OOIR: Observatory of International Research

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 2021-11-01 to 2025-11-01.)

Article	Citations
Call For Papers 75 Anniversary of Signal Processing Society Special Issue	356
Calendar [Dates Ahead]	284
Intelligent Signal Processing for Affective Computing [From the Guest Editors]	169
A Fast Multiplierless Discrete Fourier Transform Approximation by Sparse Factorization Optimization [Tips & Tricks]	149
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging	131
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]	126
SPS Join Now	118
IEEE Foundation filler	112
Scientific Integrity: A Duty for Researchers [From the Editor]	103
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives	99
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications	97
Socially Intelligent Networks: A framework for decision making over graphs	94
Front Cover	94
Table of Contents	89
In Memoriam: H. Joel Trussell [In Memoriam]	84
Front Cover	84
Learning From Crowdsourced Noisy Labels: A signal processing perspective	80
Table of Contents	78
SPS Resource	78
What Does a Complex Correlation Coefficient Mean? [Lecture Notes]	77
Deep Internal Learning: Deep learning from a single input	74
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 channels	72
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective	70
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]	64
Signal Processing Society Resource Center	63

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]	62
Table of Contents	61
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]	60
ICASSP 2023	53
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works	51
A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]	50
Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities	49
Incorporating Cross-Ambiguity Function-Based Radar in Wireless Orthogonal Frequency-Division Multiplexing Communication Receivers [Tips & Tricks]	44
Front Cover	43
Table of Contents	40
Masthead	36
From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]	36
Signal Processing Social Media	36
In Memoriam: Enders Anthony Robinson [In Memoriam]	36
Deep Learning for Object Detection in Materials-Science Images: A tutorial	34
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs	33
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges	32
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology	31
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions	28
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews	24
IEEE Open Journal of the Signal Processing	23
Memories From a Historic, Hybrid, Distributed ICASSP [President’s Message]	22
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]	21
Table of Contents [Table of Contents]	21
In Memoriam: Allen Gorin [In Memoriam]	21
2022 Index IEEE Signal Processing Magazine Vol. 39	21
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society	20
Reflections on the Poland Chapter Celebration [President’s Message]	20
SPS Resource Center	19
ℓ ₂ and ℓ ₁ Trend Filtering: A Kalman Filter Approach [Lecture Notes]	19
Masthead	19
Table of Contents	18
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years	18
Information Forensics and Security: A quarter-century-long journey	17
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers	17
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques	17
Masthead	16
Signal Processing for Advanced Materials [From the Guest Editors]	16
Deep Learning for Mobile Mental Health: Challenges and recent advances	16
ICIP 2022 Bordeaux, France [Call for papers]	16
IEEE Signal Processing Society 75th Anniversary	15
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]	15
2023 IEEE Signal Processing Society Awards [Society News]	14
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]	13
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]	13
Incipit [President’s Message]	13
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]	13
IEEE Connecting	12
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing	12
Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective	11

Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications	11
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing	11
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]	11
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions	11
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview	11
Join SPS	10
SPS Resource Center	10
IEEE Membership	10
Front Cover	9
Calendar [Dates Ahead]	9
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions	9
Signal Processing Society Resource Center	9
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts	8
Index Modulation for Integrated Sensing and Communications: A signal processing perspective	8
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions	8
Seventy Years of Radar and Communications: The road from separation to integration	8
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]	8
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]	7
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques	7
Deep Learning in Biological Image and Signal Processing [From the Guest Editors]	7
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering	7
Reaching Out to Members in the Middle East and India [President’s Message]	7
Learn, Denoise, and Discover: A guide to deep denoising with an application to electron microscopy	7
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]	7
Table of Contents	6
Table of Contents	6
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey	6
Neural Target Speech Extraction: An overview	6
The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]	6
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective	6
Table of Contents	6
Table of Contents	6
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]	6
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective	5
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]	5
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques	5
SPS Scholarship 2025	5
A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices	5
Periodograms and the Method of Averaged Periodograms [Lecture Notes]	5
New Society Officers Elected and Editor-in-Chief Named [Society News]	5
Signal Processing Society Social Media	5
IEEE Dataport	5
Masthead	5
Super-Resolving a Frequency Band [Tips & Tricks]	5
Correction	5
Calendar [Dates Ahead]	5
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]	5
Massive Multiple-Input, Multiple-Output: Instantaneous versus statistical channel state information-based power allocation [Lecture Notes]	5
IEEE Open Journal of Signal Processing	4
Masthead	4
Open Journal of Signal Processing	4
Exploring Frontiers of Polar-Domain Codebooks for Near-Field Channel Estimation and Beam Training: A comprehensive analysis, case studies, and implications for 6G	4
Calendar [Dates Ahead]	4
A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]	4
Signal Processing Supports Robotic Innovation: Robots are on a roll as new designs and capabilities open the door to fresh applications [Special Reports]	4
Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution	4
SPS Social Media	4
SPS Technical Committee	4
An Invitation to Hypercomplex Phase Retrieval: Theory and applications	4
Lensless X-Ray Nanoimaging: Revolutions and opportunities	4
Front Cover	3
Chapter of the Year and New IEEE Fellows	3
Quadratic Transform for Fractional Programming in Signal Processing and Machine Learning: A unified approach for solving optimization problems involving ratios	3
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework	3
IEEE Feedback	3
Networked Signal and Information Processing: Learning by multiagent systems	3
TECH RXIV: Share Your Preprint Research with the World!	3
Special Issue on Model-based and Data-Driven Audio Signal Processing	3
Waveforms for Computing Over the Air: A groundbreaking approach that redefines data aggregation	3
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]	3
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines	3
SPS Announces the 2023 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	3
New Society officers elected [Society News]	3
Ethical and Ecological Issues in Signal Processing [From the Editor]	3
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform	3
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]	3
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]	3
IEEE What+ If	2
Front Cover	2
Table of Contents	2

Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]	2
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging	2
Masthead	2
IEEE App	2
IEEE Feedback	2
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation	2
The Truth Is Out There: Cognitive sensing and opportunistic navigation with unknown terrestrial and nonterrestrial signals	2
Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities	2
Introducing Information Metrics for Statistical Signal Processing [Lecture Notes]	2
IEEE Feedback	2
IEEE Connects	2
Artificial Intelligence, Machine Learning, and Signal Processing: Researchers are using artificial intelligence, machine learning, and signal processing to build powerful three-level platforms to help	2
Implementing Moving Average Filters Using Recursion [Tips & Tricks]	2
Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]	2
Masthead	1
Stepping Out of Our “Cultural Ghettoes” [President’s Message]	1
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years	1
Bayes’ Rule Using Imprecise Probabilities [Lecture Notes]	1
Conference Calendar [Dates Ahead]	1
Masthead	1
Interpretability, Reproducibility, and Replicability [From the Guest Editors]	1
IEEE Moving	1
Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition	1
SPS Social Media	1
The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers	1
Today’s Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]	1
SPS Social Media	1
IEEE Connects	1
[Front cover]	1
More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]	1
IEEE Signal Processing Social	1
Masthead	1
2024 Index IEEE Signal Processing Magazine Vol. 41	1
SPS Resource Center	1
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]	1
2023 Index IEEE Signal Processing Magazine Vol. 40	1
IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]	1
Calendar [Dates Ahead]	1
Calendar [Dates Ahead]	0
SPM Is Your Magazine—You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]	0
Call for Papers: ICIP 2023	0
IEEE SPS 2023 President-Elect, Members-at-Large, and Regional Directors-at-Large Election Results [Society News]	0
Masthead	0
Calendar [Dates Ahead]	0
Starting the Ethics Discussion in Our Community [President’s Message]	0
SPS Social Media	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 career	0
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning	0
Special Issue: Artificial Intelligence for Education: A Signal Processing Perspective	0
Masthead	0
Fast Computation of the Discrete Fourier Transform Square Index Coefficients	0
Beginning a Special Year for Our Society [From the Editor]	0
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application	0
ICIP 2024	0
Calendar [Dates Ahead]	0
SPS Announces the 2022 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	0
2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]	0
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging	0
IEEE Swiss Vault	0
IEEE Open Journal of the Signal Processing Society	0
Masthead	0
IEEE Connecting	0
Technical Committee Workshop CFP	0
New Society Editors-in-Chief Named for 2024 [Society News]	0
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks	0
Near-Field Signal Processing: Unleashing the power of proximity	0
Call for Papers: Special Issue on The Mathematics of Deep Learning	0
Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor]	0
Twenty-Five Years of Evolution in Speech and Language Processing	0
Masthead	0
The Cramér–Rao Bound for Signal Parameter Estimation From Quantized Data [Lecture Notes]	0
Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]	0
2021 IEEE Signal Processing Society Awards [Society News]	0
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results	0
Front Cover	0
Table of Contents	0
Front Cover	0
Self-Supervised Representation Learning: Introduction, advances, and challenges	0
Boston Chapter Receives the 2022 Chapter of the Year Award! [Society News]	0
Signal Processing in Our Digital Era [President’s Message]	0
IEEE Signal Processing Society 75th Anniversary	0
IEEE Signal Processing SM filler	0
Masthead	0
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
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges	0
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee	0
Introducing the New Area Editors for SPM [Society News]	0
On the Evolution of Speech Representations for Affective Computing: A brief history and critical overview	0
Audio-Based Musical Version Identification: Elements and challenges	0
Deep Learning Meets Sparse Regularization: A signal processing perspective	0
SPS Resource Center	0
2021 Index IEEE Signal Processing Magazine Vol. 38	0
Google	0
Data Science Education: The Signal Processing Perspective [SP Education]	0