IEEE Signal Processing Letters

Papers
(The TQCC of IEEE Signal Processing Letters is 7. 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 2021-11-01 to 2025-11-01.)
ArticleCitations
A Low Complexity Estimator of Hyperbolic Frequency Modulated Signals185
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization147
Language Model Personalization for Speech Recognition: A Clustered Federated Learning Approach With Adaptive Weight Average141
Learning Self-Correlation in Space and Time as Motion Representation for Action Recognition124
Parameter Encoding for ECRB Minimization in the Presence of Jamming119
A Tighter Converse for the Locally Differentially Private Discrete Distribution Estimation Under the One-bit Communication Constraint101
Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer97
Generalization of Whittle's Formula to Compound-Gaussian Processes95
Semantic-Aware Detail Search and Feature Constraint for Cross-Resolution Person Re-Identification84
Learning Discriminative Representations in Videos via Active Embedding Distance Correlation78
Enhancing Transferability via Spectral Alignment and Grad-CAM Guided Latent Diffusion Models76
Robust Electrical Impedance Tomography via Half-Quadratic Optimization75
Outlier-Resilient Model Fitting via Percentile Losses: Methods for General and Convex Residuals74
Robust DOA Estimation of Incoherently Distributed Sources Considering Mixed Circular and Noncircular Signals in Impulsive Noise68
Video Complicated-Information Extraction and Filtering Network for Weakly-Supervised Temporal Action Localization67
Zero-Redundancy Sparse Array Configuration Design Based on Sum-Difference Coarray67
Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization63
Camouflaged Instance Segmentation From Global Capture to Local Refinement63
Transformer Based Unsupervised Cross-Modal Hashing for Normal and Remote Sensing Retrieval61
MFAN: A Multi-Projection Fusion Attention Network for No-Reference and Full-Reference Panoramic Image Quality Assessment61
Action-ViT: Pedestrian Intent Prediction in Traffic Scenes59
A Frequency Domain Auxiliary Network for Image Retrieval58
WVDNet: Time-Frequency Analysis via Semi-Supervised Learning52
Channel Estimation for Massive MIMO-OTFS System in Asymmetrical Architecture48
Ambiguity-Free Broadband DOA Estimation Relying on Parameterized Time-Frequency Transform47
An Efficient Method for Cooperative Multi-Target Localization in Automotive Radar47
Speech-Visual Emotion Recognition by Fusing Shared and Specific Features47
MOV-Modified-FxLMS Algorithm With Variable Penalty Factor in a Practical Power Output Constrained Active Control System46
System-Informed Neural Network for Frequency Detection45
GNAS-U2Net: A New Optic Cup and Optic Disc Segmentation Architecture With Genetic Neural Architecture Search45
A Joint Sonar-Communication System Based on Multicarrier Waveforms44
Channel Estimation and Beamforming Design for MF-RIS-Aided Communication Systems43
Compressed Domain Invariant Adversarial Representation Learning for Robust Audio Deepfake Detection42
Relearning a Downsampled Low-Resolution Representation for Image Super-Resolution42
Learning Source-Free Domain Adaptation for Infrared Small Target Detection41
Non-Linear Gaussian Smoothing With Taylor Moment Expansion40
Learning Minimal Volume Uncertainty Ellipsoids40
Multi-Stage Confidence-Guided Diffusion and Emotional Bidirectional Mamba for Robust Speech Emotion Recognition40
SeaFree-GS: Reconstructing Underwater 3D Scenes With True Appearances40
Revisiting Few-Shot Compositional Action Recognition With Knowledge Calibration40
Robust and Imperceptible Watermarking Framework for Generative Audio Models40
Gaussian Process Convolutional Dictionary Learning39
TIOLI-GAN: A Bargaining for Efficiency39
Geometry-Aware RWKV for Heterogeneous Light Field Spatial Super-Resolution38
Improving Orbital Angular Momentum Mode Utilization With Mode Switching Periodically in Radar Forward-Looking Imaging38
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection38
