanced Geometry-Based Point Cloud Compression21
Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective20
ENF Based Robust Media Time-Stamping20
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment20
Multi-Scale Density-Aware Network for Single Image Dehazing20
Dynamic Functional Connectivity Neural Network for Epileptic Seizure Prediction Using Multi-Channel EEG Signal20
Distillation-Based Utility Assessment for Compacted Underwater Information20
Matrix Embedding Based Multiple Histograms Modification for Efficient Reversible Data Hiding20
Lightweight Asymmetric Convolutional Distillation Network for Single Image Super-Resolution20
Dimensionality Reduction of Room Acoustic Impulse Responses and Applications to System Identification20
NADH: A NTRU-Based Adaptive Data Hiding Scheme for Underwater Acoustic Sensor Networks20
Recovering the Parameters of an LDPC Code From Noisy Intercepted Sequences19
Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks19
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition19
Adaptive and Self-Tuning SBL With Total Variation Priors for Block-Sparse Signal Recovery19
Code Optimization and Angle-Doppler Imaging for ST-CDM LFMCW MIMO Radar Systems19
Implicit Surface Representation Using Epanechnikov Mixture Regression19
Learning Lightweight Low-Light Enhancement Network Using Pseudo Well-Exposed Images19
Fine-Tuning for Bayer Demosaicking Through Periodic-Consistent Self-Supervised Learning19
Distributed Secure State Estimation Against Stealthy Attacks19
Improving the Second Association for Multi-Object Tracking by Directed Reliable Neighbor Graphs19
Two-Phase Efficient Channel Estimation for Passive Double-RIS Assisted MIMO Systems19
Performance Analysis for Channel-Weighted Federated Learning in OMA Wireless Networks19
A Mode-Matching Approach for Acoustic Vortex Generation in Circular Array Configurations19
Channel Modeling for Receptors Reversible Reactive Receiver With Continuous Release of Ligands19
Logarithmic Moments for Mixture of Symmetric Alpha Stable Modelling19
Simple One-Step Multi-View Clustering With Fast Similarity and Cluster Structure Learning19
Detecting Pedestrian With Incomplete Head Feature in Crowded Situation Based on Transformer19
Improving Speech Translation by Understanding the Speech From Latent Code19
Support-Query Mutual Promotion and Classification Correction Network for Few-Shot Object Detection18
Empirical Bayesian Imaging With Large-Scale Push-Forward Generative Priors18
Gaussian Filtering With Cyber-Attacked Data18
BCN: Bidirectional Contrastive Learning Net for Multi-View Clustering18
Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering18
Generalized Unitary Joint Diagonalization Algorithm Based on Approximate Givens Rotations18
FAMSeC: A Few-Shot-Sample-Based General AI-Generated Image Detection Method18
Range-Independent TDOA Localization Using Stepwise Accuracy Enhancement Under Speed Uncertainty18
Theoretical Guarantees for Sparse Graph Signal Recovery18
Unsupervised Linear Component Analysis for a Class of Probability Mixture Models18
A New Family of Graph Representation Matrices: Application to Graph and Signal Classification18
ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification18
Incomplete Multi-View Clustering With Complete View Guidance18
Further Results on the Zero Redundancy Sparse Arrays for DOA Estimation17
DCMNet: A Supervised Learning Framework for Radar Signal Modulation Recognition17
On the Estimation of Tsallis Entropy and a Novel Information Measure Based on Its Properties17
A Space-Frequency Processor for Identifying and Isolating GNSS Signals amidst Interference17
A New Iterative Weighted Least Squares Algorithm for 1-D SA Localization17
Jamming Waveform Generation Method Based on Generative Adversarial Network Model17
Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces17
Efficient Multi-Scale Cosine Attention Transformer for Image Super-Resolution17
Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function17
Adaptive Detection of Second-Order Subspace Signals Using Rao and Durbin Tests17
SNR Maximization in Beyond Diagonal RIS-Assisted Single and Multiple Antenna Links17
Face-Periocular Cross-Identification via Contrastive Hybrid Attention Vision Transformer17
Global Information Embedding Network for Few-Shot Learning17
Man-Made Target Scattering Characterization and Recognition via Null-Pol Modulation Learning17
Efficient Camouflaged Object Detection via Progressive Refinement Network17
Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR17
Representations of the Complex-Valued Frequency-Domain LPC for Audio Coding17
Gridless 3D Recovery of Image Sources From Room Impulse Responses17
Multiple Dimensional Correntropy Kalman Filter16
SNAC: Speaker-Normalized Affine Coupling Layer in Flow-Based Architecture for Zero-Shot Multi-Speaker Text-to-Speech16
Self-Enhanced Feature Fusion for RGB-D Semantic Segmentation16
A Learning-Based Signal Parameter Extraction Approach for Multi-Source Frequency-Hopping Signal Sorting16
Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration16
Widely Linear Complex-Valued Affine Projection Algorithm With a Sliding-Window Step-Size16
Trinity Detector: Text-Assisted and Attention Mechanisms Based Spectral Fusion for Diffusion Generation Image Detection16
Hierarchical Semantic Broadcasting Network for Real-Time Semantic Segmentation16
