IEEE Signal Processing Letters

Article	Citations
Enhancing Transferability via Spectral Alignment and Grad-CAM Guided Latent Diffusion Models	201
Robust Electrical Impedance Tomography via Half-Quadratic Optimization	183
Outlier-Resilient Model Fitting via Percentile Losses: Methods for General and Convex Residuals	170
Relearning a Downsampled Low-Resolution Representation for Image Super-Resolution	106
Generalization of Whittle's Formula to Compound-Gaussian Processes	100
Synthetic Speech Detection Based on the Temporal Consistency of Speaker Features	84
Geometry-Aware RWKV for Heterogeneous Light Field Spatial Super-Resolution	79
On Efficient Maximum Likelihood Algorithm for Clutter Suppression	62
Learning Minimal Volume Uncertainty Ellipsoids	58
A Fractional-Order Cauchy Penalty With Enhanced Adaptability for Signal Recovery	57
Adaptive Pattern-Coupled Sparse Bayesian Learning for Channel Estimation in OTFS Systems	55
Spectral Forensics: Detecting Diffusion-Generated Imagery via $1/f^\beta$ Power Law Violations	51
Camouflaged Instance Segmentation From Global Capture to Local Refinement	51
Alignment Regularization for Neural Transducer via Cross-Modal Optimal Transport	46
SeaFree-GS: Reconstructing Underwater 3D Scenes With True Appearances	45
BED2A: Bi-Enhancement Based Disentangled Dual-Attention Framework for Compound Facial Expression Recognition	44
Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer	43
An Adaptive Non-Linear Graph Filter in Semi-Supervised Graph Based Classification	43
EM-Based Multi-Object Tracking With Strong Association Constraints	43
Multi-Stage Confidence-Guided Diffusion and Emotional Bidirectional Mamba for Robust Speech Emotion Recognition	42
Semantic-Aware Detail Search and Feature Constraint for Cross-Resolution Person Re-Identification	42
Video Complicated-Information Extraction and Filtering Network for Weakly-Supervised Temporal Action Localization	42
Revisiting Few-Shot Compositional Action Recognition With Knowledge Calibration	41
Channel Estimation and Beamforming Design for MF-RIS-Aided Communication Systems	40
CKADisor: Central Kernel-Aligned Distillation for Efficient Event-Driven Object Recognition	40

Zero-Redundancy Sparse Array Configuration Design Based on Sum-Difference Coarray	39
Language Model Personalization for Speech Recognition: A Clustered Federated Learning Approach With Adaptive Weight Average	37
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection	36
Rethinking Cross-Layer Dependency in MPQ: Sparsification With PSD Framework	36
Entropy-Constrained Implicit Neural Representations for Deep Image Compression	36
Codeword-Based Auto-Correlation Receiver for Ultrasonic Time-Code-Indexed Modulation Systems	36
Beyond Appearance: Dual-Graph Object Encoding With Learnable Graph Structure	35
Learning Discriminative Representations in Videos via Active Embedding Distance Correlation	35
AOVMD-ScaleShift-Net: An Integrated Framework for Enhanced Rolling Bearing Fault Diagnosis	34
MFAN: A Multi-Projection Fusion Attention Network for No-Reference and Full-Reference Panoramic Image Quality Assessment	34
CIM-NET: A Video Denoising Deep Neural Network Model Optimized for Computing-in-Memory Architectures	33
On the Convergence of the Fast Griffin-Lim Algorithm	33
TIOLI-GAN: A Bargaining for Efficiency	33
Robust DOA Estimation of Incoherently Distributed Sources Considering Mixed Circular and Noncircular Signals in Impulsive Noise	32
Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining	32
Transformer Based Unsupervised Cross-Modal Hashing for Normal and Remote Sensing Retrieval	31
Improving Orbital Angular Momentum Mode Utilization With Mode Switching Periodically in Radar Forward-Looking Imaging	31
Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input	31
PlaSo: Unsupervised Residual Pl ug and Pl a y for Image S u	31
A Frequency Domain Auxiliary Network for Image Retrieval	30
Outlier Indicator Based Projection Fuzzy K-Means Clustering for Hyperspectral Image	30
Learning Source-Free Domain Adaptation for Infrared Small Target Detection	30
Conjugate Gradient and Variance Reduction Based Online ADMM for Low-Rank Distributed Networks	29
Speech-Visual Emotion Recognition by Fusing Shared and Specific Features	29
