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 2022-05-01 to 2026-05-01.)

Article	Citations
Call For Papers 75 Anniversary of Signal Processing Society Special Issue	347
Calendar [Dates Ahead]	234
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging	185
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]	157
SPS Join Now	156
IEEE Foundation filler	152
Socially Intelligent Networks: A framework for decision making over graphs	148
Scientific Integrity: A Duty for Researchers [From the Editor]	142
Demystifying Encoder–Decoder Neural Networks: Correncoder for Regression via Latent Spaces [Lecture Notes]	130
A Fast Multiplierless Discrete Fourier Transform Approximation by Sparse Factorization Optimization [Tips & Tricks]	113
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives	100
Front Cover	100
Front Cover	96
In Memoriam: H. Joel Trussell [In Memoriam]	96
SPS Resource	96
Table of Contents	92
Deep Internal Learning: Deep learning from a single input	85
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]	84
SPS Social Media	75
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective	68
What Does a Complex Correlation Coefficient Mean? [Lecture Notes]	65
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	63
Learning From Crowdsourced Noisy Labels: A signal processing perspective	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
Signal Processing Society Resource Center	62

Table of Contents	50
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]	46
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works	43
ICASSP 2023	43
A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]	42
Incorporating Cross-Ambiguity Function-Based Radar in Wireless Orthogonal Frequency-Division Multiplexing Communication Receivers [Tips & Tricks]	41
Front Cover	37
Table of Contents	35
Signal Processing Social Media	34
Masthead	34
Multimodal Data Fusion in Neuroscience: Promises, challenges, and future directions [Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology]	33
In Memoriam: Enders Anthony Robinson [In Memoriam]	33
From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]	31
ILN - Transformer Architecturess for Mutimodel	31
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions	31
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology	30
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges	28
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs	28
SPS Podcast	28
IEEE Open Journal of the Signal Processing	26
The Nasreddin Hodja Principle and the Mathematics of Deep Learning [From the Editor]	26
Memories From a Historic, Hybrid, Distributed ICASSP [President’s Message]	24
2022 Index IEEE Signal Processing Magazine Vol. 39	22
Table of Contents [Table of Contents]	22
In Memoriam: Allen Gorin [In Memoriam]	22
Using Language Models to Detect and Reduce Gender Bias in University Forum Messages	21
Reflections on the Poland Chapter Celebration [President’s Message]	21
IEEE Dataport	20
Tensor Decomposition for Brain Data Characterization: A structured review on prerequisites, models, and constraints	19
Masthead	18
Table of Contents	17
SPS Resource Center	17
Information Forensics and Security: A quarter-century-long journey	16
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society	15
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]	15
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers	14
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques	14
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years	14
Masthead	14
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]	13
IEEE Signal Processing Society 75th Anniversary	13
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]	13
2023 IEEE Signal Processing Society Awards [Society News]	13
Brain Connectivity: From network science to tensor models	12
Incipit [President’s Message]	12
IEEE Connecting	12
ICIP 2026	12
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]	12
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]	11
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]	11

Understanding Untrained Deep Models for Inverse Problems [From the Guest Editors]: Algorithms and theory	11
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing	11
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing	11
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions	10
IEEE Membership	10
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview	10
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications	10
Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective	10
Calendar [Dates Ahead]	9
New Online Course - Foundation Models	9
Join SPS	9
Index Modulation for Integrated Sensing and Communications: A signal processing perspective	9
Signal Processing Society Resource Center	9
Front Cover	9
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions	9
SPS Resource Center	9
Reaching Out to Members in the Middle East and India [President’s Message]	8
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions	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
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts	8
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey	7
Artificial Intelligience for Education: A Signal Processing Perspective: Part I: From Active Learning to Mitigating Gender Bias [From The Guest Editors]	7
Neural Target Speech Extraction: An overview	7
Learn, Denoise, and Discover: A guide to deep denoising with an application to electron microscopy	7
Representation Learning and Foundation Models for Electroencephalography Analyses: Current trends, fundamental insights, and future directions	7
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]	7
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering	7
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]	7
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective	6
The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]	6
Table of Contents	6
Table of Contents	6
Table of Contents	6
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques	6
Table of Contents	6
Masthead	6
Rapture of the Deep: Highs and lows of sparsity in a world of depths	6
New Society Officers Elected and Editor-in-Chief Named [Society News]	5
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]	5
Signal Processing Society Social Media	5
Super-Resolving a Frequency Band [Tips & Tricks]	5
Calendar [Dates Ahead]	5
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]	5
Periodograms and the Method of Averaged Periodograms [Lecture Notes]	5
SPS Scholarship 2025	5
Masthead	5
Efficient Approximation of the Arctangent Function for Computing Platforms With Limited Hardware Resources [Tips & Tricks]	4
IEEE Dataport	4
Guest Editorial for Part 1 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors]	4
Massive Multiple-Input, Multiple-Output: Instantaneous versus statistical channel state information-based power allocation [Lecture Notes]	4
Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution	3
SPS Technical Committee	3
An Invitation to Hypercomplex Phase Retrieval: Theory and applications	3
IEEE Feedback	3
New Society officers elected [Society News]	3
Waveforms for Computing Over the Air: A groundbreaking approach that redefines data aggregation	3
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform	3
IEEE Open Journal of Signal Processing	3
Front Cover	3
Masthead	3
TECH RXIV: Share Your Preprint Research with the World!	3
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework	3
Special Issue on Model-based and Data-Driven Audio Signal Processing	3
Open Journal of Signal Processing	3
Large Language Models for Education: A survey and outlook	3
SPS Social Media	3
ICIP 2026	3
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]	3
Quadratic Transform for Fractional Programming in Signal Processing and Machine Learning: A unified approach for solving optimization problems involving ratios	3
Exploring Frontiers of Polar-Domain Codebooks for Near-Field Channel Estimation and Beam Training: A comprehensive analysis, case studies, and implications for 6G	3
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]	2
On-Chip Spike Sorting: Developments, challenges, and future directions	2
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]	2
Front Cover	2
Front Cover	2
Table of Contents	2
SPS Announces the 2023 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	2
Table of Contents	2
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines	2

