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ORCIDIEEE Signal Processing Magazine, Volume 35
Volume 35, Number 1, January 2018
- Fatih Porikli, Shiguang Shan
, Cees Snoek, Rahul Sukthankar, Xiaogang Wang:
Deep Learning for Visual Understanding: Part 2 [From the Guest Editors]. 17-19 - Li Deng:
Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives]. 180-177 - Yu Cheng, Duo Wang, Pan Zhou, Tao Zhang:
Model Compression and Acceleration for Deep Neural Networks: The Principles, Progress, and Challenges. 126-136 - Robert W. Heath Jr.:
Taking the Next Step for IEEE Signal Processing Magazine [From the Editor]. 4-171 - Osvaldo Simeone:
Introducing Information Measures via Inference [Lecture Notes]. 167-171 - Anurag Arnab, Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Måns Larsson, Alexander Kirillov, Bogdan Savchynskyy, Carsten Rother, Fredrik Kahl, Philip H. S. Torr:
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction. 37-52 - Rabab K. Ward:
Collaboration Empowers Innovation [President's Message]. 5-6 - Junwei Han, Dingwen Zhang, Gong Cheng, Nian Liu, Dong Xu:
Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey. 84-100 - Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans. 66-83 - Alice Lucas, Michael Iliadis, Rafael Molina, Aggelos K. Katsaggelos:
Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods. 20-36 - Siqi Nie, Meng Zheng, Qiang Ji:
The Deep Regression Bayesian Network and Its Applications: Probabilistic Deep Learning for Computer Vision. 101-111 - John Edwards:
Signal Processing Powers Next-Generation Prosthetics: Researchers Investigate Techniques That Enable Artificial Limbs to Behave More Like Their Natural Counterparts [Special Reports]. 13-16 - Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong:
Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content. 112-125 - Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath:
Generative Adversarial Networks: An Overview. 53-65 - Deborah Cohen, Shahar Tsiper, Yonina C. Eldar:
Analog-to-Digital Cognitive Radio: Sampling, Detection, and Hardware. 137-166
Volume 35, Number 2, March 2018
- Marcus C. B. Andrade, Milton José Porsani, Bjørn Ursin:
Complex Autoregressive Time-Frequency Analysis: Estimation of Time-Varying Periodic Signal Components. 142-153 - Adelson Santos de Oliveira:
An Approximate Representation of the Fourier Spectra of Irregularly Sampled Multidimensional Functions: A Cost-Effective, Memory-Saving Algorithm. 62-71 - Emad S. Ebbini, Claudio Simon, Dalong Liu:
Real-Time Ultrasound Thermography and Thermometry [Life Sciences]. 166-174 - Dogancan Temel, Ghassan AlRegib:
Traffic Signs in the Wild: Highlights from the IEEE Video and Image Processing Cup 2017 Student Competition [SP Competitions]. 154-161 - Ali Payani, Afshin Abdi, Xin Tian, Faramarz Fekri, Mohamed A. Mohandes:
Advances in Seismic Data Compression via Learning from Data: Compression for Seismic Data Acquisition. 51-61 - Wenyi Hu, Jiefu Chen, Jianguo Liu, Aria Abubakar:
Retrieving Low Wavenumber Information in FWI: An Overview of the Cycle-Skipping Phenomenon and Solutions. 132-141 - Kenji Nose Filho, André K. Takahata, Renato Rocha Lopes, João Marcos Travassos Romano:
Improving Sparse Multichannel Blind Deconvolution with Correlated Seismic Data: Foundations and Further Results. 41-50 - James H. McClellan, Leo Eisner, Entao Liu, Naveed Iqbal, Abdullatif A. Al-Shuhail, Sanlinn I. Kaka:
Array Processing in Microseismic Monitoring: Detection, Enhancement, and Localization of Induced Seismicity. 99-111 - Anna Scaglione:
