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 2021-09-01 to 2025-09-01.)
ArticleCitations
Calendar [Dates Ahead]327
Intelligent Signal Processing for Affective Computing [From the Guest Editors]267
Call For Papers 75 Anniversary of Signal Processing Society Special Issue167
Socially Intelligent Networks: A framework for decision making over graphs139
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]129
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging125
SPS Join Now120
IEEE Foundation filler104
Scientific Integrity: A Duty for Researchers [From the Editor]94
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives91
A Fast Multiplierless Discrete Fourier Transform Approximation by Sparse Factorization Optimization [Tips & Tricks]90
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications86
Front Cover86
Front Cover84
Table of Contents81
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]80
Deep Internal Learning: Deep learning from a single input79
In Memoriam: H. Joel Trussell [In Memoriam]75
Table of Contents74
SPS Resource74
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 channels70
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective67
Signal Processing Society Resource Center61
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]61
Sketching Data Sets for Large-Scale Learning: Keeping only what you need60
Table of Contents60
ICASSP 202356
A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]53
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]53
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works48
Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities47
Incorporating Cross-Ambiguity Function-Based Radar in Wireless Orthogonal Frequency-Division Multiplexing Communication Receivers [Tips & Tricks]46
Table of Contents45
Signal Processing Social Media42
Front Cover40
Masthead36
From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]36
In Memoriam: Enders Anthony Robinson [In Memoriam]36
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology32
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews32
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges31
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions31
Deep Learning for Object Detection in Materials-Science Images: A tutorial31
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs28
In Memoriam: Allen Gorin [In Memoriam]25
Memories From a Historic, Hybrid, Distributed ICASSP [President’s Message]23
2022 Index IEEE Signal Processing Magazine Vol. 3923
Table of Contents [Table of Contents]21
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]20
IEEE Open Journal of the Signal Processing20
ℓ 2 and ℓ 1 Trend Filtering: A Kalman Filter Approach [Lecture Notes]19
Reflections on the Poland Chapter Celebration [President’s Message]19
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years19
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers18
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society18
Deep Learning for Mobile Mental Health: Challenges and recent advances18
Masthead17
SPS Resource Center17
Table of Contents16
Information Forensics and Security: A quarter-century-long journey16
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques16
ICIP 2022 Bordeaux, France [Call for papers]15
Masthead15
IEEE Signal Processing Society 75th Anniversary15
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]15
Signal Processing for Advanced Materials [From the Guest Editors]13
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]13
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]13
IEEE Connecting11
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]11
2023 IEEE Signal Processing Society Awards [Society News]11
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]11
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing11
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing11
Incipit [President’s Message]11
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications10
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview10
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions10
Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective10
Calendar [Dates Ahead]9
Signal Processing Society Resource Center9
SPS Resource Center9
Front Cover9
Join SPS9
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions9
IEEE Membership9
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]8
Seventy Years of Radar and Communications: The road from separation to integration7
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts7
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions7
Index Modulation for Integrated Sensing and Communications: A signal processing perspective7
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective6
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering6
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]6
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]6
Reaching Out to Members in the Middle East and India [President’s Message]6
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques6
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]6
Deep Learning in Biological Image and Signal Processing [From the Guest Editors]6
Learn, Denoise, and Discover: A guide to deep denoising with an application to electron microscopy5
Table of Contents5
Periodograms and the Method of Averaged Periodograms [Lecture Notes]5
Super-Resolving a Frequency Band [Tips & Tricks]5
New Society Officers Elected and Editor-in-Chief Named [Society News]5
Neural Target Speech Extraction: An overview5
Table of Contents5
The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]5
Correction5
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective5
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey5
Table of Contents5
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques5
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]5
SPS Technical Committee4
Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution4
Masthead4
Smart Home Technologies Are Saving Money and Lives: Reaching out in new directions, signal processing-supported smart technologies are rapidly changing—and improving—everyday life [Special R4
Massive Multiple-Input, Multiple-Output: Instantaneous versus statistical channel state information-based power allocation [Lecture Notes]4
IEEE Open Journal of Signal Processing4
Masthead4
A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]4
Calendar [Dates Ahead]4
SPS Scholarship 20254
A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices4
Calendar [Dates Ahead]4
Open Journal of Signal Processing4
SPS Social Media4
