OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Signal Processing Magazine is 3. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Calendar [Dates Ahead]	289
Intelligent Signal Processing for Affective Computing [From the Guest Editors]	228
IEEE Machine Learning for Signal Processing Workshop	166
Call For Papers 75 Anniversary of Signal Processing Society Special Issue	136
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]	111
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives	108
Teaching Digital Signal Processing by Partial Flipping, Active Learning, and Visualization: Keeping Students Engaged With Blended Teaching	101
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging	101
SPS Join Now	95
IEEE Foundation filler	87
Socially Intelligent Networks: A framework for decision making over graphs	83
Scientific Integrity: A Duty for Researchers [From the Editor]	80
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications	79
Front Cover	75
Front Cover	74
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective	70
Engaging Students in an Automotive Autonomy Sensor Processing Class: Incorporating active learning and high-fidelity, physics-based autonomy simulation into class projects	66
Table of Contents	66
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]	65
Deep Internal Learning: Deep learning from a single input	65
In Memoriam: H. Joel Trussell [In Memoriam]	61
Table of Contents	58
SPS Resource	56
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	56
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]	55

Signal Processing Society Resource Center	55
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works	53
Sketching Data Sets for Large-Scale Learning: Keeping only what you need	49
Table of Contents	48
Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities	48
ICASSP 2023	46
Signal Processing Social Media	42
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]	42
Table of Contents	42
A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]	42
Front Cover	41
Masthead	39
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges	36
In Memoriam: Enders Anthony Robinson [In Memoriam]	34
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs	32
From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]	31
Introducing SPM's New Team of Area Editors: Part 2 [From the Editor]	30
Deep Learning for Object Detection in Materials-Science Images: A tutorial	30
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews	29
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology	28
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions	28
In Memoriam: Allen Gorin [In Memoriam]	27
2022 Index IEEE Signal Processing Magazine Vol. 39	27
Memories From a Historic, Hybrid, Distributed ICASSP [President’s Message]	26
Table of Contents [Table of Contents]	24
IEEE Open Journal of the Signal Processing	23
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]	23
Reflections on the Poland Chapter Celebration [President’s Message]	22
ℓ ₂ and ℓ ₁ Trend Filtering: A Kalman Filter Approach [Lecture Notes]	22
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society	20
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques	18
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers	18
Rethinking Engineering Education: Policy, Pedagogy, and Assessment During Crises	17
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years	17
Information Forensics and Security: A quarter-century-long journey	16
Deep Learning for Mobile Mental Health: Challenges and recent advances	16
ICIP 2022 Bordeaux, France [Call for papers]	15
Masthead	15
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
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]	14
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]	14
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]	14
Incipit [President’s Message]	14
Signal Processing for Advanced Materials [From the Guest Editors]	14
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing	13
IEEE Connecting	13
2023 IEEE Signal Processing Society Awards [Society News]	13
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]	13
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview	12

Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective	12
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions	11
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing	11
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications	11
Signal Processing Society Resource Center	10
Miniaturized Advanced Driver Assistance Systems: A Low-Cost Educational Platform for Advanced Driver Assistance Systems and Autonomous Driving	10
SPS Resource Center	10
Join SPS	10
IEEE Membership	10
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]	10
Front Cover	9
Calendar [Dates Ahead]	9
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions	9
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions	8
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]	8
Index Modulation for Integrated Sensing and Communications: A signal processing perspective	8
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts	7
Reaching Out to Members in the Middle East and India [President’s Message]	7
Seventy Years of Radar and Communications: The road from separation to integration	7
Neural Target Speech Extraction: An overview	7
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]	7
Deep Learning in Biological Image and Signal Processing [From the Guest Editors]	7
Masthead	7
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques	6
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective	6
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey	6
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]	6
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering	6
Super-Resolving a Frequency Band [Tips & Tricks]	5
Periodograms and the Method of Averaged Periodograms [Lecture Notes]	5
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]	5
Table of Contents	5
The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]	5
Table of Contents	5
Table of Contents	5
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
SPS Scholarship 2025	4
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]	4
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective	4
New Society Officers Elected and Editor-in-Chief Named [Society News]	4
Calendar [Dates Ahead]	4
Correction	4
Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices	4
Signal Processing Society Social Media	4
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
SPS Technical Committee	3
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]	3
Special Issue on Model-based and Data-Driven Audio Signal Processing	3
Chapter of the Year and New IEEE Fellows	3
Lensless X-Ray Nanoimaging: Revolutions and opportunities	3
Noninvasive Neural Interfacing With Wearable Muscle Sensors: Combining Convolutive Blind Source Separation Methods and Deep Learning Techniques for Neural Decoding	3
Calendar [Dates Ahead]	3
A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices	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
IEEE Signal Processing Society PROGRESS: Support for Underrepresented Talent in the Field of Signal Processing [Conference Highlights]	3
Calendar [Dates Ahead]	3
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework	3
An Invitation to Hypercomplex Phase Retrieval: Theory and applications	3
Open Journal of Signal Processing	3
IEEE Open Journal of Signal Processing	3
A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]	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
Masthead	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
Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution	3
Masthead	3
SPS Social Media	3