A Low Complexity Estimator of Hyperbolic Frequency Modulated Signals	29
Channel Estimation for Massive MIMO-OTFS System in Asymmetrical Architecture	28
MOV-Modified-FxLMS Algorithm With Variable Penalty Factor in a Practical Power Output Constrained Active Control System	28
Compressed Domain Invariant Adversarial Representation Learning for Robust Audio Deepfake Detection	27
A Novel Online Censoring-Based Generalized Complex-Valued Kernel Least Mean Square	27
Continuous Patch Stitching for Block-Wise Image Compression	27
FS-DICP: A Fast and Simple Point-to-Point Iterative Closest Point Algorithm With Doppler Velocity	27
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization	26
Wavelet Enhanced Lip Forgery Learning for Talking Face Generation Detection	26
Defending Fake via Warning: Universal Proactive Defense Against Face Manipulation	26
OmniControl: Unified Audio Extraction and Elimination via Subband-Aware Separation	26
Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection	25
Ambiguity-Free Broadband DOA Estimation Relying on Parameterized Time-Frequency Transform	25
Opportunistic RIS-Assisted Transmission Scheduling for Multiuser Wireless Network via Binary Linear Programming	25
Few-Sample GNSS Signal LOS/NLOS Identification via Physical-Semantic Distillation From Large Language Models	25
DLDiff: Image Detail-Guided Latent Diffusion Model for Low-Light Image Enhancement	25
WVDNet: Time-Frequency Analysis via Semi-Supervised Learning	25
Learning Self-Correlation in Space and Time as Motion Representation for Action Recognition	25
System-Informed Neural Network for Frequency Detection	25
Adaptive Demodulation-Inspired Network for Non-Stationary Signal Decomposition	25
Classification Iterative-Interpolated DFT Algorithm for Wideband Oscillation Detection	25
Water-KAN: Efficient Underwater Image Enhancement via Kolmogorov–Arnold Networks	24
Fuzzy DES for Accurate Quantitative Amplitude Fluctuations in Biomedical Signals	24
Robust and Imperceptible Watermarking Framework for Generative Audio Models	24
Message Passing Based Gaussian Mixture Model for DOA Estimation in Complex Noise Scenarios	24
Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization	24

Geometry-Based Bistatic Range Association for Multi-Target Localization in Distributed HFSWR	23
Learning Traces by Yourself: Blind Image Forgery Localization via Anomaly Detection With ViT-VAE	23
List of Reviewers	23
Soft-VAP: A Learned Decoder for Frozen Voice Activity Projection States	23
Conditional Dependence via U-Statistics Pruning	23
Vision-Language Consistency Guided Multi-Modal Prompt Learning for Blind AI Generated Image Quality Assessment	23
Synth-Tracker: Recoverable and Traceable Defense Watermark Against Face Synthesis	22
Robust Estimation for Direction of Arrival and Range for FDA Radar	22
Initial Phase Coding With Two-Dimensional Local Low Sidelobes for Suppression of Active Forwarding Signals	22
FastPSA: A Fast Version of the Principal Skewness Analysis	22
Bézier Surface-Guided Sampling Space Constraint for Neural Point Cloud Geometry Compression	22
Enhancing Multi-Label Deep Hashing for Image and Audio With Joint Internal Global Loss Constraints and Large Vision-Language Model	21
Differentiable Duration Refinement Using Internal Division for Non-Autoregressive Text-to-Speech	21
Lite-RTSE: Exploring a Cost-Effective Lite DNN Model for Real-Time Speech Enhancement in RTC Scenarios	21
Enhanced Multi-Scale PoseNet for Self-Supervised Monocular Depth Estimation	21
OTFS Based Joint Radar and Communication: Signal Analysis Using the Ambiguity Function	21
Leveraging Multilingual Transfer for Unsupervised Semantic Acoustic Word Embeddings	21
An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity	21
Parametric Binaural Beamforming Based on Auditory Perception	21
Enhancing Multivariate Time Series Anomaly Detection With 2D Spatial Representations and Channel Attention	21
Sparse Projection Matrix Approximation and Its Applications	20
New Constructions of Binary Two-Dimensional CCC of Length Non-Power of Two	20
Graph Learning From Signals With Smoothness Superimposed by Regressors	20
An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection	20