Multivariate Time Series Imputation With Transformers16
LFSamba: Marry SAM With Mamba for Light Field Salient Object Detection16
CSANet: Cuboid-Wise Shape Augmentation 3D Object Detector for Occluded Targets16
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion16
Towards Accurate 3D Human Reconstruction: Segmentation-Based Supervision With Uncertainty Estimation16
SC-CNN: Effective Speaker Conditioning Method for Zero-Shot Multi-Speaker Text-to-Speech Systems16
Color Image Denoising Using Reduced Biquaternion U-Network16
Contextual Direct Position Determination for Path Loss Informed Localization16
A Convex Optimization Approach For NLOS Error Mitigation in TOA-Based Localization16
Dual-Task Mutual Learning With QPHFM Watermarking for Deepfake Detection16
Robust Joint Design of MIMO Radar Waveform and Filter via Structured Covariance Matrix16
Improving QoE-Privacy Tradeoff in XR Streaming15
Reverse Attention-Based Multi-Feature Interaction Network for Finger Vein Image Quality Evaluation15
List Encoding of Vector Perturbation Precoding15
Low-Rank EM-Based Imaging for Large-Scale Switched Interferometric Arrays15
Stein's Approach Based MVDR Filter Modification15
MMA: Video Reconstruction for Spike Camera Based on Multiscale Temporal Modeling and Fine-Grained Attention15
Contrast-Based Unsupervised Hashing Learning With Multi-Hashcode15
Sphere Refinement in Gap Safe Screening15
Efficient Model Selection in Switching Linear Dynamic Systems by Graph Clustering15
Fast and Accurate Spectrum Estimation via Virtual Coarray Interpolation Based on Truncated Nuclear Norm Regularization15
Calibration Matters: Prototype-Aware Diffusion for OCT Cervical Classification With Calibration15
Global Shapes and Salient Joints Features Learning for Skeleton-Based Action Recognition15
A Display-Independent Quality Assessment for HDR Images15
Gazing After Glancing: Edge Information Guided Perception Network for Video Moment Retrieval15
Identifying Resonant Poles by Visual Inspection of Pole-Zero Plots15
Maximum Likelihood Estimation in Mixed Integer Linear Models15
STSPhys: Enhanced Remote Heart Rate Measurement With Spatial-Temporal SwiftFormer15
Order Estimation of Linear-Phase FIR Filters for DAC Equalization in Multiple Nyquist Bands15
Augmented Least Lncosh Conjugate Gradient Adaptive Filtering15
High-Order State Space Model for Multi-Modal Accelerated MRI Reconstruction14
Robust Blind Equalization Algorithm Using Convolutional Neural Network14
Linear Regression Classification in the Quaternion and Reduced Biquaternion Domains14
Local Curvature Optimization for Self-Supervised Image Restoration14
A Completely Blind Video Quality Evaluator14
Salient-Boundary-Guided Pseudo-Pixel Supervision for Weakly-Supervised Semantic Segmentation14
Point Cloud Quality Assessment via 3D Edge Similarity Measurement14
DNGG: Medical Image Lossless Encryption via Deep Network Guided Generative14
Conditional Diffusion Model for Skeleton-Based Gesture Recognition With Severe Occlusions14
FASTEN: Video Event Localization Based on Audio-Visual Feature Alignment and Multi-Scale Temporal Enhancement14
Cooperative Sensing Sequence Design for Distributed OFDM Based Stations Under Time-Frequency Structure Constraints14
Active Defense Against Voice Conversion Through Generative Adversarial Network14
MaGAT: Mask-Guided Adversarial Training for Defending Face Editing GAN Models From Proactive Defense14
Spelling-Aware Word-Based End-to-End ASR14
Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement14
Client-Side Watermarking for Images With Solid-Color Backgrounds14
Collaborative Adapter Experts for Class-Incremental Learning14
Training a Radial Basis Function Network Under Transformed Probability Measure14
Color Random Valued Impulse Noise Removal Based on Quaternion Convolutional Attention Denoising Network14
Bounded Projection Matrix Approximation With Applications to Community Detection13
A Lightweight CNN-Conformer Model for Automatic Speaker Verification13
Probabilistic Simplex Component Analysis by Importance Sampling13
GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing13
Understanding Correlated Information Diffusion: From a Graphical Evolutionary Game Perspective13
Disparity Enhancement-Based Light Field Angular Super-Resolution13
Multiscale Coarse-to-Fine Guided Screenshot Demoiréing13
Global Optimization of Long-Term Average Proportional Fair Throughput via Convex Reformulation13
Sketched Over-Parametrized Projected Gradient Descent for Sparse Spike Estimation13
A Note on the Unit-Circle-Zeros Property of the MVDR Beamformer13
Perception-Based Pseudo-Motion Response for 360-Degree Video Streaming13
Nonlinear Orthogonal NMF on the Stiefel Manifold With Graph-Based Total Variation Regularization13
Optimal Frequency Offset Selection for FDA-MIMO Beampattern Design in the Range-Angle Plane13
Novel Audio Mosaic Using LPC-Coefficient and Excitation-Codeword Permutations13
Feature Alignment for Robust Acoustic Scene Classification Across Devices13
Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers13
Spatial-Temporal Minimum Error Random Interaction Networks for Distributed Estimation13
Retaining Diverse Information in Contrastive Learning Through Multiple Projectors13
Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization13
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