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IEEE Signal Processing Magazine, Volume 40
Volume 40, Number 1, January 2023
- Christian Jutten
:
Beginning a Special Year for Our Society [From the Editor]. 3-7 - Athina P. Petropulu
Happy New Year to All [President's Message]. 5-7 - Ahmed H. Tewfik:
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]. 13-14 - Joel Acevedo, Alan V. Oppenheim
The Magical Art of Technical Presentations [Perspectives]. 15-21 - John Edwards
Signal Processing Comes to the Senses: Signal processing is making an impact in taste, sentiment, and touch research [Special Reports]. 22-25 - Bihan Wen
Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor]. 28-30 - Zhiyuan Zha
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling. 32-44 - Jonathan Dong
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. 45-57 - Jian Zhang
Physics-Inspired Compressive Sensing: Beyond deep unrolling. 58-72 - Weisheng Dong
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation. 73-84 - Ulugbek S. Kamilov
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications. 85-97 - Kerstin Hammernik
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging. 98-114 - Youzuo Lin
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion. 115-133 - Dongdong Chen
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning. 134-147 - Zhizhen Zhao
Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications. 148-163 - Subhadip Mukherjee
Learned Reconstruction Methods With Convergence Guarantees: A survey of concepts and applications. 164-182 - Arman Kheirati Roonizi
Fourier Analysis: A new computing approach [Lecture Notes]. 183-191
Volume 40, Number 2, March 2023
- Christian Jutten
Open and Reproducible Science: Desirable or Even Mandatory, But Not So Simple! [From the Editor]. 3-12 - Athina P. Petropulu
Reaching Out to Members in the Middle East and India [President's Message]. 4-6 - Bihan Wen
Physics-Driven Machine Learning for Computational Imaging: Part 2 [From the Guest Editors]. 13-15 - Rui Guo
Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methods. 18-31 - Weng-Tai Su
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques. 32-45 - Samuel Pinilla
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers. 46-60 - Jie Chen
Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods. 61-74 - Henry Arguello
Deep Optical Coding Design in Computational Imaging: A data-driven framework. 75-88 - Wenjun Xia
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey. 89-100 - Fan Lam
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions. 101-115 - Yanjie Zhu, Jing Cheng, Zhuo-Xu Cui, Qingyong Zhu, Leslie Ying, Dong Liang:
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks. 116-128 - Qinqin Yang
Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence. 129-140 - Joseph Shenouda
A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]. 141-151 - Gordana Jovanovic-Dolecek
Update on the CIC Multistage Decimation Filter With a Minimum Number of Additions per Output Sample (APOS): Can We Still Decrease the Number of APOS? [Tips & Tricks]. 151-172 - Manish Narwaria
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]. 165-172 - Ljubisa Stankovic
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]. 155-165
Volume 40, Number 3, May 2023
- Christian Jutten
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]. 3-4 - Athina P. Petropulu
Toward Creating an Inclusive SPS Community [President's Message]. 5-7 - Katerina Zmolíková
Neural Target Speech Extraction: An overview. 8-29 - Meena M. Chandra Shekar, John H. L. Hansen
Historical Audio Search and Preservation: Finding Waldo Within the Fearless Steps Apollo 11 Naturalistic Audio Corpus [Applications Corner]. 30-38 - Per Mattsson
Analysis of the Minimum-Norm Least-Squares Estimator and Its Double-Descent Behavior [Lecture Notes]. 39-75 - Sebastian J. Schlecht
Bounded-Magnitude Discrete Fourier Transform [Tips & Tricks]. 46-49 - David Ernesto Troncoso Romero
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]. 50-58 - David Shiung
Tricks for Cascading Running-Sum Filters With Their Variations for High-Performance Filtering [Tips & Tricks]. 59-63 - Hung-Jen Chen
A Survey of Artificial Intelligence in Fashion. 64-73 - Kristine L. Bell
In Remembrance of Dr. Harry L. Van Trees [In Memoriam]. 74 - Erik Robinson, Christian Jutten
