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 2021-08-01 to 2025-08-01.)
ArticleCitations
Learning Minimal Volume Uncertainty Ellipsoids181
On Efficient Maximum Likelihood Algorithm for Clutter Suppression130
Defending Fake via Warning: Universal Proactive Defense Against Face Manipulation126
Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input108
Language Model Personalization for Speech Recognition: A Clustered Federated Learning Approach With Adaptive Weight Average101
Learning Self-Correlation in Space and Time as Motion Representation for Action Recognition93
Parameter Encoding for ECRB Minimization in the Presence of Jamming87
A Tighter Converse for the Locally Differentially Private Discrete Distribution Estimation Under the One-bit Communication Constraint87
Symmetrical Epipolar Features Over Normalized Camera/Projector Calibration Matrices for Real-Time Structured Light Illumination74
Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer72
Generalization of Whittle's Formula to Compound-Gaussian Processes68
A Frequency Domain Auxiliary Network for Image Retrieval67
A Low Complexity Estimator of Hyperbolic Frequency Modulated Signals62
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization62
Adaptive Pattern-Coupled Sparse Bayesian Learning for Channel Estimation in OTFS Systems61
Semantic-Aware Detail Search and Feature Constraint for Cross-Resolution Person Re-Identification58
Outlier Indicator Based Projection Fuzzy K-Means Clustering for Hyperspectral Image58
Learning Discriminative Representations in Videos via Active Embedding Distance Correlation57
Video Complicated-Information Extraction and Filtering Network for Weakly-Supervised Temporal Action Localization56
Zero-Redundancy Sparse Array Configuration Design Based on Sum-Difference Coarray55
Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining54
Action-ViT: Pedestrian Intent Prediction in Traffic Scenes49
WVDNet: Time-Frequency Analysis via Semi-Supervised Learning47
Outlier-Resilient Model Fitting via Percentile Losses: Methods for General and Convex Residuals44
Conjugate Gradient and Variance Reduction Based Online ADMM for Low-Rank Distributed Networks41
Learning Source-Free Domain Adaptation for Infrared Small Target Detection41
Ambiguity-Free Broadband DOA Estimation Relying on Parameterized Time-Frequency Transform41
TIOLI-GAN: A Bargaining for Efficiency40
A Joint Sonar-Communication System Based on Multicarrier Waveforms39
Robust DOA Estimation of Incoherently Distributed Sources Considering Mixed Circular and Noncircular Signals in Impulsive Noise39
Gaussian Process Convolutional Dictionary Learning38
Continuous Patch Stitching for Block-Wise Image Compression37
Synthetic Speech Detection Based on the Temporal Consistency of Speaker Features37
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection37
An Efficient Method for Cooperative Multi-Target Localization in Automotive Radar36
Robust Electrical Impedance Tomography via Half-Quadratic Optimization36
Geometry-Aware RWKV for Heterogeneous Light Field Spatial Super-Resolution36
Learning Traces by Yourself: Blind Image Forgery Localization via Anomaly Detection With ViT-VAE36
Vision-Language Consistency Guided Multi-Modal Prompt Learning for Blind AI Generated Image Quality Assessment35
Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection35
Message Passing Based Gaussian Mixture Model for DOA Estimation in Complex Noise Scenarios35
MOV-Modified-FxLMS Algorithm With Variable Penalty Factor in a Practical Power Output Constrained Active Control System34
Channel Estimation for Massive MIMO-OTFS System in Asymmetrical Architecture34
SeaFree-GS: Reconstructing Underwater 3D Scenes With True Appearances33
System-Informed Neural Network for Frequency Detection32
Speech-Visual Emotion Recognition by Fusing Shared and Specific Features32
Revisiting Few-Shot Compositional Action Recognition With Knowledge Calibration31
Non-Linear Gaussian Smoothing With Taylor Moment Expansion31