Cartoon. 175 - Ghassan AlRegib, Sergey Fomel, Renato Rocha Lopes:
Subsurface Exploration: Recent Advances in Geo-Signal Processing, Interpretation, and Learning [From the Guest Editors]. 16-18 - Robert W. Heath Jr.:
Research Gems Found Digging with Industry [From the Editor]. 4-18 - Soumi Chaki, Aurobinda Routray, William K. Mohanty:
Well-Log and Seismic Data Integration for Reservoir Characterization: A Signal Processing and Machine-Learning Perspective. 72-81 - John Edwards:
Signal Processing Supports a New Wave of Audio Research: Spatial and Immersive Audio Mimics Real-World Sound Environments [Special Reports]. 12-15 - Arnaud Jarrot, Andriy Gelman, Julius Kusuma:
Wireless Digital Communication Technologies for Drilling: Communication in the Bits\/s Regime. 112-120 - Ali H. Sayed:
Big Ideas or Big Data? [President's Message]. 5-6 - Hasan Al-Marzouqi:
Digital Rock Physics: Using CT Scans to Compute Rock Properties. 121-131 - Stephen So, Kuldip K. Paliwal:
Reconstruction of a Signal from the Real Part of Its Discrete Fourier Transform [Tips & Tricks]. 162-174 - Eileen R. Martin, Fantine Huot, Yinbin Ma, Robert Cieplicki, Steve Cole, Martin Karrenbach, Biondo L. Biondi:
A Seismic Shift in Scalable Acquisition Demands New Processing: Fiber-Optic Seismic Signal Retrieval in Urban Areas with Unsupervised Learning for Coherent Noise Removal. 31-40 - Marielle Malfante, Mauro Dalla Mura, Jean-Philippe Metaxian, Jérôme I. Mars, Orlando Macedo, L. Adolfo Inza:
Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives. 20-30 - Ghassan AlRegib, Mohamed A. Deriche, Zhiling Long, Haibin Di, Zhen Wang, Yazeed Alaudah, Muhammad Amir Shafiq, Motaz Alfarraj:
Subsurface Structure Analysis Using Computational Interpretation and Learning: A Visual Signal Processing Perspective. 82-98
Volume 35, Number 3, May 2018
- Robert W. Heath Jr.:
Introducing the New Editorial Team of IEEE Signaling Processing Magazine [From the Editor]. 4-5 - Ali H. Sayed:
Galileo, Fourier, and Openness in Science [President's Message]. 6-8 - Anna Scaglione:
Independence [Humor]. 9 - Namrata Vaswani:
Women in Signal Processing Committee Highlights [Society News]. 10 - John Edwards:
The "Light" Side of Signal Processing: Research Teams Work Toward a Signal Processing-Enabled Photonics Future [Special Reports]. 11-14 - Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith:
Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits. 16-39 - Zhijin Qin, Jiancun Fan, Yuanwei Liu, Yue Gao, Geoffrey Ye Li:
Sparse Representation for Wireless Communications: A Compressive Sensing Approach. 40-58 - Beibei Wang, Qinyi Xu, Chen Chen, Feng Zhang, K. J. Ray Liu:
The Promise of Radio Analytics: A Future Paradigm of Wireless Positioning, Tracking, and Sensing. 59-80 - Mahmoud Hassan, Fabrice Wendling:
Electroencephalography Source Connectivity: Aiming for High Resolution of Brain Networks in Time and Space. 81-96 - Milos Cernak, Afsaneh Asaei, Alexandre Hyafil:
Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression. 97-109 - Sithan Kanna, Wilhelm von Rosenberg, Valentin Goverdovsky, Anthony G. Constantinides, Danilo P. Mandic:
Bringing Wearable Sensors into the Classroom: A Participatory Approach [SP Education]. 110-130 - Marcelo G. S. Bruno, Stiven S. Dias:
A Bayesian Interpretation of Distributed Diffusion Filtering Algorithms [Lecture Notes]. 118-123 - Balázs Bank:
Converting Infinite Impulse Response Filters to Parallel Form [Tips & Tricks]. 124-130
Volume 35, Number 4, July 2018
- Robert W. Heath Jr.:
Highlights from the IEEE SPM's Editorial Board Meeting [From the Editor]. 3-4 - Ali H. Sayed:
