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ORCIDIEEE 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, Saiprasad Ravishankar, Zhizhen Zhao, Raja Giryes, Jong Chul Ye:
Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor]. 28-30 - Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu:
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling. 32-44 - Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-An Pham, Sylvain Gigan, Michael Unser:
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. 45-57 - Jian Zhang, Bin Chen, Ruiqin Xiong, Yongbing Zhang:
Physics-Inspired Compressive Sensing: Beyond deep unrolling. 58-72 - Weisheng Dong, Jinjian Wu, Leida Li, Guangming Shi, Xin Li:
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation. 73-84 - Ulugbek S. Kamilov, Charles A. Bouman, Gregery T. Buzzard, Brendt Wohlberg:
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications. 85-97 - Kerstin Hammernik, Thomas Küstner, Burhaneddin Yaman, Zhengnan Huang, Daniel Rueckert, Florian Knoll, Mehmet Akçakaya:
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging. 98-114 - Youzuo Lin, James Theiler, Brendt Wohlberg:
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion. 115-133 - Dongdong Chen, Mike E. Davies, Matthias J. Ehrhardt, Carola-Bibiane Schönlieb, Ferdia Sherry, Julián Tachella:
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning. 134-147 - Zhizhen Zhao, Jong Chul Ye, Yoram Bresler:
Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications. 148-163 - Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb:
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, Saiprasad Ravishankar, Zhizhen Zhao, Raja Giryes, Jong Chul Ye:
Physics-Driven Machine Learning for Computational Imaging: Part 2 [From the Guest Editors]. 13-15 - Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar:
Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methods. 18-31 - Weng-Tai Su, Yi-Chun Hung, Po-Jen Yu, Chia-Wen Lin, Shang-Hua Yang:
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques. 32-45 - Samuel Pinilla, Kumar Vijay Mishra, Igor Shevkunov, Mojtaba Soltanalian, Vladimir Katkovnik, Karen O. Egiazarian:
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers. 46-60 - Jie Chen, Min Zhao, Xiuheng Wang, Cédric Richard, Susanto Rahardja:
Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods. 61-74 - Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath, Udith Haputhanthri, Balpreet Singh Ahluwalia, Peter T. C. So, Dushan N. Wadduwage, Chamira U. S. Edussooriya:
Deep Optical Coding Design in Computational Imaging: A data-driven framework. 75-88 - Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang:
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey. 89-100 - Fan Lam, Xi Peng, Zhi-Pei Liang:
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, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu:
Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence. 129-140 - Joseph Shenouda, Waheed U. Bajwa:
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, Danilo P. Mandic:
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, Marc Delcroix, Tsubasa Ochiai, Keisuke Kinoshita, Jan Cernocký, Dong Yu:
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, Dave Zachariah, Petre Stoica:
Analysis of the Minimum-Norm Least-Squares Estimator and Its Double-Descent Behavior [Lecture Notes]. 39-75 - Sebastian J. Schlecht, Vesa Välimäki, Emanuël A. P. Habets:
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, Jeng-Ji Huang:
Tricks for Cascading Running-Sum Filters With Their Variations for High-Performance Filtering [Tips & Tricks]. 59-63 - Hung-Jen Chen, Hong-Han Shuai, Wen-Huang Cheng:
A Survey of Artificial Intelligence in Fashion. 64-73 - Kristine L. Bell, Zhi Tian, Christian Jutten:
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, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu:
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. 3-6 - Christian Jutten, Athina P. Petropulu:
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]. 8-11 - Athina P. Petropulu, José M. F. Moura, Rabab Kreidieh Ward, Theresa Argiropoulos:
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, Fernando Pereira, Carlo S. Regazzoni, Caroline Johnson:
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, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser:
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. 61-71 - Ivan V. Bajic, Marta Mrak, Frédéric Dufaux, Enrico Magli, Tsuhan Chen:
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee. 72-79 - Wei Liu, Martin Haardt, Maria S. Greco, Christoph F. Mecklenbräuker, Peter Willett:
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions. 80-91 - Marius Pesavento, Minh Trinh-Hoang, Mats Viberg:
Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective. 92-106 - Emil Björnson, Yonina C. Eldar, Erik G. Larsson, Angel Lozano, H. Vincent Poor:
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology. 107-117 - Ahmet M. Elbir, Kumar Vijay Mishra, Sergiy A. Vorobyov, Robert W. Heath Jr.:
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, Athina P. Petropulu:
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, Paris Smaragdis, Sharon Gannot, Patrick A. Naylor, Shoji Makino, Walter Kellermann, Akihiko Sugiyama:
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years. 12-26 - Xin Li, Weisheng Dong, Jinjian Wu, Leida Li, Guangming Shi:
Superresolution Image Reconstruction: Selective milestones and open problems. 54-66 - Le Wu, Aiping Liu, Rabab K. Ward, Z. Jane Wang, Xun Chen:
Signal Processing for Brain-Computer Interfaces: A review and current perspectives. 80-91 - Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura:
Networked Signal and Information Processing: Learning by multiagent systems. 92-105 - Fan Liu, Le Zheng, Yuanhao Cui, Christos Masouros, Athina P. Petropulu, Hugh D. Griffiths, Yonina C. Eldar:
Seventy Years of Radar and Communications: The road from separation to integration. 106-121 - Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu:
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. 8-11 - Dong Yu, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed:
Twenty-Five Years of Evolution in Speech and Language Processing. 27-39 - W. Clem Karl, James E. Fowler, Charles A. Bouman, Müjdat Çetin, Brendt Wohlberg, Jong Chul Ye:
The Foundations of Computational Imaging: A signal processing perspective. 40-53 - Mauro Barni, Patrizio Campisi, Edward J. Delp, Gwenaël J. Doërr, Jessica J. Fridrich, Nasir D. Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu:
Information Forensics and Security: A quarter-century-long journey. 67-79
Volume 40, Number 6, September 2023
- Moisés Soto-Bajo, Andrés Fraguela Collar, Javier Herrera-Vega:
On the Concept of Frequency in Signal Processing: A Discussion [Perspectives]. 18-25 - Sundeep Prabhakar Chepuri, Nir Shlezinger, Fan Liu, George C. Alexandropoulos, Stefano Buzzi, Yonina C. Eldar:
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, Julien Flamant, Nicolas Le Bihan, Pierre Chainais, David Brie:
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, Debargha Mukherjee:
The Discrete Cosine Transform and Its Impact on Visual Compression: Fifty Years From Its Invention [Perspectives]. 14-17 - Rahul Parhi, Robert D. Nowak:
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, Tirza Routtenberg:
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]. 75-82 - Davide Salvi, Clara Borrelli, Paolo Bestagini, Fabio Antonacci, Matthew C. Stamm, Lucio Marcenaro, Angshul Majumdar:
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, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva:
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]. 94-100 - David Shiung, Jeng-Ji Huang, Ya-Yin Yang:
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, Behnam Tayebi, Jae-Ho Han:
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]. 81-88 - Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels:
Data Science Education: The Signal Processing Perspective [SP Education]. 89-93 - Vincent W. Neo, Soydan Redif, John G. McWhirter, Jennifer Pestana, Ian K. Proudler, Stephan Weiss, Patrick A. Naylor:
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions. 18-37 - Luis Albert Zavala-Mondragón, Peter H. N. de With, Fons van der Sommen:
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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