Multi-Stage Confidence-Guided Diffusion and Emotional Bidirectional Mamba for Robust Speech Emotion Recognition31
GNAS-U2Net: A New Optic Cup and Optic Disc Segmentation Architecture With Genetic Neural Architecture Search31
Compressed Domain Invariant Adversarial Representation Learning for Robust Audio Deepfake Detection30
Entropy-Constrained Implicit Neural Representations for Deep Image Compression30
Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization29
DLDiff: Image Detail-Guided Latent Diffusion Model for Low-Light Image Enhancement28
Channel Estimation and Beamforming Design for MF-RIS-Aided Communication Systems28
Camouflaged Instance Segmentation From Global Capture to Local Refinement28
An Improved Sufficient Condition for Sparse Signal Recovery With Minimization of L1-L228
Improving Orbital Angular Momentum Mode Utilization with Mode Switching Periodically in Radar Forward-Looking Imaging28
HP3: Tuning-Free Head-Preserving Portrait Personalization Via 3D-Controlled Diffusion Models27
MFAN: A Multi-Projection Fusion Attention Network for No-Reference and Full-Reference Panoramic Image Quality Assessment27
List of Reviewers27
FastPSA: A Fast Version of the Principal Skewness Analysis27
Conditional Dependence via U-Statistics Pruning27
An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity26
An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection26
Parametric Binaural Beamforming Based on Auditory Perception26
Convergence of Expectation-Maximization Algorithm With Mixed-Integer Optimization26
Enhancing Multi-Label Deep Hashing for Image and Audio With Joint Internal Global Loss Constraints and Large Vision-Language Model26
Random Sampling of Bandlimited Graph Signals From Local Measurements26
An Improved Normed-Deformable Convolution for Crowd Counting26
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 Learning25
Alias-and-Separate: Wideband Speech Coding Using Sub-Nyquist Sampling and Speech Separation25
Leveraging Multilingual Transfer for Unsupervised Semantic Acoustic Word Embeddings25
A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization25
OTFS Based Joint Radar and Communication: Signal Analysis Using the Ambiguity Function25
Differentiable Duration Refinement Using Internal Division for Non-Autoregressive Text-to-Speech25
Correlation-Aware Joint Support Recovery With Separation Prior25
RAFM: Recurrent Atrous Feature Modulation for Accurate Monocular Depth Estimating25
Robust Estimation for Direction of Arrival and Range for FDA Radar24
Multi-Level Structural Contrastive Subspace Clustering Network24
ENF Based Robust Media Time-Stamping24
A Fourth-Order Cumulant-Based Multi-Sources DOA Estimation in UAV Collaborative Systems24
Lightweight Asymmetric Convolutional Distillation Network for Single Image Super-Resolution23
Joint Active and Passive Beamforming for IRS-Assisted Radar23
DOSE+: A Timestep-Aware Dropout Strategy for Diffusion Models in Speech Enhancement23
Bézier Surface-Guided Sampling Space Constraint for Neural Point Cloud Geometry Compression23
Deep Hashing With Walsh Domain for Multi-Label Image Retrieval23
Efficient Detection of QIM-Based VoIP Steganography Using Adjacent Frame Integration and Multi-Codeword Priority Attention23
Attitude Optimization for Onboard Localization in Array Based Satellite Systems23
Dithered A/D Conversion of Bandlimited Signals Under Frequency Band Uncertainty22
Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction22
Dynamic Functional Connectivity Neural Network for Epileptic Seizure Prediction Using Multi-Channel EEG Signal22
Sparse Projection Matrix Approximation and Its Applications22
Decoding Silent Reading EEG Signals Using Adaptive Feature Graph Convolutional Network22
On Infinite Past Predictability of Cyclostationary Signals22
Enhanced Motion Compensation for Deep Video Compression22
A Perceptual-Based Robust Measure of Image Focus22
ProSegDiff: Prostate Segmentation Diffusion Network Based on Adaptive Adjustment of Injection Features21