Message Passing Based Gaussian Mixture Model for DOA Estimation in Complex Noise Scenarios38
Outlier Indicator Based Projection Fuzzy K-Means Clustering for Hyperspectral Image37
Defending Fake via Warning: Universal Proactive Defense Against Face Manipulation35
Adaptive Pattern-Coupled Sparse Bayesian Learning for Channel Estimation in OTFS Systems35
Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input34
An Improved Sufficient Condition for Sparse Signal Recovery With Minimization of L1-L234
Symmetrical Epipolar Features Over Normalized Camera/Projector Calibration Matrices for Real-Time Structured Light Illumination34
Continuous Patch Stitching for Block-Wise Image Compression34
DLDiff: Image Detail-Guided Latent Diffusion Model for Low-Light Image Enhancement34
Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining33
Learning Traces by Yourself: Blind Image Forgery Localization via Anomaly Detection With ViT-VAE33
PlaSo: Unsupervised Residual Plug and Play for Image Super-Resolution33
AOVMD-ScaleShift-Net: An Integrated Framework for Enhanced Rolling Bearing Fault Diagnosis32
Entropy-Constrained Implicit Neural Representations for Deep Image Compression31
Synthetic Speech Detection Based on the Temporal Consistency of Speaker Features30
On Efficient Maximum Likelihood Algorithm for Clutter Suppression30
Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction30
Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection30
Vision-Language Consistency Guided Multi-Modal Prompt Learning for Blind AI Generated Image Quality Assessment30
Conditional Dependence via U-Statistics Pruning30
Conjugate Gradient and Variance Reduction Based Online ADMM for Low-Rank Distributed Networks30
List of Reviewers30
Robust Estimation for Direction of Arrival and Range for FDA Radar29
Differentiable Duration Refinement Using Internal Division for Non-Autoregressive Text-to-Speech29
Parametric Binaural Beamforming Based on Auditory Perception29
RAFM: Recurrent Atrous Feature Modulation for Accurate Monocular Depth Estimating29
DOSE+: A Timestep-Aware Dropout Strategy for Diffusion Models in Speech Enhancement29
Leveraging Multilingual Transfer for Unsupervised Semantic Acoustic Word Embeddings29
EPG2S: Speech Generation and Speech Enhancement Based on Electropalatography and Audio Signals Using Multimodal Learning29
Enhancing Multi-Label Deep Hashing for Image and Audio With Joint Internal Global Loss Constraints and Large Vision-Language Model28
Alias-and-Separate: Wideband Speech Coding Using Sub-Nyquist Sampling and Speech Separation28
An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection28
Random Sampling of Bandlimited Graph Signals From Local Measurements28
Convergence of Expectation-Maximization Algorithm With Mixed-Integer Optimization28
Lite-RTSE: Exploring a Cost-Effective Lite DNN Model for Real-Time Speech Enhancement in RTC Scenarios28
Correlation-Aware Joint Support Recovery With Separation Prior28
An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity28
Graph Learning From Signals With Smoothness Superimposed by Regressors27
Particle Swarm Optimization Enabled Parametric Mapping for Channel Model Substitution27
Performance Analysis and Improvement of Constrained Adaptive Monopulse Approach27
On Infinite Past Predictability of Cyclostationary Signals26
FastPSA: A Fast Version of the Principal Skewness Analysis26
A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization26
Dithered A/D Conversion of Bandlimited Signals Under Frequency Band Uncertainty26
Sparse Projection Matrix Approximation and Its Applications26
NLOS Signal Identification for Acoustic Indoor Localization Using a Smartphone’s Dual Microphones and Trainable FrFT26
Attitude Optimization for Onboard Localization in Array Based Satellite Systems25
Deep Hashing With Walsh Domain for Multi-Label Image Retrieval25
ProSegDiff: Prostate Segmentation Diffusion Network Based on Adaptive Adjustment of Injection Features25
New Constructions of Binary Two-Dimensional CCC of Length Non-Power of Two25
Blind Light Field Image Quality Assessment via Frequency Domain Analysis and Auxiliary Learning24