IEEE App	2
IEEE Feedback	2
IEEE What+ If	2
Chapter of the Year and New IEEE Fellows	2
2025 IEEE Signal Processing Society Awards [Society News]	2
Networked Signal and Information Processing: Learning by multiagent systems	2
IEEE Feedback	2
IEEE Connects	2
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging	1
SPS Social Media	1
Conference Calendar [Dates Ahead]	1
Brain Foundation Models: A survey on advancements in neural signal processing and brain discovery	1
Implementing Moving Average Filters Using Recursion [Tips & Tricks]	1
IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]	1
Masthead	1
ILN - Foundation Model and Human Centric AI	1
Introducing Information Metrics for Statistical Signal Processing [Lecture Notes]	1
Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities	1
IEEE Connects	1
Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]	1
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]	1
Masthead	1
Interpretability, Reproducibility, and Replicability [From the Guest Editors]	1
SPS Social Media	1
The Truth Is Out There: Cognitive sensing and opportunistic navigation with unknown terrestrial and nonterrestrial signals	1
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation	1
Masthead	1
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years	1
Embracing Challenges: Teaching in the Age of AI [From The Editor]	0
Call For Papers Special Issue	0
ILN - Transformer Architectures for Multimodal Signal Processing & Decision Making	0
Boston Chapter Receives the 2022 Chapter of the Year Award! [Society News]	0
Election of Regional Directors-at-Large and Members-at-Large [Society News]	0
An Exciting Juncture for Signal Processing Research: On Building Bridges, Challenges, and Opportunities [From the Editor]	0
Calendar [Dates Ahead]	0
Beyond Answers: How large language models can pursue strategic thinking in education	0
Front Cover	0
IEEE Signal Processing SM filler	0
Editorial for Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 2 [From the Guest Editors]	0
Signal Processing for Brain–Computer Interfaces: A review and current perspectives	0
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application	0
Self-Supervised Representation Learning: Introduction, advances, and challenges	0
A Signal Processor Teaches Generative Artificial Intelligence [SP Education]	0
IEEE SPS 2023 President-Elect, Members-at-Large, and Regional Directors-at-Large Election Results [Society News]	0
SPS Social Media	0
IEEE ICIP 2025	0
Beginning a Special Year for Our Society [From the Editor]	0
ICIP 2024	0
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee	0
Technical Committee Workshop CFP	0
Lessons From Two Roundtables on Artificial Intelligence and Signal Processing Education: Addressing the emergence of a new era and a new discipline [Special Issue on Artificial Intelligence for Educat	0
Data Science Education: The Signal Processing Perspective [SP Education]	0
Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]	0
New Society Editors-in-Chief Named for 2024 [Society News]	0
Masthead	0
Table of Contents	0
SP Media	0
Front Cover	0
On the Concept of Frequency in Signal Processing: A Discussion [Perspectives]	0
Calendar [Dates Ahead]	0
Conference Calendar	0
Deep Learning Meets Sparse Regularization: A signal processing perspective	0
The EXPERIENCE Project: Automatic virtualization of “extended personal reality” through biomedical signal processing and explainable artificial intelligence [Applications Corner]	0
IEEE Signal Processing Society: State of Society [State of Society]	0
SPM Is Your Magazine—You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]	0
[Dates Ahead]	0
ILN - Transformer Architectures for Multimodal Signal Processing & Decision Making	0
Masthead	0
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks	0
Toward Creating an Inclusive SPS Community [President’s Message]	0
Starting the Ethics Discussion in Our Community [President’s Message]	0
Special Issue: Artificial Intelligence for Education: A Signal Processing Perspective	0
Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]	0
Twenty-Five Years of Evolution in Speech and Language Processing	0
In Celebration: Professor Simon Haykin [In Memoriam]	0
Artificial Intelligence for Education: A Signal Processing Perspective: Part II: From Human–AI Cocreativity to Educational Equity [From the Guest Editors]	0
IEEE Connecting	0
SPS Resource Center	0
New Society Officer Elected [Society News]	0
IEEE Dataport	0
Masthead	0
Low-Rank Tensor Decompositions for the Theory of Neural Networks: Understanding deep learning through the lens of tensor formats [Special Issue on the Mathematics of Deep Learning]	0
IEEE Swiss Vault	0
A Survey of Artificial Intelligence in Fashion	0
Advance Your Signal Processing Education	0
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging	0
Power-Efficient Sampling: Towards low-power analog-to-digital converters	0
IEEE Open Journal of the Signal Processing Society	0
IEEE App	0
ILN Online Courses	0
Google	0
2021 IEEE Signal Processing Society Awards [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 career	0
Call for Papers: Special Issue on The Mathematics of Deep Learning	0
Fast Computation of the Discrete Fourier Transform Square Index Coefficients	0