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PROCEEDINGS VOLUME 10394

Wavelets and Sparsity XVII
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Volume Details

Volume Number: 10394
Date Published: 10 October 2017

Table of Contents
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Front Matter: Volume 10394
Author(s): Proceedings of SPIE
Speeding up sparse signal recovery using sparse-graph codes (Conference Presentation)
Author(s): Kannan Ramchandran
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Sketchy decisions: convex optimization with optimal storage (Conference Presentation)
Author(s): Joel A. Tropp
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Compressive hyperspectral time-resolved wide-field fluorescence lifetime imaging
Author(s): Xavier Intes
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A sparsity-based simplification method for segmentation of spectral-domain optical coherence tomography images
Author(s): William Meiniel; Yu Gan; Jean-Christophe Olivo-Marin; Elsa Angelini
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Photon-efficient super-resolution laser radar
Author(s): Dongeek Shin; Jeffrey H. Shapiro; Vivek K. Goyal
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Itertative back-projection techniques for non-line-of-sight imaging (Conference Presentation)
Author(s): Marco La Manna; Eric C. Breitbach; Jonathan Jackson; Fiona Kine; Andreas Velten
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Riemannian multi-manifold modeling and clustering in brain networks
Author(s): Konstantinos Slavakis; Shiva Salsabilian; David S. Wack; Sarah F. Muldoon; Henry E. Baidoo-Williams; Jean M. Vettel; Matthew Cieslak; Scott T. Grafton
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Probing the dynamics of spontaneous cortical activities via widefield Ca+2 imaging in GCaMP6 transgenic mice
Author(s): Li Zhu; Christian R. Lee; David J. Margolis; Laleh Najafizadeh
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MR correlation spectroscopic imaging of multidimensional exponential decays: probing microstructure with diffusion and relaxation
Author(s): Daeun Kim; Jessica L. Wisnowski; Justin P. Haldar
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A regularized clustering approach to brain parcellation from functional MRI data
Author(s): Keith Dillon; Yu-Ping Wang
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Joint fMRI analysis and subject clustering using sparse dictionary learning
Author(s): Seung-Jun Kim; Krishna K. Dontaraju
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Detecting brain dynamics during resting state: a tensor based evolutionary clustering approach
Author(s): Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente
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Optimal transport-based dictionary learning and its application to Euclid-like Point Spread Function representation
Author(s): Morgan A. Schmitz; Matthieu Heitz; Nicolas Bonneel; Fred Ngolè; David Coeurjolly; Marco Cuturi; Gabriel Peyré; Jean-Luc Starck
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Localization of sound sources in a room with one microphone
Author(s): Helena Peić Tukuljac; Hervé Lissek; Pierre Vandergheynst
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Limited-memory trust-region methods for sparse relaxation
Author(s): Lasith Adhikari; Omar DeGuchy; Jennifer B. Erway; Shelby Lockhart; Roummel F. Marcia
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Underwater object classification using scattering transform of sonar signals
Author(s): Naoki Saito; David S. Weber
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Non-convex Shannon entropy for photon-limited imaging
Author(s): Lasith Adhikari; Reheman Baikejiang; Omar DeGuchy; Roummel F. Marcia
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Binary block codes from Euclidean embeddings and random hyperplane tessellations
Author(s): Bernhard G. Bodmann; Robert P. Mendez
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Finding the closest probabilistic Parseval frame in the 2-Wasserstein metric
Author(s): Desai Cheng; Kasso A. Okoudjou
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Low frame coherence via zero-mean tensor embeddings
Author(s): Bernhard G. Bodmann; John I. Haas IV
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Optimal projective packings from association schemes
Author(s): Joseph W. Iverson; John Jasper; Dustin G. Mixon
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Memory-optimal neural network approximation
Author(s): Helmut Bölcskei; Philipp Grohs; Gitta Kutyniok; Philipp Petersen
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Real phase retrieval by orthogonal complements and hyperplanes
Author(s): Sara Botelho-Andrade; Peter G. Casazza; Desai Cheng; John I. Haas; Tin T. Tran; Janet C. Tremain; Zhiqiang Xu
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Prediction models for graph-linked data with localized regression
Author(s): Alexander Cloninger
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A brief introduction to equi-chordal and equi-isoclinic tight fusion frames
Author(s): Matthew Fickus; John Jasper; Dustin G. Mixon; Cody E. Watson
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Soft recovery
Author(s): Axel Flinth
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The Levenstein bound for packings in projective spaces
Author(s): John I. Haas IV; Nathaniel Hammen; Dustin G. Mixon
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K−means clustering on the space of persistence diagrams
Author(s): Andrew Marchese; Vasileios Maroulas; Josh Mike
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Phase retrieval from local measurements in two dimensions
Author(s): Mark Iwen; Brian Preskitt; Rayan Saab; Aditya Viswanathan
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Shearlet-based regularization in sparse dynamic tomography
Author(s): T. A. Bubba; M. März; Z. Purisha; M. Lassas; S. Siltanen