HP3: Tuning-Free Head-Preserving Portrait Personalization Via 3D-Controlled Diffusion Models24
Highly Efficient Audio Coding With Blind Spectral Recovery Based on Machine Learning24
Enhancing Multivariate Time Series Anomaly Detection with 2D Spatial Representations and Channel Attention24
Hybrid Autoregressive and Non-Autoregressive Transformer Models for Speech Recognition24
Joint Active and Passive Beamforming for IRS-Assisted Radar24
Lifelong Learning for Text Steganalysis Based on Chronological Task Sequence24
Synth-Tracker: Recoverable and Traceable Defense Watermark Against Face Synthesis24
Initial Phase Coding With Two-Dimensional Local Low Sidelobes for Suppression of Active Forwarding Signals23
Decoding Silent Reading EEG Signals Using Adaptive Feature Graph Convolutional Network23
Joint Parameter and Time-Delay Estimation for a Class of Nonlinear Time-Series Models23
An Improved Normed-Deformable Convolution for Crowd Counting23
Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective23
Enhanced Motion Compensation for Deep Video Compression23
Bézier Surface-Guided Sampling Space Constraint for Neural Point Cloud Geometry Compression23
Inversion Attack Framework for Deep Face Hashing23
Dimensionality Reduction of Room Acoustic Impulse Responses and Applications to System Identification23
A Fourth-Order Cumulant-Based Multi-Sources DOA Estimation in UAV Collaborative Systems23
Lightweight Asymmetric Convolutional Distillation Network for Single Image Super-Resolution23
Chroma Subsampling for Enhanced Geometry-Based Point Cloud Compression23
A Perceptual-Based Robust Measure of Image Focus23
Dynamic Functional Connectivity Neural Network for Epileptic Seizure Prediction Using Multi-Channel EEG Signal23
Matrix Embedding Based Multiple Histograms Modification for Efficient Reversible Data Hiding22
Efficient Detection of QIM-Based VoIP Steganography Using Adjacent Frame Integration and Multi-Codeword Priority Attention22
EEG-GCN: Spatio-Temporal and Self-Adaptive Graph Convolutional Networks for Single and Multi-View EEG-Based Emotion Recognition22
Adaptive and Self-Tuning SBL With Total Variation Priors for Block-Sparse Signal Recovery22
Distributed Secure State Estimation Against Stealthy Attacks22
OTFS Based Joint Radar and Communication: Signal Analysis Using the Ambiguity Function22
Direction-of-Arrival Estimation for Coherent Signals Exploiting Moving Coprime Array22
NADH: A NTRU-Based Adaptive Data Hiding Scheme for Underwater Acoustic Sensor Networks22
Multi-Level Structural Contrastive Subspace Clustering Network22
ENF Based Robust Media Time-Stamping22
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers22
Robust Joint Design of MIMO Radar Waveform and Filter via Structured Covariance Matrix21
CSANet: Cuboid-Wise Shape Augmentation 3D Object Detector for Occluded Targets21
Self-Enhanced Feature Fusion for RGB-D Semantic Segmentation21
Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces21
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion21
Widely Linear Complex-Valued Affine Projection Algorithm With a Sliding-Window Step-Size21
Range-Independent TDOA Localization Using Stepwise Accuracy Enhancement Under Speed Uncertainty21
Recovering the Parameters of an LDPC Code From Noisy Intercepted Sequences21
A Learning-Based Signal Parameter Extraction Approach for Multi-Source Frequency-Hopping Signal Sorting21
Gaussian Filtering With Cyber-Attacked Data21
Theoretical Guarantees for Sparse Graph Signal Recovery21
Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR21
Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering20
A Space-Frequency Processor for Identifying and Isolating GNSS Signals Amidst Interference20
Performance Analysis for Channel-Weighted Federated Learning in OMA Wireless Networks20
A New Family of Graph Representation Matrices: Application to Graph and Signal Classification20
DCMNet: A Supervised Learning Framework for Radar Signal Modulation Recognition20
Generalized Unitary Joint Diagonalization Algorithm Based on Approximate Givens Rotations20