Performance Analysis and Improvement of Constrained Adaptive Monopulse Approach	20
Random Sampling of Bandlimited Graph Signals From Local Measurements	20
Inter-Trial Coherence Reveals Enhanced Synchrony During Mantra Listening	20
Inversion Attack Framework for Deep Face Hashing	20
Boosting Underwater Object Detection via Differential Attention	20
DOSE+: A Timestep-Aware Dropout Strategy for Diffusion Models in Speech Enhancement	20
HP3: Tuning-Free Head-Preserving Portrait Personalization Via 3D-Controlled Diffusion Models	20
A Novel Technique to Discriminate Interference in the Time-Frequency Plane and Localize Mode Crossing	20
Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction	20
Dimensionality Reduction of Room Acoustic Impulse Responses and Applications to System Identification	19
Sparsity-Constrained NMF Tokenization for Interpretable Medical Signal Classification	19
On Solutions to Discrete-Time Inverse Problems via Sparse Superpositions of Decaying Shifted Heaviside Functions: A Hardy Space Approach	19
Reverberation-Based Features for Sound Event Localization and Detection With Distance Estimation	19
CSTNet: A Cross-Scale Transformer Network for Singing Melody Extraction	19
Decoding Silent Reading EEG Signals Using Adaptive Feature Graph Convolutional Network	19
A Fourth-Order Cumulant-Based Multi-Sources DOA Estimation in UAV Collaborative Systems	19
Physics-Aware Initialization Refinement in Code-Aided EM for Blind Channel Estimation	18
Adaptive Mamba Network Guided by Mixture of Experts for Infrared and Visible Image Fusion	18
ProSegDiff: Prostate Segmentation Diffusion Network Based on Adaptive Adjustment of Injection Features	18
Spinal Lesion Detection in X-Ray Images via Uncertainty-Guided Classification and Localization	18
Chroma Subsampling for Enhanced Geometry-Based Point Cloud Compression	18
A Bayesian Hybrid Attention Module for Underwater Acoustic Target Recognition	18
Adaptive Feature Enhancement for SAR-Based Ship Detection	18
Fingerprint Presentation Attack Detection With Fixed Prototype Contrastive Learning and Anomaly Detection	18
Blind Light Field Image Quality Assessment via Frequency Domain Analysis and Auxiliary Learning	18
NLOS Signal Identification for Acoustic Indoor Localization Using a Smartphone’s Dual Microphones and Trainable FrFT	18
Efficient Detection of QIM-Based VoIP Steganography Using Adjacent Frame Integration and Multi-Codeword Priority Attention	18
Multi-Level Structural Contrastive Subspace Clustering Network	18
Deep Hashing With Walsh Domain for Multi-Label Image Retrieval	18
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers	18
Convergence of Expectation-Maximization Algorithm With Mixed-Integer Optimization	17
Lightweight Asymmetric Convolutional Distillation Network for Single Image Super-Resolution	17
Enhanced Motion Compensation for Deep Video Compression	17
Incomplete Multi-View Clustering With Complete View Guidance	17
Attitude Optimization for Onboard Localization in Array Based Satellite Systems	17
HF-DETR: High-Frequency Feature Enhancement for Small Object Detection	17
Direction-of-Arrival Estimation for Coherent Signals Exploiting Moving Coprime Array	17
Global Information Embedding Network for Few-Shot Learning	17
Particle Swarm Optimization Enabled Parametric Mapping for Channel Model Substitution	17
Unimodular Waveform Design for Blanket Jamming Suppression via Manifold Optimization	17
Dynamic Functional Connectivity Neural Network for Epileptic Seizure Prediction Using Multi-Channel EEG Signal	17
Adaptive Detection of Second-Order Subspace Signals Using Rao and Durbin Tests	17
Lightweight Attention-Enhanced Multi-Scale Detector for Robust Small Object Detection in UAV	17
Empirical Bayesian Imaging With Large-Scale Push-Forward Generative Priors	16
Man-Made Target Scattering Characterization and Recognition via Null-Pol Modulation Learning	16
On Maximum Correntropy GM-PHD Filtering	16
CSANet: Cuboid-Wise Shape Augmentation 3D Object Detector for Occluded Targets	16
Single Image Reflection Removal Guided by Controllable Diffusion Repair	16
Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks	16
SODA: Structural Pre-Decoupling and Co-Aligning for Video Compositional Representation	16
Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR	16
Implicit Surface Representation Using Epanechnikov Mixture Regression	16
Unsupervised Linear Component Analysis for a Class of Probability Mixture Models	16
Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering	16
AAMC-RL: Reinforcement Learning-Based Automatic Asymmetric Cost Learning Steganography via Multi-Steganalyzer Consensus	16
Further Results on the Zero Redundancy Sparse Arrays for DOA Estimation	16

DCMNet: A Supervised Learning Framework for Radar Signal Modulation Recognition	16
Concentration Inequalities for Semidefinite Least Squares Based on Data	16
Robust Joint Design of MIMO Radar Waveform and Filter via Structured Covariance Matrix	16
Adaptive and Self-Tuning SBL With Total Variation Priors for Block-Sparse Signal Recovery	16
On the Performance of Discrete Papoulis–Gerchberg Type Iterative Reconstruction	15
Multi-Kernel Maximum Asymmetric Correntropy Criterion: Foundation and Analysis	15
Modality-Aware Dynamic Fusion for Weakly Aligned RGB-T Tiny Object Detection	15
Efficient Multi-Scale Cosine Attention Transformer for Image Super-Resolution	15
Simple One-Step Multi-View Clustering With Fast Similarity and Cluster Structure Learning	15
FMAPLS: Bayesian Label Shift Estimation Based on Dynamic Dirichlet Parameter Adaptation	15
Support-Query Mutual Promotion and Classification Correction Network for Few-Shot Object Detection	15
Distributed Secure State Estimation Against Stealthy Attacks	15
Improving the Second Association for Multi-Object Tracking by Directed Reliable Neighbor Graphs	15
Fine-Tuning for Bayer Demosaicking Through Periodic-Consistent Self-Supervised Learning	15
Multi-Scale Density-Aware Network for Single Image Dehazing	15
Representations of the Complex-Valued Frequency-Domain LPC for Audio Coding	15
On the Estimation of Tsallis Entropy and a Novel Information Measure Based on Its Properties	15
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition	15
Channel Modeling for Receptors Reversible Reactive Receiver With Continuous Release of Ligands	15
Dual-Scale Contrastive Distillation for Long-Tailed Visual Recognition	15
NADH: A NTRU-Based Adaptive Data Hiding Scheme for Underwater Acoustic Sensor Networks	15
Nonintrusive Watermarking for CycleGAN	15
A New Family of Graph Representation Matrices: Application to Graph and Signal Classification	15
FFE-DETR: Frequency-Aware Feature Enhancement for Object Detection in Low-Light Scenarios	15
Progressive NeRF Training With Dynamic Frequency Allocation for Sparse-View Synthesis	15
Improving Speech Translation by Understanding the Speech From Latent Code	15
Gaussian Filtering With Cyber-Attacked Data	14
ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification	14
Face-Periocular Cross-Identification via Contrastive Hybrid Attention Vision Transformer	14
DOA Estimation of Coherent Sources: Noncircular Forward-Backward Partial Toeplitz Reconstruction	14
FAMSeC: A Few-Shot-Sample-Based General AI-Generated Image Detection Method	14
A New Iterative Weighted Least Squares Algorithm for 1-D SA Localization	14
Distillation-Based Utility Assessment for Compacted Underwater Information	14
WST-CAA: A Brainprint Recognition Framework Based on Wavelet Scattering Transform and Channel-Axial Attention Dense Network	14
Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration	14
Gaussian Splatting Based on Mamba Interaction for Arbitrary Scale Image Super Resolution	14
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment	14
Dual-Task Mutual Learning With QPHFM Watermarking for Deepfake Detection	14
Matrix Embedding Based Multiple Histograms Modification for Efficient Reversible Data Hiding	14
Self-Enhanced Feature Fusion for RGB-D Semantic Segmentation	14
BCN: Bidirectional Contrastive Learning Net for Multi-View Clustering	14
Color Image Denoising Using Reduced Biquaternion U-Network	14
MANR-Net: Morphology-Aware and Noise-Repair Network for 3D Object Detection	14
Two-Phase Efficient Channel Estimation for Passive Double-RIS Assisted MIMO Systems	14
Widely Linear Complex-Valued Affine Projection Algorithm With a Sliding-Window Step-Size	14