Intelligent Machines and the Planet of the Apes [President's Message]. 5-7 - Changshui Zhang:
Top Downloads in IEEE Xplore [Reader's Choice]. 8-10 - Namrata Vaswani:
A Feature Article Cluster on Exploiting Structure in Data Analytics: Low-Rank and Sparse Structures [From the Guest Editor]. 12-13 - Yudong Chen, Yuejie Chi:
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation: Recent Theory and Fast Algorithms via Convex and Nonconvex Optimization. 14-31 - Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy:
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery. 32-55 - Piya Pal:
Correlation Awareness in Low-Rank Models: Sampling, Algorithms, and Fundamental Limits. 56-71 - Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad:
Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks. 72-89 - Wayes Tushar, Chau Yuen, Hamed Mohsenian Rad, Tapan Kumar Saha, H. Vincent Poor, Kristin L. Wood:
Transforming Energy Networks via Peer-to-Peer Energy Trading: The Potential of Game-Theoretic Approaches. 90-111 - Maria S. Greco, Fulvio Gini, Pietro Stinco, Kristine L. Bell:
Cognitive Radars: On the Road to Reality: Progress Thus Far and Possibilities for the Future. 112-125 - Behnam Shahrrava:
Closed-Form Impulse Responses of Linear Time-Invariant Systems: A Unifying Approach [Lecture Notes]. 126-132 - Rui Zhu, Fei Zhou, Wenming Yang, Jing-Hao Xue:
On Hypothesis Testing for Comparing Image Quality Assessment Metrics [Tips & Tricks]. 133-136 - Anna Scaglione, Rashka Ramakrishna:
Extreme Whitening [Humor]. 139 - Pavel Loskot:
Automation Is Coming to Research [In the Spotlight]. 140-138
Volume 35, Number 5, September 2018
- Robert W. Heath Jr.:
GlobalSIP and Beyond [From the Editor]. 3-15 - Ali H. Sayed:
Science Is Blind [President's Message]. 4-6 - John Edwards:
Signal Processing Opens the Internet of Things to a New World of Possibilities: Research Leads to New Internet of Things Technologies and Applications [Special Reports]. 9-12 - Chenren Xu, Yan Lindsay Sun, Konstantinos N. Plataniotis, Nic Lane:
Signal Processing and the Internet of Things [From the Guest Editors]. 13-15 - Chenren Xu, Lei Yang, Pengyu Zhang:
Practical Backscatter Communication Systems for Battery-Free Internet of Things: A Tutorial and Survey of Recent Research. 16-27 - Aggelos Bletsas, Panos N. Alevizos, Georgios Vougioukas:
The Art of Signal Processing in Backscatter Radio for μW (or Less) Internet of Things: Intelligent Signal Processing and Backscatter Radio Enabling Batteryless Connectivity. 28-40 - Liang Xiao, Xiaoyue Wan, Xiaozhen Lu, Yanyong Zhang, Di Wu:
IoT Security Techniques Based on Machine Learning: How Do IoT Devices Use AI to Enhance Security? 41-49 - Jiangfan Zhang, Rick S. Blum, H. Vincent Poor:
Approaches to Secure Inference in the Internet of Things: Performance Bounds, Algorithms, and Effective Attacks on IoT Sensor Networks. 50-63 - Yuan Chen, Soummya Kar, José M. F. Moura:
The Internet of Things: Secure Distributed Inference. 64-75 - Lu Zhou, Kuo-Hui Yeh, Gerhard P. Hancke, Zhe Liu, Chunhua Su:
Security and Privacy for the Industrial Internet of Things: An Overview of Approaches to Safeguarding Endpoints. 76-87 - Liang Liu, Erik G. Larsson, Wei Yu, Petar Popovski, Cedomir Stefanovic, Elisabeth de Carvalho:
Sparse Signal Processing for Grant-Free Massive Connectivity: A Future Paradigm for Random Access Protocols in the Internet of Things. 88-99 - Wayes Tushar, Nipun Wijerathne, Wen-Tai Li, Chau Yuen, H. Vincent Poor, Tapan Kumar Saha, Kristin L. Wood:
