IEEE Signal Processing Magazine

Papers
(The median citation count of IEEE Signal Processing Magazine is 0. 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 2021-04-01 to 2025-04-01.)
ArticleCitations
Front Cover286
Calendar [Dates Ahead]222
Table of Contents149
2021 IEEE Signal Processing Society Awards [Society News]129
Front Cover110
IEEE MMSP 2021104
IEEE Machine Learning for Signal Processing Workshop98
Front Cover96
Front Cover90
Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methods82
Call for Papers: Special Issue on The Mathematics of Deep Learning79
Signal Processing Society Resource Center78
Front Cover73
Calendar [Dates Ahead]73
SPS Join Now67
Intelligent Signal Processing for Affective Computing [From the Guest Editors]64
IEEE Foundation filler64
Affects in Groups: A review on automated affect processing and estimation in groups62
[Dates Ahead]62
Progress in Materials Data Availability and Application: A review58
Artificial Intelligence, Machine Learning, and Signal Processing: Researchers are using artificial intelligence, machine learning, and signal processing to build powerful three-level platforms to help57
The Polyphase Prony Method [Tips & Tricks]54
2021 Index IEEE Signal Processing Magazine Vol. 3854
IEEE Feedback54
IEEE App53
IEEE Foundation53
SPS Resource Center50
Call For Papers 75 Anniversary of Signal Processing Society Special Issue47
IEEE Membership47
IEEE What+ If46
Technical Committee Workshop CFP42
IEEE Feedback42
IEEE Feedback41
2024 IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA)39
SP 75th Anniversery39
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions38
SPS Resource Center36
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts36
Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]32
Front Cover32
Calendar [Dates Ahead]29
Proper Definition and Handling of Dirac Delta Functions [Lecture Notes]29
Socially Intelligent Networks: A framework for decision making over graphs29
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications27
ICIP 202427
Join SPS27
In Remembrance of Peter Schultheiss [In Memoriam]24
Interpreting Volitional Movement Intent From Biological Signals: A Review24
Miniaturized Advanced Driver Assistance Systems: A Low-Cost Educational Platform for Advanced Driver Assistance Systems and Autonomous Driving23
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee22
Computational Topology for Biomedical Images and Data: Theory and Applications [Book Review]21
Starting the Ethics Discussion in Our Community [President’s Message]21
Fourier Analysis: A new computing approach [Lecture Notes]20
Signal Processing Plays a Key Role in Environmental Research Projects: Keeping People and Ecosystems Alive and Healthy Is Perhaps the 21st Century's Biggest Challenge [Special Reports]19
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]18
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]17
Index Modulation for Integrated Sensing and Communications: A signal processing perspective16
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives16
Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities15
Implementing Moving Average Filters Using Recursion [Tips & Tricks]15
Novice to Postgraduate Researcher Perceptions of Threshold Concepts and Capabilities in Signal Processing: Understanding Students' and Researchers' Perspectives15
Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]14
How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration13
Data Science Education: The Signal Processing Perspective [SP Education]13
Quaternion-Based Arithmetic in Quantum Information Processing: A promising approach for efficient color quantum imaging13
Learning From the Hidden Letters [President’s Message]13
Teaching Digital Signal Processing by Partial Flipping, Active Learning, and Visualization: Keeping Students Engaged With Blended Teaching12
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions12
IEEE Connects12
Front Cover12
The Truth Is Out There: Cognitive sensing and opportunistic navigation with unknown terrestrial and nonterrestrial signals12
Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]12
Seventy Years of Radar and Communications: The road from separation to integration11
Learned Reconstruction Methods With Convergence Guarantees: A survey of concepts and applications11
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging11
Scientific Integrity: A Duty for Researchers [From the Editor]11
Spatial Frequencies and Degrees of Freedom: Their roles in near-field communications11
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging10
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation10
ILN Online Courses10
Front Cover9
