Journal: IEEE Signal Process. Mag.

Volume 34, Issue 6

4 -- 7Min Wu. Signals and Signal Processing: The Invisibles and the Everlastings [From the Editor]
5 -- 7Rabab Ward. Signal Processing Is More than Its Beloved Name [President's Message]
8 -- 23Yonina C. Eldar, Alfred O. Hero III, Li Deng, Jeffrey A. Fessler, Jelena Kovacevic, H. Vincent Poor, Steve Young. Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]
14 -- 25Andres Kwasinski, Min Wu 0001. What Is the Future of Signal Processing?: Views Across Our Community [Community Voices]
17 -- 20John Edwards. Medical Optical Imaging: Signal Processing Leads to New Methods of Detecting Life-Threatening Situations [Special Reports]
21 -- 23Chungshui Zhang. Top Downloads in IEEE Xplore [Reader's Choice]
24 -- 25Fatih Porikli, Shiguang Shan, Cees Snoek, Rahul Sukthankar, Xiaogang Wang. Deep Learning for Visual Understanding [From the Guest Editors]
26 -- 38Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil Anthony Bharath. Deep Reinforcement Learning: A Brief Survey
39 -- 49Seunghoon Hong, Suha Kwak, Bohyung Han. Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human Supervision
50 -- 62Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard. The Robustness of Deep Networks: A Geometrical Perspective
63 -- 75Damien Teney, Qi Wu, Anton van den Hengel. Visual Question Answering: A Tutorial
76 -- 84Jiwen Lu, Junlin Hu, Jie Zhou. Deep Metric Learning for Visual Understanding: An Overview of Recent Advances
85 -- 95Michael T. McCann, Kyong Hwan Jin, Michael Unser. Convolutional Neural Networks for Inverse Problems in Imaging: A Review
96 -- 108Dhanesh Ramachandram, Graham W. Taylor. Deep Multimodal Learning: A Survey on Recent Advances and Trends
109 -- 116Xiaodong He, Li Deng. Deep Learning for Image-to-Text Generation: A Technical Overview
117 -- 129Hemanth Venkateswara, Shayok Chakraborty, Sethuraman Panchanathan. Deep-Learning Systems for Domain Adaptation in Computer Vision: Learning Transferable Feature Representations
130 -- 141Jongyoo Kim, Hui Zeng, Deepti Ghadiyaram, Sanghoon Lee, Lei Zhang, Alan C. Bovik. Deep Convolutional Neural Models for Picture-Quality Prediction: Challenges and Solutions to Data-Driven Image Quality Assessment
142 -- 157Stefano Fortunati, Fulvio Gini, Maria S. Greco, Christ D. Richmond. Performance Bounds for Parameter Estimation under Misspecified Models: Fundamental Findings and Applications
158 -- 163Soo-Chang Pei, Kuo-Wei Chang. The Mystery Curve: A Signal Processing Point of View [Lecture Notes]
164 -- 169Vicente Torres, Javier Valls, Richard Lyons. Fast- and Low-Complexity atan2(a, b) Approximation [Tips and Tricks]
176 -- 173Xiao-Ping Steven Zhang. To the Victor Go the Spoils: AI in Financial Markets [Perspectives]