Internet of Things for Green Building Management: Disruptive Innovations Through Low-Cost Sensor Technology and Artificial Intelligence. 100-110 - Viswam Nathan, Sudip Paul, Temiloluwa Prioleau, Li Niu, Bobak Jack Mortazavi, Stephen A. Cambone, Ashok Veeraraghavan, Ashutosh Sabharwal, Roozbeh Jafari:
A Survey on Smart Homes for Aging in Place: Toward Solutions to the Specific Needs of the Elderly. 111-119 - Yuan He, Junchen Guo, Xiaolong Zheng:
From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for Industrial Internet of Things. 120-129 - Eva Arias-de-Reyna, Pau Closas, Davide Dardari, Petar M. Djuric:
Crowd-Based Learning of Spatial Fields for the Internet of Things: From Harvesting of Data to Inference. 130-139 - Petros Spachos, Ioannis Papapanagiotou, Konstantinos N. Plataniotis:
Microlocation for Smart Buildings in the Era of the Internet of Things: A Survey of Technologies, Techniques, and Approaches. 140-152 - Moe Z. Win, Florian Meyer, Zhenyu Liu, Wenhan Dai, Stefania Bartoletti, Andrea Conti:
Efficient Multisensor Localization for the Internet of Things: Exploring a New Class of Scalable Localization Algorithms. 153-167 - Matthew C. Stamm, Paolo Bestagini, Lucio Marcenaro, Patrizio Campisi:
Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions]. 168-174 - Pragnan Chakravorty:
What Is a Signal? [Lecture Notes]. 175-177 - Yuejie Chi:
Low-Rank Matrix Completion [Lecture Notes]. 178-181 - Martin Haardt, Christoph F. Mecklenbräuker, Peter Willett:
Highlights from the Sensor Array and Multichannel Technical Committee: Spotlight on the IEEE Signal Processing Society Technical Committees [In the Spotlight]. 183-185 - Robert W. Heath Jr., Nuria González Prelcic:
Convoluted [Humor]. 186 - Wei Yu, Joakim Jaldén:
Perspectives in Signal Processing for Communications and Networking: Spotlight on the IEEE Signal Processing Society Technical Committees [In the Spotlight]. 188-183
Volume 35, Number 6, November 2018
- Robert W. Heath Jr.:
Making Papers, Code, and Data Accessible [From the Editor]. 3-4 - Ali H. Sayed:
Twinkle, Twinkle, Little Star [President's Message]. 5-7 - John Edwards:
Something to Talk About: Signal Processing in Speech and Audiology Research: Promising Investigations Explore New Opportunities in Human Communication [Special Reports]. 8-12 - John Edwards:
Signal Processing Leads to New Clinical Medicine Approaches: Innovative Methods Promise Improved Patient Diagnoses and Treatments [Special Reports]. 12-15 - Jie Ding, Vahid Tarokh, Yuhong Yang:
Model Selection Techniques: An Overview. 16-34 - Deborah Cohen, Yonina C. Eldar:
Sub-Nyquist Radar Systems: Temporal, Spectral, and Spatial Compression. 35-58 - Giulio Giaconi, Deniz Gündüz, H. Vincent Poor:
Privacy-Aware Smart Metering: Progress and Challenges. 59-78 - Rafael C. González:
Deep Convolutional Neural Networks [Lecture Notes]. 79-87 - Zafar Rafii:
Sliding Discrete Fourier Transform with Kernel Windowing [Lecture Notes]. 88-92 - Alexander Bertrand:
Utility Metrics for Assessment and Subset Selection of Input Variables for Linear Estimation [Tips & Tricks]. 93-99 - Zsolt Kollár, Ferenc Plesznik, Simon Trumpf:
Observer-Based Recursive Sliding Discrete Fourier Transform [Tips & Tricks]. 100-106 - Michiel Bacchiani, Eric Fosler-Lussier:
An Overview of the IEEE SPS Speech and Language Technical Committee [In the Spotlight]. 125-126 - Erik Meijering, Arrate Muñoz-Barrutia:
Spotlight on Bioimaging and Signal Processing [In the Spotlight]. 128-125 - Nuria González Prelcic, Robert W. Heath Jr.:
Conference Planning for Professors [Humor]. 127
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