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]4
IEEE Dataport4
Signal Processing Society Social Media4
Lensless X-Ray Nanoimaging: Revolutions and opportunities3
Waveforms for Computing Over the Air: A groundbreaking approach that redefines data aggregation3
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework3
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]3
SPS Announces the 2023 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]3
An Invitation to Hypercomplex Phase Retrieval: Theory and applications3
Chapter of the Year and New IEEE Fellows3
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform3
Ethical and Ecological Issues in Signal Processing [From the Editor]3
New Society officers elected [Society News]3
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]3
Signal Processing Supports Robotic Innovation: Robots are on a roll as new designs and capabilities open the door to fresh applications [Special Reports]3
Exploring Frontiers of Polar-Domain Codebooks for Near-Field Channel Estimation and Beam Training: A comprehensive analysis, case studies, and implications for 6G3
Masthead3
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]3
TECH RXIV: Share Your Preprint Research with the World!3
Special Issue on Model-based and Data-Driven Audio Signal Processing3
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging2
Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]2
Table of Contents2
Front Cover2
Front Cover2
IEEE Connects2
Masthead2
Implementing Moving Average Filters Using Recursion [Tips & Tricks]2
Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities2
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines2
Artificial Intelligence, Machine Learning, and Signal Processing: Researchers are using artificial intelligence, machine learning, and signal processing to build powerful three-level platforms to help2
IEEE App2
IEEE What+ If2
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation2
Introducing Information Metrics for Statistical Signal Processing [Lecture Notes]2
Stepping Out of Our “Cultural Ghettoes” [President’s Message]2
Networked Signal and Information Processing: Learning by multiagent systems2
IEEE Feedback2
IEEE Feedback2
The Truth Is Out There: Cognitive sensing and opportunistic navigation with unknown terrestrial and nonterrestrial signals2
Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]2
IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]1
Calendar [Dates Ahead]1
Reconfigurable Intelligent Surface-Assisted Massive MIMO: Favorable propagation, channel hardening, and rank deficiency [Lecture Notes]1
IEEE Moving1
Today’s Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]1
IEEE Signal Processing Social1
Conference Calendar [Dates Ahead]1
SPS Social Media1
Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition1
2023 Index IEEE Signal Processing Magazine Vol. 401
Diffusion Models for Audio Restoration: A review1
Masthead1
Think Outside the Box! [From the Editor]1
[Front cover]1
The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers1
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]1
Masthead1
Masthead1
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years1
A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]1
2024 Index IEEE Signal Processing Magazine Vol. 411
Bayes’ Rule Using Imprecise Probabilities [Lecture Notes]1
SPS Resource Center1
More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]1
SPS Social Media1
Interpretability, Reproducibility, and Replicability [From the Guest Editors]1
IEEE Signal Processing Student filler0
Signal Processing in Our Digital Era [President’s Message]0
Masthead0
Corrections and Comments on “An Efficient Algorithm for Maneuvering Target Tracking” [Corrections and Comments]0
Toward Creating an Inclusive SPS Community [President’s Message]0
IEEE SPS 2023 President-Elect, Members-at-Large, and Regional Directors-at-Large Election Results [Society News]0
Special Issue: Artificial Intelligence for Education: A Signal Processing Perspective0
Near-Field Signal Processing: Unleashing the power of proximity0
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges0
The Cramér–Rao Bound for Signal Parameter Estimation From Quantized Data [Lecture Notes]0
Masthead0
Fast Computation of the Discrete Fourier Transform Square Index Coefficients0
Technical Committee Workshop CFP0
ICIP 20240
IEEE App0
2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]0
IEEE Signal Processing Society 75th Anniversary0
Masthead0
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging0
IEEE Feedback0
IEEE Open Journal of the Signal Processing Society0
Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]0
New Society Editors-in-Chief Named for 2024 [Society News]0
2021 IEEE Signal Processing Society Awards [Society News]0
IEEE Signal Processing SM filler0
Twenty-Five Years of Evolution in Speech and Language Processing0
SPM Is Your Magazine—You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]0
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning0
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application0
ILN Online Course0
On the Evolution of Speech Representations for Affective Computing: A brief history and critical overview0
Data Science Education: The Signal Processing Perspective [SP Education]0
Starting the Ethics Discussion in Our Community [President’s Message]0
SPS Announces the 2022 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]0
Call for Papers: Special Issue on The Mathematics of Deep Learning0
Boston Chapter Receives the 2022 Chapter of the Year Award! [Society News]0
Call for Papers: ICIP 20230
Self-Supervised Representation Learning: Introduction, advances, and challenges0
2021 Index IEEE Signal Processing Magazine Vol. 380
Masthead0
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks0
Introducing the New Area Editors for SPM [Society News]0
How the 1969 IEEE Convention and Exhibition Changed My Life Forever: The story of how a single IEEE event attracted over 60,000 people and gave one young man a lifelong career0
SPS Social Media0
Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor]0
Beginning a Special Year for Our Society [From the Editor]0
IEEE Connecting0
Deep Learning Meets Sparse Regularization: A signal processing perspective0
Google0
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results0
Synthesis of Fast-Decaying Window Functions [Lecture Notes]0
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee0
Table of Contents0
Masthead0
Kerala Chapter Receives the 2023 Chapter of the Year Award! [Society News]0
Front Cover0
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