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IEEE Journal of Selected Topics in Signal Processing, Volume 10
Volume 10, Number 1, February 2016
- Charles Kervrann, Scott T. Acton, Jean-Christophe Olivo-Marin, Carlos Oscar Sánchez Sorzano
, Michael Unser
Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging. 3-5 - Charles Kervrann, Carlos Oscar Sánchez Sorzano
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. 6-30 - Thomas Arildsen
Reconstruction Algorithms in Undersampled AFM Imaging. 31-46 - Kahye Song, Mark Horowitz:
Tomographic Reconstruction and Alignment Using Matrix Norm Minimization. 47-60 - Denis Fortun, Paul Guichard, Ning Chu
Reconstruction From Multiple Poses in Fluorescence Imaging: Proof of Concept. 61-70 - Moacir Ponti
Image Restoration Using Gradient Iteration and Constraints for Band Extrapolation. 71-80 - Mohammad Tofighi, Onur Yorulmaz, Kivanç Köse
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images. 81-91 - Reiner Lenz
Generalized Pareto Distributions - Application to Autofocus in Automated Microscopy. 92-98 - Yuanhao Gong, Ivo F. Sbalzarini
A Natural-Scene Gradient Distribution Prior and its Application in Light-Microscopy Image Processing. 99-114 - Yan Xu, Murad Megjhani
Unsupervised Profiling of Microglial Arbor Morphologies and Distribution Using a Nonparametric Bayesian Approach. 115-129 - Haeyong Kang, Chang D. Yoo, Yongcheon Na:
Maximum Margin Learning of t-SPNs for Cell Classification With Filtered Input. 130-139 - Kaustav Nandy, Rama Chellappa, Amit Kumar, Stephen J. Lockett:
Segmentation of Nuclei From 3D Microscopy Images of Tissue via Graphcut Optimization. 140-150 - Matthieu Toutain, Abderrahim Elmoataz, Xavier Desquesnes, Jean-Hugues Pruvot:
A Unified Geometric Model for Virtual Slide Image Processing and Classification. 151-160 - Slavica Jonic
Coarse-Graining of Volumes for Modeling of Structure and Dynamics in Electron Microscopy: Algorithm to Automatically Control Accuracy of Approximation. 161-173 - Sajith Kecheril Sadanandan, Ozden Baltekin, Klas E. G. Magnusson, Alexis Boucharin, Petter Ranefall, Joakim Jaldén
Segmentation and Track-Analysis in Time-Lapse Imaging of Bacteria. 174-184 - Long Chen, Zhongying Zhao, Hong Yan:
A Probabilistic Relaxation Labeling (PRL) Based Method for C. elegans Cell Tracking in Microscopic Image Sequences. 185-192 - Isabel Schlangen
Marker-Less Stage Drift Correction in Super-Resolution Microscopy Using the Single-Cluster PHD Filter. 193-202 - Thierry Pécot
Counting-Based Particle Flux Estimation for Traffic Analysis in Live Cell Imaging. 203-216
Volume 10, Number 2, March 2016
- Steve McLaughlin
Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing. 221-223 - Marcelo Pereyra, Philip Schniter
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. 224-241 - Jakub Konecný, Jie Liu, Peter Richtárik, Martin Takác
Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting. 242-255 - Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
Online Optimization Under Adversarial Perturbations. 256-269 - Georg Kail, Sundeep Prabhakar Chepuri, Geert Leus
Robust Censoring Using Metropolis-Hastings Sampling. 270-283 - Nico Vervliet
A Randomized Block Sampling Approach to Canonical Polyadic Decomposition of Large-Scale Tensors. 284-295 - David E. Carlson
Stochastic Spectral Descent for Discrete Graphical Models. 296-311 - François Septier
Langevin and Hamiltonian Based Sequential MCMC for Efficient Bayesian Filtering in High-Dimensional Spaces. 312-327 - James K. Murphy, Simon J. Godsill:
Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems. 328-342 - Olivier Féron, François Orieux
Gradient Scan Gibbs Sampler: An Efficient Algorithm for High-Dimensional Gaussian Distributions. 343-352 - Fredrik Lindsten, Pete Bunch, Simo Särkkä, Thomas B. Schön
Rao-Blackwellized Particle Smoothers for Conditionally Linear Gaussian Models. 353-365 - Amandine Schreck, Gersende Fort, Sylvain Le Corff
A Shrinkage-Thresholding Metropolis Adjusted Langevin Algorithm for Bayesian Variable Selection. 366-375 - Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini
Unified Importance Sampling Schemes for Efficient Simulation of Outage Capacity Over Generalized Fading Channels. 376-388 - Jin Tan, Yanting Ma, Hoover F. Rueda, Dror Baron
Compressive Hyperspectral Imaging via Approximate Message Passing. 389-401 - Tianyi Chen, Xin Wang
Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization. 402-415 - Pablo Mesejo
A Differential Evolution-Based Approach for Fitting a Nonlinear Biophysical Model to fMRI BOLD Data. 416-427
Volume 10, Number 3, April 2016
- Robert W. Heath Jr.