Volume 34, Issue 5

3 -- 4Min Wu. Cameras, Music, and Synergy in Signal Processing [From the Editor]
5 -- 11Rabab Ward. Careers in Signal Processing: A Diverse Field Impacting the Future [President's Message]
8 -- 11John Edwards. Building the Foundation for "Generation Robot": Signal Processing is Helping to Make Robots a Part of Everyday Life [Special Reports]
12 -- 15Pau Closas, Marco Luise, Jose-Angel Avila-Rodriguez, Christopher Hegarty, Jiyun Lee. Advances in Signal Processing for GNSSs [From the Guest Editors]
16 -- 26Zheng Yao, MingQuan Lu. Signal Multiplexing Techniques for GNSS: The Principle, Progress, and Challenges Within a Uniform Framework
27 -- 37Davide Margaria, Beatrice Motella, Marco Anghileri, Jean-Jacques Floch, Ignacio Fernandez-Hernandez, Matteo Paonni. Signal Structure-Based Authentication for Civil GNSSs: Recent Solutions and Perspectives
38 -- 52Elena Simona Lohan, Diego Alonso de Diego, José A. Lopez-Salcedo, Gonzalo Seco-Granados, Pedro Boto, Pedro Fernandes. Unambiguous Techniques Modernized GNSS Signals: Surveying the solutions
53 -- 58Sana Ullah Qaisar, Craig R. Benson. Processing Cost of Doppler Search in GNSS Signal Acquisition: Measuring Doppler shift in navigation satellite signals
59 -- 71Seung-Hyun Kong. High Sensitivity and Fast Acquisition Signal Processing Techniques for GNSS Receivers: From fundamentals to state-of-the-art GNSS acquisition technologies
72 -- 84Pau Closas, Adria Gusi Amigo. Direct Position Estimation of GNSS Receivers: Analyzing main results, architectures, enhancements, and challenges
85 -- 95Moeness G. Amin, Daniele Borio, Yimin D. Zhang, Lorenzo Galleani. Time-Frequency Analysis for GNSSs: From interference mitigation to system monitoring
96 -- 110Jiyun Lee, Y. T. Jade Morton, Jin-Sil Lee, Hee-Seung Moon, Jiwon Seo. Monitoring and Mitigation of Ionospheric Anomalies for GNSS-Based Safety Critical Systems: A review of up-to-date signal processing techniques
111 -- 124Zaher M. Kassas, Joe Khalife, Kimia Shamaei, Joshua Morales. I Hear, Therefore I Know Where I Am: Compensating for GNSS Limitations with Cellular Signals
125 -- 140Dimitrios Lymberopoulos, Jie Liu. The Microsoft Indoor Localization Competition: Experiences and Lessons Learned
141 -- 164S. m. Zafaruddin, Itsik Bergel, Amir Leshem. Signal Processing for Gigabit-Rate Wireline Communications: An Overview of the State of the Art and Research Challenges
165 -- 172Alessandro Artusi, Thomas Richter, Touradj Ebrahimi, Rafal K. Mantiuk. High Dynamic Range Imaging Technology [Lecture Notes]
172 -- 179Lei Zhang 0006, Wangmeng Zuo. Image Restoration: From Sparse and Low-Rank Priors to Deep Priors [Lecture Notes]
180 -- 183Peter Apostolov, Borislav Yurukov, Alexey K. Stefanov. An Easy and Efficient Method for Synthesizing Two-Dimensional Finite Impulse Response Filters with Improved Selectivity [Tips & Tricks]
183 -- 188Logan L. Grado, Matthew D. Johnson, Theoden I. Netoff. The Sliding Windowed Infinite Fourier Transform [Tips & Tricks]
196 -- 195Daniel Bone, Chi-Chun Lee, Theodora Chaspari, James Gibson, Shrikanth Narayanan. Signal Processing and Machine Learning for Mental Health Research and Clinical Applications [Perspectives]