Blind Light Field Image Quality Assessment via Frequency Domain Analysis and Auxiliary Learning21
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers21
Direction-of-Arrival Estimation for Coherent Signals Exploiting Moving Coprime Array21
Hybrid Autoregressive and Non-Autoregressive Transformer Models for Speech Recognition21
Joint Parameter and Time-Delay Estimation for a Class of Nonlinear Time-Series Models21
Lifelong Learning for Text Steganalysis Based on Chronological Task Sequence21
Dimensionality Reduction of Room Acoustic Impulse Responses and Applications to System Identification21
Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective21
Highly Efficient Audio Coding With Blind Spectral Recovery Based on Machine Learning21
Initial Phase Coding With Two-Dimensional Local Low Sidelobes for Suppression of Active Forwarding Signals20
Performance Analysis and Improvement of Constrained Adaptive Monopulse Approach20
Matrix Embedding Based Multiple Histograms Modification for Efficient Reversible Data Hiding20
Adaptive and Self-Tuning SBL With Total Variation Priors for Block-Sparse Signal Recovery20
EEG-GCN: Spatio-Temporal and Self-Adaptive Graph Convolutional Networks for Single and Multi-View EEG-Based Emotion Recognition20
Graph Learning From Signals With Smoothness Superimposed by Regressors20
NADH: A NTRU-Based Adaptive Data Hiding Scheme for Underwater Acoustic Sensor Networks20
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment20
NLOS Signal Identification for Acoustic Indoor Localization Using a Smartphone’s Dual Microphones and Trainable FrFT20
Distillation-Based Utility Assessment for Compacted Underwater Information20
Multi-Scale Density-Aware Network for Single Image Dehazing20
Fine-Tuning for Bayer Demosaicking Through Periodic-Consistent Self-Supervised Learning19
Improving Speech Translation by Understanding the Speech From Latent Code19
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition19
Improving the Second Association for Multi-Object Tracking by Directed Reliable Neighbor Graphs19
Logarithmic Moments for Mixture of Symmetric Alpha Stable Modelling19
A Mode-Matching Approach for Acoustic Vortex Generation in Circular Array Configurations19
Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks19
Color Image Denoising Using Reduced Biquaternion U-Network19
Distributed Secure State Estimation Against Stealthy Attacks19
Detecting Pedestrian With Incomplete Head Feature in Crowded Situation Based on Transformer19
On the Estimation of Tsallis Entropy and a Novel Information Measure Based on Its Properties19
Implicit Surface Representation Using Epanechnikov Mixture Regression19
Channel Modeling for Receptors Reversible Reactive Receiver With Continuous Release of Ligands19
Two-Phase Efficient Channel Estimation for Passive Double-RIS Assisted MIMO Systems19
Gridless 3D Recovery of Image Sources From Room Impulse Responses19
Code Optimization and Angle-Doppler Imaging for ST-CDM LFMCW MIMO Radar Systems19
Simple One-Step Multi-View Clustering With Fast Similarity and Cluster Structure Learning19
Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering18
Performance Analysis for Channel-Weighted Federated Learning in OMA Wireless Networks18
Generalized Unitary Joint Diagonalization Algorithm Based on Approximate Givens Rotations18
Recovering the Parameters of an LDPC Code From Noisy Intercepted Sequences18
Unsupervised Linear Component Analysis for a Class of Probability Mixture Models18
LFSamba: Marry SAM With Mamba for Light Field Salient Object Detection18
Learning Lightweight Low-Light Enhancement Network Using Pseudo Well-Exposed Images18
A New Family of Graph Representation Matrices: Application to Graph and Signal Classification18
Support-Query Mutual Promotion and Classification Correction Network for Few-Shot Object Detection18
Empirical Bayesian Imaging With Large-Scale Push-Forward Generative Priors17
Theoretical Guarantees for Sparse Graph Signal Recovery17
Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces17
Incomplete Multi-View Clustering With Complete View Guidance17