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]9
Calendar [Dates Ahead]9
Masthead8
Front Cover8
Masthead8
Table of Contents8
IEEE Signal Processing Society 75th Anniversary8
IEEE Open Journal of Signal Processing/ICASSP '24 announcement7
Front Cover7
SPS Announces the 2022 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]7
Open Journal of the Signal Processing7
2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]7
Front Cover7
Front Cover7
Table of Contents7
IEEE Machine Learning for Signal Processing Workshop6
Signal Processing Underpins Advances in Medical Diagnostics and Treatments: New signal processing-supported technologies benefit both physicians and patients [Special Reports]6
IEEE Open Journal of Signal Processing6
Call for Papers: ICIP 20236
Masthead5
Special Issue On Physics-Driven Machine Learning for Computational Imaging5
Calendar [Dates Ahead]5
Masthead5
ICASSP CFP5
Table of Contents5
IEEE Moving4
IEEE Feedback4
SPS Social Media4
Stepping Out of Our “Cultural Ghettoes” [President’s Message]4
Simple Multiple Precision Algorithms for Exponential Functions [Tips & Tricks]4
Masthead4
Masthead4
Signal Processing Society Resource Center4
IEEE Connects4
Calendar [Dates Ahead]4
SPS Resource Center4
IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]3
Boston Chapter Receives the 2022 Chapter of the Year Award! [Society News]3
Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition3
More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]3
IEEE Signal Processing Student filler3
IEEE Swiss Vault3
IEEE ICIP 20233
Deep Learning in Biological Image and Signal Processing [From the Guest Editors]3
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering3
Table of Contents3
Masthead3
SPS Resource3
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey3
In Memoriam: H. Joel Trussell [In Memoriam]3
Interpretability, Reproducibility, and Replicability [From the Guest Editors]3
Front Cover3
Open Journal of Signal Processing/ICASSP 20243
The Discrete Cosine Transform and Its Impact on Visual Compression: Fifty Years From Its Invention [Perspectives]2
Interdisciplinarity: The Clear Path Forward [From the Editor]2
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]2
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling2
Reaching Out to Members in the Middle East and India [President’s Message]2
Hypercomplex Signal and Image Processing: Part 12
Deep Learning in Neuroimaging: Promises and challenges2
Analysis of the Minimum-Norm Least-Squares Estimator and Its Double-Descent Behavior [Lecture Notes]2
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions]2
Happy New Year to All [President’s Message]2
Neural Target Speech Extraction: An overview2
IEEE Signal Processing Society: State of the Society2
Reconfigurable Intelligent Surfaces: A signal processing perspective with wireless applications2
Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications2
Signal Processing at 75: More Dynamic and Pervasive Than Ever [Perspectives]2
Engaging Students in an Automotive Autonomy Sensor Processing Class: Incorporating active learning and high-fidelity, physics-based autonomy simulation into class projects2
Understanding Vector-Valued Neural Networks and Their Relationship With Real and Hypercomplex-Valued Neural Networks: Incorporating intercorrelation between features into neural networks2
Efficient Deconvolution With the Discrete Fourier Transform2
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]2
Update on the CIC Multistage Decimation Filter With a Minimum Number of Additions per Output Sample (APOS): Can We Still Decrease the Number of APOS? [Tips & Tricks]2
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective2
Near-Field Localization and Sensing With Large-Aperture Arrays: From signal modeling to processing2
Synthesis of Fast-Decaying Window Functions [Lecture Notes]2
From Orthogonal Time–Frequency Space to Affine Frequency-Division Multiplexing: A comparative study of next-generation waveforms for integrated sensing and communications in doubly dispersive channels2
Reflecting on the Successes of ICASSP 2023 [President’s Message]2
Meeting the Challenges of a Growing ICASSP: Highlights from ICASSP 2024 [Conference Highlights]2
Fourier and the Early Days of Sound Analysis [DSP History]2
Deep Internal Learning: Deep learning from a single input2
Historical Audio Search and Preservation: Finding Waldo Within the Fearless Steps Apollo 11 Naturalistic Audio Corpus [Applications Corner]2
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]2
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years2
Bounded-Magnitude Discrete Fourier Transform [Tips & Tricks]1
[Dates Ahead]1
Calendar [Dates Ahead]1
