External Links

    Journal: IEEE Signal Process. Mag.

    Volume 38, Issue 6

    6 -- 145John Edwards 0001. 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 meet project goals [Special Reports]
    9 -- 11Björn W. Schuller, Rosalind W. Picard, Elisabeth André, Jonathan Gratch, Jianhua Tao. Intelligent Signal Processing for Affective Computing [From the Guest Editors]
    39 -- 49Jiaee Cheong, Sinan Kalkan, Hatice Gunes. The Hitchhiker's Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques
    50 -- 58Zitong Yu, Xiaobai Li, Guoying Zhao 0001. Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications
    84 -- 95Brandon M. Booth, Louis Hickman, Shree Krishna Subburaj, Louis Tay, Sang Eun Woo, Sidney K. D'Mello. Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews
    96 -- 105Jing Han 0010, Zixing Zhang 0001, Cecilia Mascolo, Elisabeth André, Jianhua Tao, Ziping Zhao 0001, Björn W. Schuller. Deep Learning for Mobile Mental Health: Challenges and recent advances
    106 -- 114Juan Sebastián Gómez Cañón, Estefanía Cano, Tuomas Eerola, Perfecto Herrera, Xiao Hu 0001, Yi-Hsuan Yang, Emilia Gómez. Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications
    146 -- 152Ertugrul Basar, H. Vincent Poor. Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]

    Volume 38, Issue 5

    3 -- 0Christian Jutten. Think Outside the Box! [From the Editor]
    4 -- 5Ahmed H. Tewfik. "She Changed Astronomy Forever. He Won the Nobel Prize for It." [President's Message]
    8 -- 11John Edwards. 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 Reports]
    12 -- 36Rémi Gribonval, Antoine Chatalic, Nicolas Keriven, Vincent Schellekens, Laurent Jacques, Philip Schniter. Sketching Data Sets for Large-Scale Learning: Keeping only what you need
    37 -- 66Arash Mohammadi 0001, Yingxu Wang, Nastaran Enshaei, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Helder Rodrigues de Oliveira, Svetlana N. Yanushkevich, Konstantinos N. Plataniotis. Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications
    67 -- 83Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley. Sound Event Detection: A tutorial
    86 -- 91Ronald M. Aarts. Tracking and Estimation of Frequency, Amplitude, and Form Factor of a Harmonic Time Series [Lecture Notes]

    Volume 38, Issue 4

    3 -- 11Christian Jutten. Advances in Science Must Benefit All Humanity [From the Editor]
    5 -- 7Dario Farina, Arash Mohammadi 0001, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis. Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]
    8 -- 11John Edwards. With Signal Processing Support, Prosthetics Are Becoming Safer, More Natural, and Increasingly Sensitive: Ongoing Prosthetics Research Is Leading to Systems That Adapt to Users Rather Than Forcing Users to Accommodate the Prosthesis [Special Reports]
    12 -- 22Chakaveh Ahmadizadeh, Mahta Khoshnam, Carlo Menon. Human Machine Interfaces in Upper-Limb Prosthesis Control: A Survey of Techniques for Preprocessing and Processing of Biosignals
    23 -- 33Henrique Dantas, Taylor C. Hansen, David J. Warren, V. John Mathews. Interpreting Volitional Movement Intent From Biological Signals: A Review
    34 -- 45Yiwen Wang, José C. Príncipe. Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation
    46 -- 53Ahmed W. Shehata, Heather E. Williams, Jacqueline S. Hebert, Patrick M. Pillarski. Machine Learning for the Control of Prosthetic Arms: Using Electromyographic Signals for Improved Performance
    54 -- 64Aiping Liu, Soojin Lee, Xun Chen 0001, Martin J. McKeown, Z. Jane Wang 0001. Galvanic Vestibular Stimulation: Data Analysis and Applications in Neurorehabilitation
    65 -- 77Marc Jayson Baucas, Petros Spachos, Stefano Gregori. Internet-of-Things Devices and Assistive Technologies for Health Care: Applications, Challenges, and Opportunities
    78 -- 88Kun Qian 0003, Zixing Zhang 0001, Yoshiharu Yamamoto, Björn W. Schuller. Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring
    89 -- 102Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund C. Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand. Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices
    103 -- 118Ales Holobar, Dario Farina. Noninvasive Neural Interfacing With Wearable Muscle Sensors: Combining Convolutive Blind Source Separation Methods and Deep Learning Techniques for Neural Decoding
    119 -- 127Richard Lyons, Carl Howard. Improvements to the Sliding Discrete Fourier Transform Algorithm [Tips & Tricks]
    130 -- 131Pratyush Pranav. Computational Topology for Biomedical Images and Data: Theory and Applications [Book Review]

