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ORCIDIEEE Signal Processing Magazine, Volume 41
Volume 41, Number 1, January 2024
- Tülay Adali:
An Exciting Juncture for Signal Processing Research: On Building Bridges, Challenges, and Opportunities [From the Editor]. 3-6 - Min Wu
:
Learning From the Hidden Letters [President's Message]. 7-8 - José M. F. Moura:
Signal Processing at 75: More Dynamic and Pervasive Than Ever [Perspectives]. 22-24 - Ana I. Pérez-Neira:
Going for Sustainable Conferences [Perspectives]. 25-30 - K. J. Ray Liu, Beibei Wang:
Statistical Principles of Time Reversal [Perspectives]. 31-37 - Yihua Zhang, Prashant Khanduri, Ioannis C. Tsaknakis, Yuguang Yao, Mingyi Hong, Sijia Liu:
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning. 38-59 - Gaetano Valenza, Mariano Alcañiz, Vladimir Carli, Gabriela Dudnik, Claudio Gentili, Jaime Guixeres Provinciale, Simone Rossi, Nicola Toschi, Virginie van Wassenhove:
The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]. 60-66 - Branko Ristic, Alessio Benavoli, Sanjeev Arulampalam:
Bayes' Rule Using Imprecise Probabilities [Lecture Notes]. 67-71 - ZhenZhou Wang:
A Tutorial on Single-Shot 3D Surface Imaging Techniques [Lecture Notes]. 71-92 - Sin-Wei Chiu, Keshab K. Parhi:
Long Polynomial Modular Multiplication Using Low-Complexity Number Theoretic Transform [Lecture Notes]. 92-102
Volume 41, Number 2, March 2024
- Tülay Adali:
Today's Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]. 3-5 - Richard J. Radke:
A Signal Processor Teaches Generative Artificial Intelligence [SP Education]. 6-10 - Nektarios A. Valous, Eckhard Hitzer, Salvatore Vitabile, Swanhild Bernstein, Carlile Lavor, Derek Abbott, Maria Elena Luna-Elizarrarás, Wilder Bezerra Lopes:
Hypercomplex Signal and Image Processing: Part 1 [From the Guest Editors]. 11-13 - Alfredo Alcayde, Jorge Ventura Gil, Francisco G. Montoya:
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions [Hypercomplex Signal and Image Processing]. 14-28 - Breno Bahia, Arash JafarGandomi, Mauricio D. Sacchi:
Hypercomplex Processing of Vector Field Seismic Data: Toward vector-valued signal processing [Hypercomplex Signal and Image Processing]. 29-41 - Michel Berthier, Nicoletta Prencipe, Edoardo Provenzi:
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform [Hypercomplex Signal and Image Processing]. 42-50 - Neil D. Dizon, Jeffrey A. Hogan:
Holistic Processing of Color Images Using Novel Quaternion-Valued Wavelets on the Plane: A promising transformative tool [Hypercomplex Signal and Image Processing]. 51-63 - Artyom M. Grigoryan, Sos S. Agaian:
Quaternion-Based Arithmetic in Quantum Information Processing: A promising approach for efficient color quantum imaging [Hypercomplex Signal and Image Processing]. 64-74 - Guillermo Altamirano-Escobedo, Eduardo Bayro-Corrochano:
Geometric Algebra Quantum Convolutional Neural Network: A model using geometric (Clifford) algebras and quantum computing [Hypercomplex Signal and Image Processing]. 75-85 - Wenyuan Wang, Kutluyil Dogançay:
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework [Hypercomplex Signal and Image Processing]. 86-101
Volume 41, Number 3, May 2024
- Tülay Adali:
Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor]. 3-5 - Hanseok Ko, Monson Hayes, John H. L. Hansen:
Meeting the Challenges of a Growing ICASSP: Highlights from ICASSP 2024 [Conference Highlights]. 6-14 - Nektarios A. Valous, Eckhard Hitzer, Salvatore Vitabile, Swanhild Bernstein, Carlile Lavor, Derek Abbott, Maria Elena Luna-Elizarrarás, Wilder Bezerra Lopes:
Hypercomplex Signal and Image Processing: Part 2 [From the Guest Editors]. 18-20 - Roman Jacome, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello:
An Invitation to Hypercomplex Phase Retrieval: Theory and applications [Hypercomplex Signal and Image Processing]. 22-32 - Zhaoyuan Yu, Dongshuang Li, Pei Du, Wen Luo, Kit Ian Kou, Uzair Aslam Bhatti, Werner Benger, Guonian Lv, Linwang Yuan:
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application [Hypercomplex Signal and Image Processing]. 33-48 - Marcos Eduardo Valle:
Understanding Vector-Valued Neural Networks and Their Relationship With Real and Hypercomplex-Valued Neural Networks: Incorporating intercorrelation between features into neural networks [Hypercomplex Signal and Image Processing]. 49-58 - Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini:
Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing]. 59-71 - Clive Cheong Took, Sayed Pouria Talebi, Rosa M. Fernández-Alcalá, Danilo P. Mandic:
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing]. 72-87 - Akira Hirose, Fang Shang, Yuta Otsuka, Ryo Natsuaki, Yuya Matsumoto, Naoto Usami, Yicheng Song, Haotian Chen:
Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing]. 88-100 - Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi:
Deep Hypercomplex Networks for Spatiotemporal Data Processing: Parameter efficiency and superior performance [Hypercomplex Signal and Image Processing]. 101-112
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