Election of Regional Directors-at-Large and Members-at-Large [Society News]1
“She Changed Astronomy Forever. He Won the Nobel Prize for It.” [President's Message]1
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]1
[Front cover]1
IEEE Signal Processing Social1
Table of Contents1
IEEE ASRU Workshop1
Calendar [Dates Ahead]1
Automatic Medical Image Diagnosis: Highlights from the 2021 IEEE 5-Minute Video Clip Contest [SP Competitions]1
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works1
Front Cover1
SPS Scholarship Program1
[Dates Ahead]1
Front Cover1
ICASSP 20231
Table of Contents1
The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers1
Applying Signal Processing to Opposite Sides of Imaging: Separate European research projects are focusing on aspects of completely real and entirely fake images [Special Reports]1
Reconfigurable Intelligent Surface-Assisted Massive MIMO: Favorable propagation, channel hardening, and rank deficiency [Lecture Notes]1
Toward Enabling Next-Generation Societal Virtual Reality Applications for Virtual Human Teleportation: A novel future system concept and computation-communication-signal representation trade-offs1
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques1
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]1
SPS Social Media1
IEEE Moving1
Table of Contents1
Chapter of the Year and New IEEE Fellows [Society News]1
IEEE Feedback1
Table of Contents1
Masthead1
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective1
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]1
Calendar [Dates Ahead]0
SPS Members, You Are All Heirs of Fourier! [From the Editor]0
Explanatory Paradigms in Neural Networks: Towards relevant and contextual explanations0
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years0
Fast Fourier Transform-Based Computation of Uniform Linear Array Beam Patterns [Tips & Tricks]0
An Invitation to Hypercomplex Phase Retrieval: Theory and applications0
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial0
A Signal Processor Teaches Generative Artificial Intelligence [SP Education]0
IEEE Feedback0
Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks0
Masthead0
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques0
SPS Announces the 2023 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]0
On Dual-Use Information Technology [President’s Message]0
Ethical and Ecological Issues in Signal Processing [From the Editor]0
[Dates Ahead]0
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]0
ILN Online Courses0
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]0
Signal Processing Supports Robotic Innovation: Robots are on a roll as new designs and capabilities open the door to fresh applications [Special Reports]0
Superresolution Image Reconstruction: Selective milestones and open problems0
Open and Reproducible Science: Desirable or Even Mandatory, But Not So Simple! [From the Editor]0
Radio Map Estimation: A data-driven approach to spectrum cartography0
Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor]0
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions0
Neural Speech and Audio Coding: Modern AI technology meets traditional codecs0
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers0
The Evolution of Women in Signal Processing and Science, Technology, Engineering, and Mathematics0
Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods0
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion0
Masthead0
ICIP 2022 Bordeaux, France [Call for papers]0
Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency0
ILN Online Course0
Our Fall Flagship Event: A Story of Past Accomplishments and Proposed Innovations [President’s Message]0
IEEE ICIP 20250
Honoring Prof. Sophocles J. Orfanidis [In Memoriam]0
In Remembrance of Dr. Harry L. Van Trees [In Memoriam]0
Personalized Education in the Artificial Intelligence Era: What to Expect Next0
System Design [Humor]0
SPS Social Media0
Reflections on the Poland Chapter Celebration [President’s Message]0
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform0
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]0
The Constant-Q Harmonic Coefficients: A timbre feature designed for music signals [Lecture Notes]0
IEEE Signal Processing Society 75th Anniversary During ICASSP 2023: Remembering the past, engaging with the present, and building the future [From the Editor]0
Holistic Processing of Color Images Using Novel Quaternion-Valued Wavelets on the Plane: A promising transformative tool0
SP 75th Anniversary0
IEEE App0
Signal Processing for Advanced Materials [From the Guest Editors]0
Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness0
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