    Volume 38, Issue 3

    3 -- 5Christian Jutten. Introducing SPM's New Team of Area Editors: Part 2 [From the Editor]
    6 -- 9John Edwards. 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 -- 0Hagit Messer, Arye Nehorai, Jeffrey L. Krolik, José M. F. Moura, Al Hero, Joseph Tabrikian. In Remembrance of Peter Schultheiss [In Memoriam]
    11 -- 13Mónica F. Bugallo, Anthony G. Constantinides, Danilo P. Mandic, Alan V. Oppenheim, Roberto B. Togneri. Innovation Starts With Education [From the Guest Editors]
    14 -- 18Alan V. Oppenheim, Anthony G. Constantinides. Reflections After 50-Plus Years in the Classroom [Reflections]
    20 -- 29Keshab K. Parhi. Teaching Digital Signal Processing by Partial Flipping, Active Learning, and Visualization: Keeping Students Engaged With Blended Teaching
    30 -- 36Sally A. Male, Roberto B. Togneri, Lu C. Jin. Novice to Postgraduate Researcher Perceptions of Threshold Concepts and Capabilities in Signal Processing: Understanding Students' and Researchers' Perspectives
    37 -- 50Setareh Maghsudi, Andrew S. Lan, Jie Xu 0001, Mihaela van der Schaar. Personalized Education in the Artificial Intelligence Era: What to Expect Next
    51 -- 61Clive Cheong Took, Stephen R. Alty, Anush Yardim, David M. Howard 0001. Creativity First, Science Follows: Lessons in Digital Signal Processing Education
    62 -- 72Yolanda Campos-Roca. Multidisciplinary Project-Based Learning: Improving Student Motivation for Learning Signal Processing
    73 -- 84Meinard Müller, Brian McFee, Katherine M. Kinnaird. Interactive Learning of Signal Processing Through Music: Making Fourier Analysis Concrete for Students
    85 -- 93Kathleen E. Wage, John R. Buck, Jill K. Nelson, Margret A. Hjalmarson. What Were They Thinking?: Refining Conceptual Assessments Using Think-Aloud Problem Solving
    94 -- 104Jorge Torres Gómez, Antonio Rodriguez-Hidalgo, Yannelys Virginia Jerez Naranjo, Carmen Peláez-Moreno. Teaching Differently: The Digital Signal Processing of Multimedia Content Through the Use of Liberal Arts
    105 -- 114Michael Gerstmair, Martin Gschwandtner, Rainer Findenig, Oliver Lang, Alexander Melzer, Mario Huemer. Miniaturized Advanced Driver Assistance Systems: A Low-Cost Educational Platform for Advanced Driver Assistance Systems and Autonomous Driving
    115 -- 121K. Wendy Tang, Petar M. Djuric. Bachelor of Science in Electrical Engineering Online: A Journey of Challenges and Triumphs
    122 -- 132John E. Ball, Mahnas Jean Mohammadi-Aragh, Christopher Goodin. Engaging Students in an Automotive Autonomy Sensor Processing Class: Incorporating active learning and high-fidelity, physics-based autonomy simulation into class projects
    133 -- 143Elias Aboutanios, Vidhyasaharan Sethu, Eliathamby Ambikairajah, David S. Taubman, Julien Epps. Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach
    144 -- 153Felipe A. Tobar, Felipe Bravo-Marquez, Jocelyn Dunstan, Joaquín Fontbona, Alejandro Maass, Daniel Remenik, Jorge F. Silva. Data Science for Engineers: A Teaching Ecosystem
    154 -- 162Ales Procházka, Oldrich Vysata, Vladimír Marík. Integrating the Role of Computational Intelligence and Digital Signal Processing in Education: Emerging Technologies and Mathematical Tools
    163 -- 173Manish Narwaria. The Transition From White Box to Black Box: Challenges and Opportunities in Signal Processing Education
    174 -- 184Irwin King, Chandni Saxena, Christian Pak, Chak Ming Lam, Haiyan Cai. Rethinking Engineering Education: Policy, Pedagogy, and Assessment During Crises
    186 -- 203Cagatay Candan. Proper Definition and Handling of Dirac Delta Functions [Lecture Notes]
    194 -- 200David Ernesto Troncoso Romero, Miriam Guadalupe Cruz Jiménez, Uwe Meyer-Baese. Alternative Data Paths for the Cascaded Integrator-Comb Decimator [Tips & Tricks]
    201 -- 203Athina P. Petropulu. IEEE Signal Processing Society PROGRESS: Support for Underrepresented Talent in the Field of Signal Processing [Conference Highlights]