Volume 34, Issue 4

0 -- 0Min Wu 0001. Innovations Powered by Signal Processing [From the Editor]
4 -- 5Rabab Ward. Mind the (Gender) Gap [President's Message]
6 -- 7Chungshui Zhang. Top Downloads in IEEE Xplore [Reader's Choice]
10 -- 12Andres Kwasinski, Min Wu 0001. What Do You Consider a "Successful" Career? : Perspectives from signal processing-trained professionals [Community Voices]
14 -- 17John Edwards. Innovative Sensors Promise Longer and Healthier Lives: Signal processing leads to devices that provide faster and more insightful monitoring and diagnoses [Special Reports]
18 -- 42Michael M. Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, Pierre Vandergheynst. Geometric Deep Learning: Going beyond Euclidean data
43 -- 59Soheil Kolouri, Se Rim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde. Optimal Mass Transport: Signal processing and machine-learning applications
60 -- 79Mónica F. Bugallo, Victor Elvira, Luca Martino, David Luengo, Joaquín Míguez, Petar M. Djuric. Adaptive Importance Sampling: The past, the present, and the future
80 -- 106Yubin Deng, Chen Change Loy, Xiaoou Tang. Image Aesthetic Assessment: An experimental survey
107 -- 129Zixing Zhang, Nicholas Cummins, Björn W. Schuller. Advanced Data Exploitation in Speech Analysis: An overview
130 -- 142John H. L. Hansen, Carlos Busso, Yang Zheng, Amardeep Sathyanarayana. Driver Modeling for Detection and Assessment of Driver Distraction: Examples from the UTDrive Test Bed
143 -- 170Craig T. Jin, Matthew E. P. Davies, Patrizio Campisi. Embedded Systems Feel the Beat in New Orleans: Highlights from the IEEE Signal Processing Cup 2017 Student Competition [SP Competitions]
151 -- 158Gianni Pasolini, Alessandro Bazzi, Flavio Zabini. A Raspberry Pi-Based Platform for Signal Processing Education [SP Education]
158 -- 170Waheed U. Bajwa. On "Flipping" a Large Signal Processing Class [SP Education]
171 -- 176Heinrich Edgar Arnold Laue. Demystifying Compressive Sensing [Lecture Notes]
176 -- 182Ljubisa A. Stankovic, Milos Dakovic, Ervin Sejdic. Vertex-Frequency Analysis: A Way to Localize Graph Spectral Components [Lecture Notes]
183 -- 187Richard Lyons. Digital Envelope Detection: The Good, the Bad, and the Ugly [Tips and Tricks]
188 -- 191Magdy Bayoumi. It was Really Lagniappe!: Highlights from ICASSP 2017 in New Orleans [Conference Highlights]
196 -- 194Nasir D. Memon. How Biometric Authentication Poses New Challenges to Our Security and Privacy [In the Spotlight]

Volume 34, Issue 3

3 -- 13Min Wu. Content Ecosystem: Serving Diverse Interests in Our Community [From the Editor]
4 -- 5Rabab Ward. Diversity Through Adversity [President's Message]
6 -- 7Chungshui Zhang. Top Downloads in IEEE Xplore [Reader's Choice]
10 -- 13John Edwards. New Directions in Navigation and Positioning: Signal processing-enabled technologies pinpoint people, places, and things [Special Reports]
14 -- 35Xiao-Ping Steven Zhang, Fang Wang. Signal Processing for Finance, Economics, and Marketing: Concepts, framework, and big data applications
36 -- 54Hüseyin Hacihabiboglu, Enzo De Sena, Zoran Cvetkovic, James D. Johnston, Julius O. Smith III. Perceptual Spatial Audio Recording, Simulation, and Rendering: An overview of spatial-audio techniques based on psychoacoustics
55 -- 68Zhiwei Xiong, Yueyi Zhang, Feng Wu, Wenjun Zeng. Computational Depth Sensing : Toward high-performance commodity depth cameras
69 -- 100Mónica F. Bugallo, Angela M. Kelly. Engineering Outreach: Yesterday, Today, and Tomorrow [SP Education]
81 -- 89C. C. Jay Kuo. The CNN as a Guided Multilayer RECOS Transform [Lecture Notes]
89 -- 100Rodrigo Capobianco Guido. Effectively Interpreting Discrete Wavelet Transformed Signals [Lecture Notes]
94 -- 100Jorgen Jensen, Carlos Armando Villagomez Hoyos, Simon Holbek, Kristoffer Lindskov Hansen. Velocity Estimation in Medical Ultrasound [Life Sciences]
101 -- 106Lifan Zhao, Xiumei Li, Lu Wang, Guoan Bi. Autocalibrated Sampling Rate Conversion in the Frequency Domain [Tips & Tricks]
112 -- 108Kush R. Varshney. Signal Processing for Social Good [In the Spotlight]