CSANet: Cuboid-Wise Shape Augmentation 3D Object Detector for Occluded Targets17
FAMSeC: A Few-Shot-Sample-Based General AI-Generated Image Detection Method17
Robust Joint Design of MIMO Radar Waveform and Filter via Structured Covariance Matrix17
Gaussian Filtering With Cyber-Attacked Data17
Global Information Embedding Network for Few-Shot Learning17
DCMNet: A Supervised Learning Framework for Radar Signal Modulation Recognition17
Self-Enhanced Feature Fusion for RGB-D Semantic Segmentation17
ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification17
Range-Independent TDOA Localization Using Stepwise Accuracy Enhancement Under Speed Uncertainty17
Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration17
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion17
A New Iterative Weighted Least Squares Algorithm for 1-D SA Localization16
Adaptive Detection of Second-Order Subspace Signals Using Rao and Durbin Tests16
Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function16
Multivariate Time Series Imputation With Transformers16
Efficient Multi-Scale Cosine Attention Transformer for Image Super-Resolution16
Trinity Detector: Text-Assisted and Attention Mechanisms Based Spectral Fusion for Diffusion Generation Image Detection16
BCN: Bidirectional Contrastive Learning Net for Multi-View Clustering16
SNR Maximization in Beyond Diagonal RIS-Assisted Single and Multiple Antenna Links16
Face-Periocular Cross-Identification via Contrastive Hybrid Attention Vision Transformer16
A Convex Optimization Approach For NLOS Error Mitigation in TOA-Based Localization16
Efficient Camouflaged Object Detection via Progressive Refinement Network16
Contextual Direct Position Determination for Path Loss Informed Localization16
Representations of the Complex-Valued Frequency-Domain LPC for Audio Coding16
Widely Linear Complex-Valued Affine Projection Algorithm With a Sliding-Window Step-Size16
A Learning-Based Signal Parameter Extraction Approach for Multi-Source Frequency-Hopping Signal Sorting16
Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR16
Dual-Task Mutual Learning With QPHFM Watermarking for Deepfake Detection16
Jamming Waveform Generation Method Based on Generative Adversarial Network Model16
Hierarchical Semantic Broadcasting Network for Real-Time Semantic Segmentation16
SC-CNN: Effective Speaker Conditioning Method for Zero-Shot Multi-Speaker Text-to-Speech Systems16
Improving QoE-Privacy Tradeoff in XR Streaming15
Reverse Attention-Based Multi-Feature Interaction Network for Finger Vein Image Quality Evaluation15
Contrast-Based Unsupervised Hashing Learning With Multi-Hashcode15
Identifying Resonant Poles by Visual Inspection of Pole-Zero Plots15
Stein's Approach Based MVDR Filter Modification15
Edge-Aware Attention Transformer for Image Super-Resolution15
Calibration Matters: Prototype-Aware Diffusion for OCT Cervical Classification With Calibration15
Maximum Likelihood Estimation in Mixed Integer Linear Models15
Sphere Refinement in Gap Safe Screening15
Efficient Model Selection in Switching Linear Dynamic Systems by Graph Clustering15
Towards Accurate 3D Human Reconstruction: Segmentation-Based Supervision With Uncertainty Estimation15
Learnable Information-Preserving Image Resizer for Face Forgery Detection15
Fast and Accurate Spectrum Estimation via Virtual Coarray Interpolation Based on Truncated Nuclear Norm Regularization15
Order Estimation of Linear-Phase FIR Filters for DAC Equalization in Multiple Nyquist Bands15
Robust Tensor Completion via Spatial-Spectral Constrained Deep Low-Rank Tensor Factorization for Hyperspectral Image Recovery15
List Encoding of Vector Perturbation Precoding15
SNAC: Speaker-Normalized Affine Coupling Layer in Flow-Based Architecture for Zero-Shot Multi-Speaker Text-to-Speech15
Multiple Dimensional Correntropy Kalman Filter15
Gazing After Glancing: Edge Information Guided Perception Network for Video Moment Retrieval15
Optimal Frequency Offset Selection for FDA-MIMO Beampattern Design in the Range-Angle Plane15