LFSamba: Marry SAM With Mamba for Light Field Salient Object Detection	14
Jamming Waveform Generation Method Based on Generative Adversarial Network Model	14
Efficient DOA Estimation Based on Coprime Array Interpolation With Deep Unfolding Network	14
Generalized Unitary Joint Diagonalization Algorithm Based on Approximate Givens Rotations	14
Theoretical Guarantees for Sparse Graph Signal Recovery	14
Efficient Camouflaged Object Detection via Progressive Refinement Network	14
Range-Independent TDOA Localization Using Stepwise Accuracy Enhancement Under Speed Uncertainty	14
HQCC: A Hybrid Quantum-Classical Classifier With Adaptive Structure	14
Continuous Intra-Symbol Phase Noise Tracking for THz OFDM via Polynomial Reconstruction	13
A Learning-Based Signal Parameter Extraction Approach for Multi-Source Frequency-Hopping Signal Sorting	13
Stein's Approach Based MVDR Filter Modification	13
SAM-iToF: SAM-Guided iToF Depth Recovery of Transparent and Mirror Objects	13
Context-Aware Weakly Supervised Image Manipulation Localization With SAM Refinement	13
Wideband DOA Estimation Based on Stochastic Maximum Likelihood Estimation With Flat Spectra Assumption	13
Collaborative Adapter Experts for Class-Incremental Learning	13
MMA: Video Reconstruction for Spike Camera Based on Multiscale Temporal Modeling and Fine-Grained Attention	13
Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces	13
Detecting Pedestrian With Incomplete Head Feature in Crowded Situation Based on Transformer	13
Data and Physics Co-Driven Prediction Method for Acoustic Field Uncertainty	13
Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function	13
Stage-Wise CBAM and Global–Local Fusion for Fabric Defect Detection and Assessment	13
Client-Side Watermarking for Images With Solid-Color Backgrounds	13
Score-Based Fading-Aware Decision Fusion	13
Tube Arrangement Using a Mesh-Based Sorting Approach in Video Synopsis	13
Local Curvature Optimization for Self-Supervised Image Restoration	13
Order Estimation of Linear-Phase FIR Filters for DAC Equalization in Multiple Nyquist Bands	13
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion	13
A Mode-Matching Approach for Acoustic Vortex Generation in Circular Array Configurations	13
Multisensor Gaussian-Cauchy Kernel Maximum Correntropy KF With Adaptive Kernel Bandwidth	13
SNR Maximization in Beyond Diagonal RIS-Assisted Single and Multiple Antenna Links	13
List Encoding of Vector Perturbation Precoding	13
Sphere Refinement in Gap Safe Screening	13
Robust Tensor Completion via Spatial-Spectral Constrained Deep Low-Rank Tensor Factorization for Hyperspectral Image Recovery	13
Variance Stabilized Loss Function for Semantic Segmentation of Smaller Objects in Medical Images	13
Seeing the Rare: Meta-Aware Pointer Networks for Long-Tailed Video Captioning	13
ESGN-YOLO: Enhancing Multi-Scale Small Object Detection via Efficient Feature Fusion and Adaptive Spatial Modeling	13
A Space-Frequency Processor for Identifying and Isolating GNSS Signals Amidst Interference	13
Offline Real-World Wireless Interference Signal Classification Algorithm Utilizing Denoising Diffusion Probability Model	12
High-Order State Space Model for Multi-Modal Accelerated MRI Reconstruction	12
Zero-Shot Low-Light Enhancement via Coupled Retinex–Scattering Frequency Flows	12
Contextual Direct Position Determination for Path Loss Informed Localization	12
Integrating Robust CRT With Signal Unwrapping for Modulo Sampling	12
DNGG: Medical Image Lossless Encryption via Deep Network Guided Generative	12
FASTEN: Video Event Localization Based on Audio-Visual Feature Alignment and Multi-Scale Temporal Enhancement	12
Gazing After Glancing: Edge Information Guided Perception Network for Video Moment Retrieval	12
Multiple Dimensional Correntropy Kalman Filter	12
Outlier-Robust Autocovariance Least-Squares Estimation via Iteratively Reweighted Least Squares	12
Towards Accurate 3D Human Reconstruction: Segmentation-Based Supervision With Uncertainty Estimation	12
Calibration Matters: Prototype-Aware Diffusion for OCT Cervical Classification With Calibration	12
Convergence Analysis and Resource Allocation for Hierarchical Split Federated Learning Over Space-Air-Ground Integrated Networks	12