Volume 34, Issue 2

3 -- 4Min Wu. A Conversation About Signal Processing at Elementary School [From the Editor]
5 -- 6Rabab Ward. Introducing the IEEE Signal Processing Society Executive Committee [President's Message]
12 -- 122Chungshui Zhang. Top Downloads in IEEE Xplore [Reader's Choice]
14 -- 17John Edwards. Stepping Up Security with Signal Processing: Innovative tools and approaches address threats on multiple fronts [Special Reports]
18 -- 21John H. L. Hansen, Kazuya Takeda, Sanjeev M. Naik, Mohan M. Trivedi, Gerhard Uwe Schmidt, Yingying Jennifer Chen, Wade Trappe. Signal Processing for Smart Vehicle Technologies: Part 2 [From the Guest Editors]
22 -- 35Sujeet Patole, Murat Torlak, Dan Wang, Murtaza Ali. Automotive Radars: A review of signal processing techniques
36 -- 46Florian Engels, Philipp Heidenreich, Abdelhak M. Zoubir, Friedrich K. Jondral, Markus Wintermantel. Advances in Automotive Radar: A framework on computationally efficient high-resolution frequency estimation
47 -- 59Stefan Schwarz, Tal Philosof, Markus Rupp. Signal Processing Challenges in Cellular-Assisted Vehicular Communications: Efforts and developments within 3GPP LTE and beyond
60 -- 69Rickard Karlsson, Fredrik Gustafsson. The Future of Automotive Localization Algorithms: Available, reliable, and scalable localization: Anywhere and anytime
70 -- 81Zhijian James Wu, Sanjeev M. Naik. DSP Applications in Engine Control and Onboard Diagnostics: Enabling greener automobiles
82 -- 94Bashar I. Ahmad, James K. Murphy, Simon J. Godsill, Patrick M. Langdon, Robert Hardy. Intelligent Interactive Displays in Vehicles with Intent Prediction: A Bayesian framework
95 -- 113Ahmed Badr, Ashish Khisti, Wai-tian Tan, John Apolstolopoulos. Perfecting Protection for Interactive Multimedia: A survey of forward errror correction for low-delay interactive applications
114 -- 119Konstantinos P. Michmizos, Blerta Lindqvist, Stephen Wong, Eric L. Hargreaves, Konstantinos Psychas, Georgios D. Mitsis, Shabbar F. Danish, Konstantina S. Nikita. Computational Neuromodulation: Future Challenges for Deep Brain Stimulation [Life Sciences]
124 -- 122Wade Trappe. No Need for Speed : More Signal Processing Innovation Is Required Before Adopting Automated Vehicles [In the Spotlight]

Volume 34, Issue 1

3 -- 0Min Wu. Signal Processing: The Expected and the Unexpected [From the Editor]
4 -- 5Rabab Ward. Volunteerism Makes a Positive Difference [President's Message]
9 -- 12John Edwards. A Networking Revolution Powered by Signal Processing [Special Reports]
13 -- 15Hana Godrich, Arye Nehorai, Ali Tajer, Maria Sabrina Greco, Changshui Zhang. Special Article Series on Signal Processing Education via Hands-On and Design Projects [From the Guest Editors]
16 -- 30Tim Schack, Michael Eric Muma, Abdelhak M. Zoubir. Signal Processing Projects at Technische Universität Darmstadt: How to engage undergraduate students in signal processing practice
31 -- 39Qing Zhuo, Yanpin Ren, Yongheng Jiang, Changshui Zhang. Hands-On Learning Through Racing: Signal processing and engineering education through the China National Collegiate Intelligent Model Car Competition
40 -- 47Erik G. Larsson, Danyo Danev, Mikael Olofsson, Simon Sorman. Teaching the Principles of Massive MIMO: Exploring reciprocity-based multiuser MIMO beamforming using acoustic waves
48 -- 51Xiang-Gen Xia. Small Data, Mid Data, and Big Data Versus Algebra, Analysis, and Topology [Perspectives]
52 -- 66Richard G. Baraniuk, Thomas Goldstein, Aswin C. Sankaranarayanan, Christoph Studer, Ashok Veeraraghavan, Michael B. Wakin. Compressive Video Sensing: Algorithms, architectures, and applications
67 -- 81Ruhi Sarikaya. The Technology Behind Personal Digital Assistants: An overview of the system architecture and key components
82 -- 88Hana Godrich. Students' Design Project Series: Sharing Experiences [SP Education]
89 -- 93Denis A. Gudovskiy, Lichung Chu. An Accurate and Stable Sliding DFT Computed by a Modified CIC Filter [Tips & Tricks]
94 -- 112S. Y. Kung. Compressive Privacy: From Information Estimation Theory to Machine Learning [Lecture Notes]
104 -- 115Muhammad Salman Khan, James Jenkins, Néstor Becerra Yoma. Discovering New Worlds: A review of signal processing methods for detecting exoplanets from astronomical radial velocity data [Applications Corner]
116 -- 115Wade Trappe. Data Treasure Hunters: Science Expanding to New Frontiers [In the Spotlight]