Low-Rank EM-Based Imaging for Large-Scale Switched Interferometric Arrays15
STSPhys: Enhanced Remote Heart Rate Measurement With Spatial-Temporal SwiftFormer15
Spelling-Aware Word-Based End-to-End ASR14
High-Order State Space Model for Multi-Modal Accelerated MRI Reconstruction14
Detecting Multiple Steganography Methods in Speech Streams Using Multi-Encoder Network14
Global Shapes and Salient Joints Features Learning for Skeleton-Based Action Recognition14
A Display-Independent Quality Assessment for HDR Images14
Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization14
MaGAT: Mask-Guided Adversarial Training for Defending Face Editing GAN Models From Proactive Defense14
Training a Radial Basis Function Network Under Transformed Probability Measure14
Augmented Least Lncosh Conjugate Gradient Adaptive Filtering14
Curvature-Variation-Inspired Sampling for Point Cloud Classification and Segmentation14
Cooperative Sensing Sequence Design for Distributed OFDM Based Stations Under Time-Frequency Structure Constraints14
Collaborative Adapter Experts for Class-Incremental Learning14
Linear Regression Classification in the Quaternion and Reduced Biquaternion Domains14
Client-Side Watermarking for Images With Solid-Color Backgrounds14
MMA: Video Reconstruction for Spike Camera Based on Multiscale Temporal Modeling and Fine-Grained Attention14
Local Curvature Optimization for Self-Supervised Image Restoration13
SPIQ: A Self-Supervised Pre-Trained Model for Image Quality Assessment13
Multiscale Coarse-to-Fine Guided Screenshot Demoiréing13
Point Cloud Quality Assessment via 3D Edge Similarity Measurement13
Active Defense Against Voice Conversion Through Generative Adversarial Network13
A Novel Two-Stage Knowledge Distillation Framework for Skeleton-Based Action Prediction13
Perception-Based Pseudo-Motion Response for 360-Degree Video Streaming13
Difference-Frequency MUSIC for DOAs13
Color Random Valued Impulse Noise Removal Based on Quaternion Convolutional Attention Denoising Network13
Gridless Maximum Likelihood One-Bit Direct Position Determination13
A Marginal Distributionally Robust Kalman Filter for Sensor Fusion13
Robust Blind Equalization Algorithm Using Convolutional Neural Network13
DNGG: Medical Image Lossless Encryption via Deep Network Guided Generative13
Disparity Enhancement-Based Light Field Angular Super-Resolution13
Salient-Boundary-Guided Pseudo-Pixel Supervision for Weakly-Supervised Semantic Segmentation13
Understanding Correlated Information Diffusion: From a Graphical Evolutionary Game Perspective13
Spatial-Temporal Minimum Error Random Interaction Networks for Distributed Estimation13
Ocular Disease Recognition via Differential Privacy and Unsupervised Domain Regularizer13
Parallax-Aware Network for Light Field Salient Object Detection13
Retaining Diverse Information in Contrastive Learning Through Multiple Projectors13
Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement13
Offline Real-World Wireless Interference Signal Classification Algorithm Utilizing Denoising Diffusion Probability Model13
FASTEN: Video Event Localization Based on Audio-Visual Feature Alignment and Multi-Scale Temporal Enhancement13
Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement13
Conditional Diffusion Model for Skeleton-Based Gesture Recognition With Severe Occlusions13
Hybrid Cross-Transformer-KPConv for Point Cloud Segmentation13
A Note on the Unit-Circle-Zeros Property of the MVDR Beamformer13
GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing13
Nonlinear Orthogonal NMF on the Stiefel Manifold With Graph-Based Total Variation Regularization13
Score-Based Fading-Aware Decision Fusion13
A Completely Blind Video Quality Evaluator13
A Relationship Between the False Alarm Probability and the Atomic Norm Denoising Regularization Parameter for Line Spectral Estimation12
Deepfake Fingerprint Detection Model Intellectual Property Protection via Ridge Texture Enhancement12
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