    Volume 38, Issue 2

    3 -- 5Christian Jutten. Introducing SPM's New Team of Area Editors: Part 1 [From the Editor]
    6 -- 0Ahmed H. Tewfik. Une Grande Responsabilite est la Suite Inseparable d'un Grand Pouvoir [President's Message]
    12 -- 14H. Vicky Zhao. Top Downloads on IEEE Xplore [Reader's Choice]
    15 -- 136John Edwards. Wearables-Fashion With a Purpose: A New Generation of Wearable Devices Uses Signal Processing to Make Life Easier, Healthier, and More Secure [Special Reports]
    18 -- 44Vishal Monga, Yuelong Li, Yonina C. Eldar. Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing
    45 -- 64Riccardo Bernardini, Roberto Rinaldo. Demystifying Lie Group Methods for Signal Processing: A Tutorial
    65 -- 88Xin Yuan 0002, David J. Brady, Aggelos K. Katsaggelos. Snapshot Compressive Imaging: Theory, Algorithms, and Applications
    89 -- 119Amir Adler, Mauricio Araya-Polo, Tomaso A. Poggio. Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows
    120 -- 125Sharu Theresa Jose, Osvaldo Simeone. Free Energy Minimization: A Unified Framework for Modeling, Inference, Learning, and Optimization [Lecture Notes]
    125 -- 129Alexander Shapiro, Yao Xie 0002, Rui Zhang. On Characteristic Rank for Matrix and Tensor Completion [Lecture Notes]
    130 -- 136David Ernesto Troncoso Romero, Miriam Guadalupe Cruz Jiménez. Simplifying Single-Bin Discrete Fourier Transform Computations [Tips & Tricks]
    138 -- 143Tirza Routtenberg, Alberto Carini, Émilie Chouzenoux, Piya Pal, José Carlos Moreira Bermudez, Lucio Marcenaro. Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]

    Volume 38, Issue 1

    3 -- 4Christian Jutten. Starting a Three-Year Journey With IEEE Signal Processing Magazine [From the Editor]
    5 -- 6Ahmed H. Tewfik. Il N'y a ni Mauvaises Herbes ni Mauvais Hommes [President's Message]
    8 -- 10H. Vicky Zhao. Top Downloads on IEEE Xplore [Reader's Choice]
    11 -- 14John Edwards. Signal Processing Advances the Quest for Better and Safer Medical Imaging: Imaging Breakthroughs Are Saving Lives By Giving Radiologists and Physicians Sharper and Safer Views Inside the Human Body [Special Reports]
    20 -- 21Lina J. Karam, Jay Katupitiya, Vicente Milanés, Ioannis Pitas, Jieping Ye. Autonomous Driving: Part 2-Learning and Cognition [From the Guest Editors]
    22 -- 30Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong. Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement
    31 -- 41Florent Chiaroni, Mohamed Cherif Rahal, Nicolas Hueber, Frédéric Dufaux. Self-Supervised Learning for Autonomous Vehicles Perception: A Conciliation Between Analytical and Learning Methods
    42 -- 52Andreas Bär, Jonas Löhdefink, Nikhil Kapoor, Serin Varghese, Fabian Hüger, Peter Schlicht, Tim Fingscheidt. The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing
    53 -- 67Mazin Hnewa, Hayder Radha. Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques
    68 -- 86Siheng Chen, Baoan Liu, Chen Feng 0002, Carlos Vallespi-Gonzalez, Carl Wellington. 3D Point Cloud Processing and Learning for Autonomous Driving: Impacting Map Creation, Localization, and Perception
    87 -- 96Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes. Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion
    97 -- 110Marco Cococcioni, Federico Rossi 0003, Emanuele Ruffaldi, Sergio Saponara, Benoît Dupont de Dinechin. Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities
    111 -- 121Dean Deter, Chieh Wang, Adian Cook, Nolan Kyle Perry. Simulating the Autonomous Future: A Look at Virtual Vehicle Environments and How to Validate Simulation Using Public Data Sets
    122 -- 130Arman Kheirati Roonizi. An Efficient Algorithm for Maneuvering Target Tracking [Tips & Tricks]
    131 -- 136Ozlem Tugfe Demir, Emil Björnson. The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes]
    137 -- 139John McAllister, Mike Polley, Roozbeh Jafari. The Applied Signal Processing Systems Technical Committee [In the Spotlight]
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