Introduction to the Special Issue on Signal Processing for Millimeter Wave Wireless Communications. 433-435 - Robert W. Heath Jr.
An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems. 436-453 - Sooyoung Hur, Sangkyu Baek, Byungchul Kim, Youngbin Chang, Andreas F. Molisch, Theodore S. Rappaport
Proposal on Millimeter-Wave Channel Modeling for 5G Cellular System. 454-469 - Hossein Roufarshbaf
Analog Multiband: Efficient Bandwidth Scaling for mm-Wave Communication. 470-484 - Xianghao Yu
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems. 485-500 - Foad Sohrabi, Wei Yu:
Hybrid Digital and Analog Beamforming Design for Large-Scale Antenna Arrays. 501-513 - Zhinus Marzi, Dinesh Ramasamy, Upamanyu Madhow:
Compressive Channel Estimation and Tracking for Large Arrays in mm-Wave Picocells. 514-527 - Hadi G. Ghauch, Taejoon Kim
Subspace Estimation and Decomposition for Large Millimeter-Wave MIMO Systems. 528-542 - Vasanthan Raghavan, Jürgen Cezanne, Sundar Subramanian, Ashwin Sampath, Ozge H. Koymen:
Beamforming Tradeoffs for Initial UE Discovery in Millimeter-Wave MIMO Systems. 543-559 - Gilwon Lee, Youngchul Sung, Marios Kountouris:
On the Performance of Random Beamforming in Sparse Millimeter Wave Channels. 560-575 - Sudip Biswas, Satyanarayana Vuppala, Jiang Xue, Tharmalingam Ratnarajah:
On the Performance of Relay Aided Millimeter Wave Networks. 576-588 - Yungsoo Kim, Hyun-Yong Lee, Philyeong Hwang, Ranjeet Kumar Patro, Jaekon Lee, Wonil Roh, Kyungwhoon Cheun:
Feasibility of Mobile Cellular Communications at Millimeter Wave Frequency. 589-599
Volume 10, Number 4, June 2016
- Michael B. Wakin, Rémi Gribonval, Visa Koivunen, Justin K. Romberg, John Wright:
Introduction to the Issue on Structured Matrices in Signal and Data Processing. 605-607 - Mark A. Davenport, Justin K. Romberg:
An Overview of Low-Rank Matrix Recovery From Incomplete Observations. 608-622 - Daniel L. Pimentel-Alarcón, Nigel Boston, Robert D. Nowak:
A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion. 623-636 - Konstantin Usevich
Hankel Low-Rank Matrix Completion: Performance of the Nuclear Norm Relaxation. 637-646 - Changxiao Cai
Structured Low-Rank Matrix Factorization for Haplotype Assembly. 647-657 - Oscar López
Off-the-Grid Low-Rank Matrix Recovery and Seismic Data Reconstruction. 658-671 - Frank Ong
Beyond Low Rank + Sparse: Multiscale Low Rank Matrix Decomposition. 672-687 - Luc Le Magoarou
Flexible Multilayer Sparse Approximations of Matrices and Applications. 688-700 - Ignat Domanov
Generic Uniqueness of a Structured Matrix Factorization and Applications in Blind Source Separation. 701-711 - Weicong Ding
A Provably Efficient Algorithm for Separable Topic Discovery. 712-725 - Alona Golts
Linearized Kernel Dictionary Learning. 726-739 - Nauman Shahid
Fast Robust PCA on Graphs. 740-756 - José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon:
Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance. 757-769 - Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi:
STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms. 770-781 - Yuejie Chi
Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization. 782-794 - Jason T. Parker, Philip Schniter
Parametric Bilinear Generalized Approximate Message Passing. 795-808 - Luca Baldassarre, Yen-Huan Li
Learning-Based Compressive Subsampling. 809-822
Volume 10, Number 5, August 2016
- Sethuraman Panchanathan, Diane J. Cook, Noel E. O'Connor, Mrinal Mandal, Mohan S. Kankanhalli
Introduction to the Issue on Person-Centered Signal Processing for Assistive, Rehabilitative, and Wearable Health Technologies. 829-831 - Arvind Balasubramanian, Jun Wang, Balakrishnan Prabhakaran:
Discovering Multidimensional Motifs in Physiological Signals for Personalized Healthcare. 832-841 - Parastoo Alinia, Ramyar Saeedi, Ramin Fallahzadeh, Seyed Ali Rokni, Hassan Ghasemzadeh:
A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors. 842-853 - Markus Kächele, Patrick Thiam
Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. 854-864 - Jie Xu
Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors. 865-876 - Minxiang Ye
A Depth Camera Motion Analysis Framework for Tele-rehabilitation: Motion Capture and Person-Centric Kinematics Analysis. 877-887 - Seyed Farokh Atashzar
Characterization of Upper-Limb Pathological Tremors: Application to Design of an Augmented Haptic Rehabilitation System. 888-903 - Mahdi Maaref, Alireza Rezazadeh, Kimia Shamaei, Mahdi Tavakoli
A Gaussian Mixture Framework for Co-Operative Rehabilitation Therapy in Assistive Impedance-Based Tasks. 904-913 - Barnan Das, Diane J. Cook, Narayanan Chatapuram Krishnan
One-Class Classification-Based Real-Time Activity Error Detection in Smart Homes. 914-923 - David J. Brown, Michael J. Proulx
Audio-Vision Substitution for Blind Individuals: Addressing Human Information Processing Capacity Limitations. 924-931 - Hooman Nezamfar
FlashType™: A Context-Aware c-VEP-Based BCI Typing Interface Using EEG Signals. 932-941 - Sethuraman Panchanathan, Shayok Chakraborty, Troy McDaniel:
Social Interaction Assistant: A Person-Centered Approach to Enrich Social Interactions for Individuals With Visual Impairments. 942-951 - Anna Katharina Fuchs, Martin Hagmüller
The New Bionic Electro-Larynx Speech System. 952-961 - Min S. Hane Aung
Leveraging Multi-Modal Sensing for Mobile Health: A Case Review in Chronic Pain. 962-974
Volume 10, Number 6, September 2016
- Ali N. Akansu, Dmitry Malioutov, Daniel P. Palomar
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading. 979-981 - Marc Senneret, Yannick Malevergne
Covariance Versus Precision Matrix Estimation for Efficient Asset Allocation. 982-993 - Anton Tenyakov, Rogemar S. Mamon
Filtering of a Discrete-Time HMM-Driven Multivariate Ornstein-Uhlenbeck Model With Application to Forecasting Market Liquidity Regimes. 994-1005 - Dmitry M. Malioutov
Covariance Matrix Estimation for Interest-Rate Risk Modeling via Smooth and Monotone Regularization. 1006-1014 - Jianan Han, Xiao-Ping Zhang, Fang Wang:
Gaussian Process Regression Stochastic Volatility Model for Financial Time Series. 1015-1028 - Saahil Shenoy
Data-Driven Stochastic Pricing and Application to Electricity Market. 1029-1039 - Zvonko Kostanjcar, Stjepan Begusic
Estimating Tipping Points in Feedback-Driven Financial Networks. 1040-1052 - Gili Rosenberg, Poya Haghnegahdar, Phil Goddard, Peter Carr, Kesheng Wu
Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer. 1053-1060 - Vikram Krishnamurthy, Sujay Bhatt:
Sequential Detection of Market Shocks With Risk-Averse CVaR Social Sensors. 1061-1072 - Danny Crookes, Sean Trainor, Richard Jiang
An Environment for Rapid Derivatives Design and Experimentation. 1073-1082 - Deepan Palguna, Ilya Pollak:
Mid-Price Prediction in a Limit Order Book. 1083-1092 - Sattar Vakili
Risk-Averse Multi-Armed Bandit Problems Under Mean-Variance Measure. 1093-1111 - Apit Hemakom, Theerasak Chanwimalueang, Alicia Carrion
Financial Stress Through Complexity Science. 1112-1126
Volume 10, Number 7, October 2016
- Dimitri Van De Ville
Introduction to the Issue on Advanced Signal Processing for Brain Networks. 1131-1133 - Rogers F. Silva
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling. 1134-1149 - M. Faizan Ahmad, James K. Murphy, Deniz Vatansever
Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods. 1150-1159 - Jesper Løve Hinrich
Archetypal Analysis for Modeling Multisubject fMRI Data. 1160-1171 - Aiping Liu, Xun Chen
A Combined Static and Dynamic Model for Resting-State Brain Connectivity Networks. 1172-1181 - Yafeng Zhan, Hongxiang Yao, Pan Wang, Bo Zhou
Network-Based Statistic Show Aberrant Functional Connectivity in Alzheimer's Disease. 1182-1188 - Weiyu Huang, Leah Goldsberry, Nicholas F. Wymbs, Scott T. Grafton, Danielle S. Bassett, Alejandro Ribeiro
Graph Frequency Analysis of Brain Signals. 1189-1203 - Mehdi Rahim, Bertrand Thirion, Claude Comtat, Gaël Varoquaux:
Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction. 1204-1213 - Chenhui Hu
Localizing Sources of Brain Disease Progression with Network Diffusion Model. 1214-1225 - Vafa Andalibi, François Christophe
Effective Connectivity Analysis in Brain Networks: A GPU-Accelerated Implementation of the Cox Method. 1226-1237 - Gal Mishne
Hierarchical Coupled-Geometry Analysis for Neuronal Structure and Activity Pattern Discovery. 1238-1253 - Sebastian Weichwald
MERLiN: Mixture Effect Recovery in Linear Networks. 1254-1266 - Rakesh Malladi, Giridhar P. Kalamangalam
Identifying Seizure Onset Zone From the Causal Connectivity Inferred Using Directed Information. 1267-1283 - Venkateswarlu Gonuguntla
Event-Related Functional Network Identification: Application to EEG Classification. 1284-1294 - Hiroshi Higashi, Tomasz M. Rutkowski
Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials. 1295-1305 - Sadaf Monajemi, Konstantinos Eftaxias, Saeid Sanei, Sim Heng Ong:
An Informed Multitask Diffusion Adaptation Approach to Study Tremor in Parkinson's Disease. 1306-1314 - Yuxiao Wang, Chee-Ming Ting
Modeling Effective Connectivity in High-Dimensional Cortical Source Signals. 1315-1325
Volume 10, Number 8, December 2016
- Ioannis Krikidis, Christos Masouros, Gan Zheng, Rui Zhang
Introduction to the Issue on Signal Processing for Exploiting Interference Toward Energy Efficient and Secure Wireless Communications. 1331-1333 - Wanyao Zhao, Si-Hyeon Lee, Ashish Khisti:
Phase-Only Zero Forcing for Secure Communication With Multiple Antennas. 1334-1345 - Kamel Tourki, Mazen O. Hasna:
A Collaboration Incentive Exploiting the Primary-Secondary Systems' Cross Interference for PHY Security Enhancement. 1346-1358 - Qiang Li, Wing-Kin Ma
Sum Secrecy Rate Maximization for Full-Duplex Two-Way Relay Networks Using Alamouti-Based Rank-Two Beamforming. 1359-1374 - Lifeng Wang, Kai-Kit Wong, Maged Elkashlan, Arumugam Nallanathan
Secrecy and Energy Efficiency in Massive MIMO Aided Heterogeneous C-RAN: A New Look at Interference. 1375-1389 - Myung Gil Kang, Young-bin Kim, Jung Hoon Lee, Wan Choi
Secrecy Capacity Scaling by Jamming-Aided Hierarchical Cooperation in Ad Hoc Networks. 1390-1403 - Biao He, Nan (Jonas) Yang
Regularized Channel Inversion for Simultaneous Confidential Broadcasting and Power Transfer: A Large System Analysis. 1404-1416 - Kanapathippillai Cumanan, Zhiguo Ding, Mai Xu, H. Vincent Poor
Secrecy Rate Optimization for Secure Multicast Communications. 1417-1432 - Lingxiang Li, Athina P. Petropulu, Zhi Chen, Jun Fang:
Improving Wireless Physical Layer Security via Exploiting Co-Channel Interference. 1433-1448 - Yong Zeng
Wireless Information Surveillance via Proactive Eavesdropping with Spoofing Relay. 1449-1461 - Alessio Zappone, Pin-Hsun Lin, Eduard A. Jorswieck
Energy Efficiency of Confidential Multi-Antenna Systems With Artificial Noise and Statistical CSI. 1462-1477 - Ashkan Kalantari, Mojtaba Soltanalian
Directional Modulation Via Symbol-Level Precoding: A Way to Enhance Security. 1478-1493 - Lisheng Fan, Xianfu Lei, Nan (Jonas) Yang
Secure Multiple Amplify-and-Forward Relaying With Cochannel Interference. 1494-1505 - Shuai Wang, Minghua Xia, Yik-Chung Wu
Multipair Two-Way Relay Network With Harvest-Then-Transmit Users: Resolving Pairwise Uplink-Downlink Coupling. 1506-1521 - Sudip Biswas, Satyanarayana Vuppala, Tharmalingam Ratnarajah:
On the Performance of mmWave Networks Aided by Wirelessly Powered Relays. 1522-1537 - Ying Bi, He Chen
Accumulate and Jam: Towards Secure Communication via A Wireless-Powered Full-Duplex Jammer. 1538-1550 - Zheng Dong, Yan-Yu Zhang
Quadrature Amplitude Modulation Division for Multiuser MISO Broadcast Channels. 1551-1566 - Daniel L. Pimentel-Alarcón, Nigel Boston, Robert D. Nowak:
Corrections to "A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion". 1567
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