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Incipit [President’s Message] 主席致辞
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI: 10.1109/MSP.2024.3454940
Kostas Plataniotis
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引用次数: 0
SP Media SP 媒体
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI: 10.1109/MSP.2024.3464908
{"title":"SP Media","authors":"","doi":"10.1109/MSP.2024.3464908","DOIUrl":"https://doi.org/10.1109/MSP.2024.3464908","url":null,"abstract":"","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 4","pages":"4-4"},"PeriodicalIF":9.4,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10714507","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142408927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Calendar [Dates Ahead] 日历 [日期在前]
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI: 10.1109/MSP.2024.3455968
{"title":"Calendar [Dates Ahead]","authors":"","doi":"10.1109/MSP.2024.3455968","DOIUrl":"https://doi.org/10.1109/MSP.2024.3455968","url":null,"abstract":"","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 4","pages":"107-107"},"PeriodicalIF":9.4,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10714502","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142409051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology 通过数据科学和神经技术加速大脑发现特刊
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI: 10.1109/MSP.2024.3448099
{"title":"Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology","authors":"","doi":"10.1109/MSP.2024.3448099","DOIUrl":"https://doi.org/10.1109/MSP.2024.3448099","url":null,"abstract":"","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 4","pages":"7-7"},"PeriodicalIF":9.4,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10714508","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142409052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficient Deconvolution With the Discrete Fourier Transform 利用离散傅里叶变换进行高效解卷积
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI: 10.1109/MSP.2024.3440568
Alan V. Oppenheim;Ronald W. Schafer;James Ward
{"title":"Efficient Deconvolution With the Discrete Fourier Transform","authors":"Alan V. Oppenheim;Ronald W. Schafer;James Ward","doi":"10.1109/MSP.2024.3440568","DOIUrl":"https://doi.org/10.1109/MSP.2024.3440568","url":null,"abstract":"","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 4","pages":"76-83"},"PeriodicalIF":9.4,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10714910","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142408849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration 如何利用具有时态整合功能的简单多层感知器设计廉价音乐检测系统
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI: 10.1109/MSP.2024.3424578
Zafar Rafii;Erling Wold;Richard Boulderstone
{"title":"How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration","authors":"Zafar Rafii;Erling Wold;Richard Boulderstone","doi":"10.1109/MSP.2024.3424578","DOIUrl":"https://doi.org/10.1109/MSP.2024.3424578","url":null,"abstract":"We show how to design a cheap system for detecting when music is present in audio recordings. We make use of a small neural network consisting of a simple multilayer perceptron (MLP) along with compact features derived from the mel spectrogram by means of temporal integration.","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 4","pages":"83-88"},"PeriodicalIF":9.4,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142408851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Join SPS 加入 SPS
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-08-20 DOI: 10.1109/MSP.2024.3439894
{"title":"Join SPS","authors":"","doi":"10.1109/MSP.2024.3439894","DOIUrl":"https://doi.org/10.1109/MSP.2024.3439894","url":null,"abstract":"","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 3","pages":"C3-C3"},"PeriodicalIF":9.4,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10640338","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Invitation to Hypercomplex Phase Retrieval: Theory and applications [Hypercomplex Signal and Image Processing] 超复杂相位检索邀请函：理论与应用 [超复杂信号与图像处理］
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-08-20 DOI: 10.1109/MSP.2024.3394153
Roman Jacome;Kumar Vijay Mishra;Brian M. Sadler;Henry Arguello