Unsupervised Linear Component Analysis for a Class of Probability Mixture Models20
Empirical Bayesian Imaging With Large-Scale Push-Forward Generative Priors20
Further Results on the Zero Redundancy Sparse Arrays for DOA Estimation19
Color Image Denoising Using Reduced Biquaternion U-Network19
Code Optimization and Angle-Doppler Imaging for ST-CDM LFMCW MIMO Radar Systems19
Gaussian Splatting Based on Mamba Interaction for Arbitrary Scale Image Super Resolution19
Detecting Pedestrian With Incomplete Head Feature in Crowded Situation Based on Transformer19
BCN: Bidirectional Contrastive Learning Net for Multi-View Clustering19
Man-Made Target Scattering Characterization and Recognition via Null-Pol Modulation Learning19
HQCC: A Hybrid Quantum-Classical Classifier With Adaptive Structure19
Incomplete Multi-View Clustering With Complete View Guidance19
Representations of the Complex-Valued Frequency-Domain LPC for Audio Coding19
Face-Periocular Cross-Identification via Contrastive Hybrid Attention Vision Transformer19
Distillation-Based Utility Assessment for Compacted Underwater Information19
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition19
Improving the Second Association for Multi-Object Tracking by Directed Reliable Neighbor Graphs19
Gridless 3D Recovery of Image Sources From Room Impulse Responses19
Fine-Tuning for Bayer Demosaicking Through Periodic-Consistent Self-Supervised Learning18
Logarithmic Moments for Mixture of Symmetric Alpha Stable Modelling18
LFSamba: Marry SAM With Mamba for Light Field Salient Object Detection18
Two-Phase Efficient Channel Estimation for Passive Double-RIS Assisted MIMO Systems18
FMAPLS: Bayesian Label Shift Estimation Based on Dynamic Dirichlet Parameter Adaptation18
Learning Lightweight Low-Light Enhancement Network Using Pseudo Well-Exposed Images18
Channel Modeling for Receptors Reversible Reactive Receiver With Continuous Release of Ligands18
Implicit Surface Representation Using Epanechnikov Mixture Regression18
Improving Speech Translation by Understanding the Speech From Latent Code18
A Convex Optimization Approach For NLOS Error Mitigation in TOA-Based Localization18
Global Information Embedding Network for Few-Shot Learning18
Efficient Multi-Scale Cosine Attention Transformer for Image Super-Resolution18
Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks18
Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function18
A Mode-Matching Approach for Acoustic Vortex Generation in Circular Array Configurations18
SODA: Structural Pre-Decoupling and Co-Aligning for Video Compositional Representation18
Single Image Reflection Removal Guided by Controllable Diffusion Repair18
On the Estimation of Tsallis Entropy and a Novel Information Measure Based on Its Properties18
Stein's Approach Based MVDR Filter Modification17
SC-CNN: Effective Speaker Conditioning Method for Zero-Shot Multi-Speaker Text-to-Speech Systems17
Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration17
Support-Query Mutual Promotion and Classification Correction Network for Few-Shot Object Detection17
Multivariate Time Series Imputation With Transformers17
Dual-Task Mutual Learning With QPHFM Watermarking for Deepfake Detection17
Jamming Waveform Generation Method Based on Generative Adversarial Network Model17
Adaptive Detection of Second-Order Subspace Signals Using Rao and Durbin Tests17
Contextual Direct Position Determination for Path Loss Informed Localization17
Color Random Valued Impulse Noise Removal Based on Quaternion Convolutional Attention Denoising Network17
Identifying Resonant Poles by Visual Inspection of Pole-Zero Plots17
SNR Maximization in Beyond Diagonal RIS-Assisted Single and Multiple Antenna Links17
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment17
Efficient Camouflaged Object Detection via Progressive Refinement Network17
ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification17
WST-CAA: A Brainprint Recognition Framework Based on Wavelet Scattering Transform and Channel-Axial Attention Dense Network17
Towards Accurate 3D Human Reconstruction: Segmentation-Based Supervision With Uncertainty Estimation17