In Memoriam: Enders Anthony Robinson [In Memoriam]. 75
Volume 40, Number 4, June 2023
- Rodrigo Capobianco Guido
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. 3-6 - Christian Jutten
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]. 8-11 - Athina P. Petropulu
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society. 14-22 - Rabab Kreidieh Ward
The Evolution of Women in Signal Processing and Science, Technology, Engineering, and Mathematics. 23-35 - Ana I. Pérez-Neira
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years. 36-45 - John Edwards
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. 46-48 - Selin Aviyente
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. 61-71 - Ivan V. Bajic
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee. 72-79 - Wei Liu
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions. 80-91 - Marius Pesavento
Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective. 92-106 - Emil Björnson
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology. 107-117 - Ahmet M. Elbir
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques. 118-131
Volume 40, Number 5, July 2023
- Christian Jutten
IEEE Signal Processing Society 75th Anniversary During ICASSP 2023: Remembering the past, engaging with the present, and building the future [From the Editor]. 4-11 - Gaël Richard
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years. 12-26 - Xin Li
Superresolution Image Reconstruction: Selective milestones and open problems. 54-66 - Le Wu
Signal Processing for Brain-Computer Interfaces: A review and current perspectives. 80-91 - Stefan Vlaski
Networked Signal and Information Processing: Learning by multiagent systems. 92-105 - Fan Liu
Seventy Years of Radar and Communications: The road from separation to integration. 106-121 - Rodrigo Capobianco Guido
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. 8-11 - Dong Yu
Twenty-Five Years of Evolution in Speech and Language Processing. 27-39 - W. Clem Karl
The Foundations of Computational Imaging: A signal processing perspective. 40-53 - Mauro Barni
Information Forensics and Security: A quarter-century-long journey. 67-79
Volume 40, Number 6, September 2023
- Moisés Soto-Bajo
On the Concept of Frequency in Signal Processing: A Discussion [Perspectives]. 18-25 - Sundeep Prabhakar Chepuri
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing. 41-62 - Athina P. Petropulu
Reflecting on the Successes of ICASSP 2023 [President's Message]. 6-10 - Christian Jutten
SPM Is Your Magazine - You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]. 4-5 - Sebastian Miron
Quaternions in Signal and Image Processing: A comprehensive and objective overview. 26-40 - Shlomo Engelberg
Periodograms and the Method of Averaged Periodograms [Lecture Notes]. 83-91 - Yao Wang
The Discrete Cosine Transform and Its Impact on Visual Compression: Fifty Years From Its Invention [Perspectives]. 14-17 - Rahul Parhi
Deep Learning Meets Sparse Regularization: A signal processing perspective. 63-74 - Ahmed H. Tewfik:
Election of President-Elect, Regional Directors-at-Large, and Members-at-Large [Society News]. 11-25 - Manish Narwaria
System Design [Humor]. 99 - Nir Shlezinger
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]. 75-82 - Davide Salvi
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions]. 92-98
Volume 40, Number 7, November 2023
- Davide Cozzolino
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]. 94-100 - David Shiung
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]. 64-73 - Athina P. Petropulu
Reflections on the Poland Chapter Celebration [President's Message]. 7-10 - Christian Jutten
SPS Members, You Are All Heirs of Fourier! [From the Editor]. 4-6 - Yeonwoo Jeong
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]. 81-88 - Sharon Gannot
Data Science Education: The Signal Processing Perspective [SP Education]. 89-93 - Vincent W. Neo
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions. 18-37 - Luis Albert Zavala-Mondragón
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs. 38-63 - Ruiming Guo, Thierry Blu
Super-Resolving a Frequency Band [Tips & Tricks]. 73-77 - Shlomo Engelberg
Implementing Moving Average Filters Using Recursion [Tips & Tricks]. 78-80 - Patrick Flandrin
Fourier and the Early Days of Sound Analysis [DSP History]. 11-88
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