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 2021-06-01 to 2025-06-01.)

Article	Citations
Calendar [Dates Ahead]	301
Intelligent Signal Processing for Affective Computing [From the Guest Editors]	238
Call For Papers 75 Anniversary of Signal Processing Society Special Issue	143
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]	119
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging	113
SPS Join Now	106
IEEE Foundation filler	103
Socially Intelligent Networks: A framework for decision making over graphs	101
Scientific Integrity: A Duty for Researchers [From the Editor]	87
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives	85
Front Cover	83
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications	83
Front Cover	81
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective	78
Table of Contents	73
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]	70
Table of Contents	69
In Memoriam: H. Joel Trussell [In Memoriam]	69
SPS Resource	68
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	66
Deep Internal Learning: Deep learning from a single input	63
Signal Processing Society Resource Center	61
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]	58
Sketching Data Sets for Large-Scale Learning: Keeping only what you need	57
Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities	57

Table of Contents	55
ICASSP 2023	51
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]	51
A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]	49
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works	49
Table of Contents	47
Signal Processing Social Media	44
Masthead	43
Front Cover	43
In Memoriam: Enders Anthony Robinson [In Memoriam]	41
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs	41
From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]	36
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews	33
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions	32
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology	32
Deep Learning for Object Detection in Materials-Science Images: A tutorial	32
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges	31
In Memoriam: Allen Gorin [In Memoriam]	30
2022 Index IEEE Signal Processing Magazine Vol. 39	29
Table of Contents [Table of Contents]	28
Memories From a Historic, Hybrid, Distributed ICASSP [President’s Message]	28
IEEE Open Journal of the Signal Processing	27
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]	26
ℓ ₂ and ℓ ₁ Trend Filtering: A Kalman Filter Approach [Lecture Notes]	25
Reflections on the Poland Chapter Celebration [President’s Message]	23
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society	23
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers	22
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques	21
Information Forensics and Security: A quarter-century-long journey	18
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years	18
Masthead	17
Deep Learning for Mobile Mental Health: Challenges and recent advances	17
IEEE Signal Processing Society 75th Anniversary	16
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]	16
ICIP 2022 Bordeaux, France [Call for papers]	16
Incipit [President’s Message]	15
Signal Processing for Advanced Materials [From the Guest Editors]	15
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]	15
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]	15
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing	14
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]	14
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]	14
2023 IEEE Signal Processing Society Awards [Society News]	14
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview	13
IEEE Connecting	13
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing	13
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions	12
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications	12
SPS Resource Center	11
IEEE Membership	11

Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective	11
Join SPS	11
Front Cover	10
Signal Processing Society Resource Center	10
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions	10
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts	9
Index Modulation for Integrated Sensing and Communications: A signal processing perspective	9
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions	9
Calendar [Dates Ahead]	9
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]	9
Seventy Years of Radar and Communications: The road from separation to integration	8
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]	8
Reaching Out to Members in the Middle East and India [President’s Message]	7
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering	7
Deep Learning in Biological Image and Signal Processing [From the Guest Editors]	7
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective	7
Table of Contents	6
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]	6
Neural Target Speech Extraction: An overview	6
Table of Contents	6
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]	6
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey	6
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques	6
Super-Resolving a Frequency Band [Tips & Tricks]	5
The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]	5
Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices	5
Table of Contents	5
Periodograms and the Method of Averaged Periodograms [Lecture Notes]	5
Masthead	4
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 R	4
A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices	4
SPS Scholarship 2025	4
New Society Officers Elected and Editor-in-Chief Named [Society News]	4
Calendar [Dates Ahead]	4
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]	4
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]	4
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques	4
Signal Processing Society Social Media	4
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective	4
SPS Social Media	4
Noninvasive Neural Interfacing With Wearable Muscle Sensors: Combining Convolutive Blind Source Separation Methods and Deep Learning Techniques for Neural Decoding	4
Correction	4
A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]	3
Open Journal of Signal Processing	3
Calendar [Dates Ahead]	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
SPS Announces the 2023 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	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
Masthead	3
An Invitation to Hypercomplex Phase Retrieval: Theory and applications	3
IEEE Open Journal of Signal Processing	3
Masthead	3
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform	3
Ethical and Ecological Issues in Signal Processing [From the Editor]	3
Chapter of the Year and New IEEE Fellows	3
Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution	3
SPS Technical Committee	3
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]	3
Lensless X-Ray Nanoimaging: Revolutions and opportunities	3
Special Issue on Model-based and Data-Driven Audio Signal Processing	3
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework	3
IEEE Feedback	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
Improvements to the Sliding Discrete Fourier Transform Algorithm [Tips & Tricks]	2
IEEE Feedback	2
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines	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
IEEE Connects	2
IEEE What+ If	2
Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]	2
Front Cover	2
Networked Signal and Information Processing: Learning by multiagent systems	2
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]	2
TECH RXIV: Share Your Preprint Research with the World!	2
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation	2
Table of Contents	2
Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]	2
IEEE App	2
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]	2