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Detecting neuronal activity from calcium imaging data using FRI methods (Conference Presentation)
Author(s): Stephanie Reynolds; Jon Oñativia; Simon R. Schultz; Pier Luigi Dragotti
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GASPACHO: a generic automatic solver using proximal algorithms for convex huge optimization problems
Author(s): Bart Goossens; Hiêp Luong; Wilfried Philips
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Adaptive windowing and windowless approaches to estimate dynamic functional brain connectivity
Author(s): Maziar Yaesoubi; Vince D. Calhoun
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Exploring neuronal synapses with directional and symmetric frame filters with small support
Author(s): Nikolaos Atreas; Nikolaos Karantzas; Manos Papadakis; Theodoros Stavropoulos
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Edge-augmented Fourier partial sums with applications to Magnetic Resonance Imaging (MRI)
Author(s): Jade Larriva-Latt; Angela Morrison; Alison Radgowski; Joseph Tobin; Mark Iwen; Aditya Viswanathan
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Reconstruction of finite-valued sparse signals
Author(s): Sandra Keiper; Gitta Kutyniok; Dae Gwan Lee; Götz Pfander
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Tolerant compressed sensing with partially coherent sensing matrices
Author(s): Tobias Birnbaum; Yonina C. Eldar; Deanna Needell
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De-biasing low-rank projection for matrix completion
Author(s): Simon Foucart; Deanna Needell; Yaniv Plan; Mary Wootters
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Topology reduction in deep convolutional feature extraction networks
Author(s): Thomas Wiatowski; Philipp Grohs; Helmut Bölcskei
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On the distribution of a product of N Gaussian random variables
Author(s): Željka Stojanac; Daniel Suess; Martin Kliesch
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Framed frames for data frames
Author(s): Nate Strawn
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Projected power iteration for network alignment
Author(s): Efe Onaran; Soledad Villar
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Blind demixing and deconvolution with noisy data at near optimal rate
Author(s): Dominik Stöger; Peter Jung; Felix Krahmer
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Convex relaxations of spectral sparsity for robust super-resolution and line spectrum estimation
Author(s): Yuejie Chi
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2D phaseless super-resolution
Author(s): Myung Cho; Christos Thramboulidis; Babak Hassibi; Weiyu Xu
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Recovery of continuous domain piecewise smooth images: theory, algorithms, and applications (Conference Presentation)
Author(s): Mathews Jacob; Gregory Ongie; Sampurna Biswas; Arvind Balachandrasekaran
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Learning-based low-rank Hankel structured matrix approach (Conference Presentation)
Author(s): Jong Chul Ye
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Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion (Conference Presentation)
Author(s): Jian-Feng Cai
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A note on the blind deconvolution of multiple sparse signals from unknown subspaces
Author(s): Augustin Cosse
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Faster PET reconstruction with a stochastic primal-dual hybrid gradient method
Author(s): Matthias J. Ehrhardt; Pawel Markiewicz; Antonin Chambolle; Peter Richtárik; Jonathan Schott; Carola-Bibiane Schönlieb
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Local stationarity of graph signals: insights and experiments
Author(s): Benjamin Girault; Shrikanth S. Narayanan; Antonio Ortega
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Multiresolution analysis of functions on directed networks
Author(s): Harry Sevi; Gabriel Rilling; Pierre Borgnat
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Extending classical multirate signal processing theory to graphs
Author(s): Oguzhan Teke; Palghat P. Vaidyanathan
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Semiparametric, parametric, and possibly sparse models for multivariate long-range dependence
Author(s): Changryong Baek; Stefanos Kechagias; Vladas Pipiras
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A framework for learning affine transformations for multimodal sparse reconstruction
Author(s): João F. C. Mota; Evaggelia Tsiligianni; Nikos Deligiannis
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Recovery guarantees for low complexity models (Conference Presentation)
Author(s): Samuel Vaiter; Gabriel Peyré; Jalal Fadili
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A non-convex perspective on calibration and imaging in radio interferometry
Author(s): Audrey Repetti; Yves Wiaux
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Analytic wavelets for multivariate time series analysis
Author(s): Irène Gannaz; Sophie Achard; Marianne Clausel; François Roueff
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Guiding network analysis using graph slepians: an illustration for the C. Elegans connectome
Author(s): Dimitri Van De Ville; Robin Demesmaeker; Maria Giulia Preti
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Adaptive synchrosqueezing based on a quilted short-time Fourier transform
Author(s): Alexander Berrian; Naoki Saito
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Non-parametric warping via local scale estimation for non-stationary Gaussian process modelling
Author(s): Sébastien Marmin; Jean Baccou; Jacques Liandrat; David Ginsbourger
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Affine shear tight frames with two-layer structure
Author(s): Zhihua Che; Xiaosheng Zhuang
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