Multiple Dimensional Correntropy Kalman Filter17
Low-Rank EM-Based Imaging for Large-Scale Switched Interferometric Arrays17
Simple One-Step Multi-View Clustering With Fast Similarity and Cluster Structure Learning17
A New Iterative Weighted Least Squares Algorithm for 1-D SA Localization17
FAMSeC: A Few-Shot-Sample-Based General AI-Generated Image Detection Method17
Hierarchical Semantic Broadcasting Network for Real-Time Semantic Segmentation17
Multi-Scale Density-Aware Network for Single Image Dehazing17
Improving QoE-Privacy Tradeoff in XR Streaming16
STSPhys: Enhanced Remote Heart Rate Measurement With Spatial-Temporal SwiftFormer16
Fast and Accurate Spectrum Estimation via Virtual Coarray Interpolation Based on Truncated Nuclear Norm Regularization16
A Display-Independent Quality Assessment for HDR Images16
Collaborative Adapter Experts for Class-Incremental Learning16
Contrast-Based Unsupervised Hashing Learning With Multi-Hashcode16
Sphere Refinement in Gap Safe Screening16
Calibration Matters: Prototype-Aware Diffusion for OCT Cervical Classification With Calibration16
Spelling-Aware Word-Based End-to-End ASR16
High-Order State Space Model for Multi-Modal Accelerated MRI Reconstruction16
DNGG: Medical Image Lossless Encryption via Deep Network Guided Generative16
Gazing After Glancing: Edge Information Guided Perception Network for Video Moment Retrieval16
Maximum Likelihood Estimation in Mixed Integer Linear Models16
List Encoding of Vector Perturbation Precoding16
MMA: Video Reconstruction for Spike Camera Based on Multiscale Temporal Modeling and Fine-Grained Attention16
Cooperative Sensing Sequence Design for Distributed OFDM Based Stations Under Time-Frequency Structure Constraints16
Client-Side Watermarking for Images With Solid-Color Backgrounds16
A Marginal Distributionally Robust Kalman Filter for Sensor Fusion15
Wideband DOA Estimation Based on Stochastic Maximum Likelihood Estimation With Flat Spectra Assumption15
Local Curvature Optimization for Self-Supervised Image Restoration15
Disparity Enhancement-Based Light Field Angular Super-Resolution15
Improved Specific Emitter Identification Based on Margin Disparity Discrepancy in Varying Modulation Scenarios15
A Novel Two-Stage Knowledge Distillation Framework for Skeleton-Based Action Prediction15
Hybrid Cross-Transformer-KPConv for Point Cloud Segmentation15
Context-Aware Weakly Supervised Image Manipulation Localization With SAM Refinement15
Point Cloud Quality Assessment via 3D Edge Similarity Measurement15
Learnable Information-Preserving Image Resizer for Face Forgery Detection15
Training a Radial Basis Function Network Under Transformed Probability Measure15
Integrated DNN-Based Parameter Estimation for Multichannel Speech Enhancement15
Efficient Model Selection in Switching Linear Dynamic Systems by Graph Clustering15
FASTEN: Video Event Localization Based on Audio-Visual Feature Alignment and Multi-Scale Temporal Enhancement15
SNAC: Speaker-Normalized Affine Coupling Layer in Flow-Based Architecture for Zero-Shot Multi-Speaker Text-to-Speech15
Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization15
Active Defense Against Voice Conversion Through Generative Adversarial Network15
Score-Based Fading-Aware Decision Fusion15
Seeing the Rare: Meta-Aware Pointer Networks for Long-Tailed Video Captioning15
Robust Tensor Completion via Spatial-Spectral Constrained Deep Low-Rank Tensor Factorization for Hyperspectral Image Recovery15
Understanding Correlated Information Diffusion: From a Graphical Evolutionary Game Perspective14
Prompt-Unseen-Emotion: Mixed Emotional Speech Synthesis with Prompt-LLM Contextual Knowledge14
Salient-Boundary-Guided Pseudo-Pixel Supervision for Weakly-Supervised Semantic Segmentation14
Difference-Frequency MUSIC for DOAs14
Detecting Multiple Steganography Methods in Speech Streams Using Multi-Encoder Network14
Zeroth-Order Distributed Stochastic Optimization Over Riemannian Manifolds14
Multiscale Coarse-to-Fine Guided Screenshot Demoiréing14
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