New Society officers elected [Society News]	2
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]	2
Front Cover	2
Masthead	1
Masthead	1
IEEE Signal Processing Social	1
Implementing Moving Average Filters Using Recursion [Tips & Tricks]	1
A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]	1
Diffusion Models for Audio Restoration: A review	1
2023 Index IEEE Signal Processing Magazine Vol. 40	1
Masthead	1
Think Outside the Box! [From the Editor]	1
More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]	1
IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]	1
Masthead	1
Interpretability, Reproducibility, and Replicability [From the Guest Editors]	1
Stepping Out of Our “Cultural Ghettoes” [President’s Message]	1
IEEE Moving	1
Reconfigurable Intelligent Surface-Assisted Massive MIMO: Favorable propagation, channel hardening, and rank deficiency [Lecture Notes]	1
2024 Index IEEE Signal Processing Magazine Vol. 41	1
Bayes’ Rule Using Imprecise Probabilities [Lecture Notes]	1
[Front cover]	1
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years	1
SPS Social Media	1
Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition	1
SPS Social Media	1
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging	1
New Society Editors-in-Chief Named for 2022 [Society News]	1
Masthead	1
SPS Resource Center	1
Today’s Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]	1
Calendar [Dates Ahead]	1
The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers	1
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]	1
IEEE Signal Processing Society 75th Anniversary	0
Masthead	0
Masthead	0
Corrections and Comments on “An Efficient Algorithm for Maneuvering Target Tracking” [Corrections and Comments]	0
Masthead	0
IEEE Connecting	0
Trusting in the Sciences Requires Explainability [From the Editor]	0
Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]	0
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning	0
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee	0
Kerala Chapter Receives the 2023 Chapter of the Year Award! [Society News]	0
Special Issue: Artificial Intelligence for Education: A Signal Processing Perspective	0
SPM Is Your Magazine—You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]	0
Toward Creating an Inclusive SPS Community [President’s Message]	0
Beginning a Special Year for Our Society [From the Editor]	0
ICIP 2024	0
Synthesis of Fast-Decaying Window Functions [Lecture Notes]	0
Interpreting Volitional Movement Intent From Biological Signals: A Review	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
IEEE Signal Processing Society 75th Anniversary During ICASSP 2023: Remembering the past, engaging with the present, and building the future [From the Editor]	0
Boston Chapter Receives the 2022 Chapter of the Year Award! [Society News]	0
Table of Contents	0
Call for Papers: ICIP 2023	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 filler	0
Near-Field Signal Processing: Unleashing the power of proximity	0
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks	0
Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor]	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
Introducing the New Area Editors for SPM [Society News]	0
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results	0
Google	0
Deep Learning Meets Sparse Regularization: A signal processing perspective	0
Call for Papers: Special Issue on The Mathematics of Deep Learning	0
Computational Topology for Biomedical Images and Data: Theory and Applications [Book Review]	0
Masthead	0
Twenty-Five Years of Evolution in Speech and Language Processing	0
Table of Contents	0
IEEE Feedback	0
IEEE App	0
Front Cover	0
Masthead	0
IEEE Signal Processing Student filler	0
IEEE SPS 2023 President-Elect, Members-at-Large, and Regional Directors-at-Large Election Results [Society News]	0
IEEE Machine Learning for Signal Processing Workshop	0
SPS Social Media	0
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges	0
Data Science Education: The Signal Processing Perspective [SP Education]	0
Audio-Based Musical Version Identification: Elements and challenges	0
On the Evolution of Speech Representations for Affective Computing: A brief history and critical overview	0
Calendar [Dates Ahead]	0
The Cramér–Rao Bound for Signal Parameter Estimation From Quantized Data [Lecture Notes]	0
[Dates Ahead]	0
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application	0
Technical Committee Workshop CFP	0
Starting the Ethics Discussion in Our Community [President’s Message]	0
Human Machine Interfaces in Upper-Limb Prosthesis Control: A Survey of Techniques for Preprocessing and Processing of Biosignals	0
2021 Index IEEE Signal Processing Magazine Vol. 38	0
Masthead	0