{"title":"An Invitation to Hypercomplex Phase Retrieval: Theory and applications [Hypercomplex Signal and Image Processing]","authors":"Roman Jacome;Kumar Vijay Mishra;Brian M. Sadler;Henry Arguello","doi":"10.1109/MSP.2024.3394153","DOIUrl":"https://doi.org/10.1109/MSP.2024.3394153","url":null,"abstract":"Hypercomplex signal processing (HSP) provides state-of-the-art tools to handle multidimensional signals by harnessing the intrinsic correlation of the signal dimensions through Clifford algebra. Recently, the hypercomplex representation of the phase retrieval (PR) problem, wherein a complex-valued signal is estimated through its intensity-only projections, has attracted significant interest. The hypercomplex PR (HPR) arises in many optical imaging and computational sensing applications that usually comprise quaternion- and octonion-valued signals. Analogous to the traditional PR, measurements in HPR may involve complex, hypercomplex, Fourier, and other sensing matrices. This set of problems opens opportunities for developing novel HSP tools and algorithms. This article provides a synopsis of the emerging areas and applications of HPR with a focus on optical imaging.","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 3","pages":"22-32"},"PeriodicalIF":9.4,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing] 四元数随机变量的增强统计：四元数学习机的关键 [超复杂信号与图像处理］
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-08-20 DOI: 10.1109/MSP.2024.3384178
Clive Cheong Took;Sayed Pouria Talebi;Rosa Maria Fernandez Alcala;Danilo P. Mandic
{"title":"Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing]","authors":"Clive Cheong Took;Sayed Pouria Talebi;Rosa Maria Fernandez Alcala;Danilo P. Mandic","doi":"10.1109/MSP.2024.3384178","DOIUrl":"https://doi.org/10.1109/MSP.2024.3384178","url":null,"abstract":"Learning machines for vector sensor data are naturally developed in the quaternion domain and are underpinned by quaternion statistics. To this end, we revisit the “augmented” representation basis for discrete quaternion random variables (RVs) \u0000<inline-formula><tex-math>${bf{q}}^{a}[n]$</tex-math></inline-formula>\u0000, i.e., \u0000<inline-formula><tex-math>${[}{bf{q}}{[}{n}{]};{bf{q}}^{imath}{[}{n}{]};{bf{q}}^{jmath}{[}{n}{]}{bf{q}}^{kappa}{[}{n}{]]}$</tex-math></inline-formula>\u0000, and demonstrate its pivotal role in the treatment of the generality of quaternion RVs. This is achieved by a rigorous consideration of the augmented quaternion RV and by involving the additional second-order statistics, besides the traditional covariance \u0000<inline-formula><tex-math>$E{{bf{q}}mathbf{[}{n}mathbf{]}{bf{q}}^{{*}}mathbf{[}{n}mathbf{]}}$</tex-math></inline-formula>\u0000 \u0000<xref>[1]</xref>\u0000. To illuminate the usefulness of quaternions, we consider their most well-known application—3D orientation—and offer an account of augmented statistics for purely imaginary (pure) quaternions. The quaternion statistics presented here can be exploited in the analysis of existing and the development of novel statistical machine learning methods, hence acting as a lynchpin for quaternion learning machines.","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 3","pages":"72-87"},"PeriodicalIF":9.4,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor] 通过噪声梯度和自组织实现志愿力量：如何修剪？[编辑的话］
IF 9.4 1区 工程技术
IEEE Signal Processing Magazine Pub Date : 2024-08-20 DOI: 10.1109/MSP.2024.3429689
Tülay Adali
{"title":"Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor]","authors":"Tülay Adali","doi":"10.1109/MSP.2024.3429689","DOIUrl":"https://doi.org/10.1109/MSP.2024.3429689","url":null,"abstract":"In the first issue of 2024, we introduced the new lead editorial team of \u0000<italic>IEEE Signal Processing Magazine</i>\u0000 (\u0000<italic>SPM</i>\u0000), composed of our four area editors. Their terms started with mine this January, and they oversee the Society e-newsletter and the three main components of our magazine: feature articles, special issues, and columns and forum articles. As a team, we have undertaken a complete revision of the specifications for all article types and the information we provide our authors. We also revised the templates for all article types along with proposals and white papers, and all are included within the IEEE Author Center’s template selector \u0000<xref>[1]</xref>\u0000.","PeriodicalId":13246,"journal":{"name":"IEEE Signal Processing Magazine","volume":"41 3","pages":"3-5"},"PeriodicalIF":9.4,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10640316","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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