### PROCEEDINGS VOLUME 11138 • new

Wavelets and Sparsity XVIII
Volume Details

Volume Number: 11138

Estimated Publication Date: 12 September 2019

Estimated Publication Date: 12 September 2019

Table of Contents

show all abstracts |
hide all abstracts

Optimal translational-rotational invariant dictionaries for images

Author(s): Davide Barbieri; Carlos Cabrelli; Eugenio Hernández; Ursula Molter

Author(s): Davide Barbieri; Carlos Cabrelli; Eugenio Hernández; Ursula Molter

Show Abstract

Virtual multi-modal object detection and classification with deep convolutional neural networks

Author(s): Nikolaos Mitsakos; Manos Papadakis

Author(s): Nikolaos Mitsakos; Manos Papadakis

Show Abstract

Discrete optimizations using graph convolutional networks

Author(s): Radu Balan; Naveed Haghani

Author(s): Radu Balan; Naveed Haghani

Show Abstract

Data adaptive multi-scale representations for image analysis

Author(s): Julia Dobrosotskaya; Weihong Guo

Author(s): Julia Dobrosotskaya; Weihong Guo

Show Abstract

Multiscale analysis for higher-order tensors

Author(s): Alp Ozdemir; Ali Zare; Mark A. Iwen; Selin Aviyente

Author(s): Alp Ozdemir; Ali Zare; Mark A. Iwen; Selin Aviyente

Show Abstract

Iterative and greedy algorithms for the sparsity in levels model in compressed sensing

Author(s): Ben Adcock; Simone Brugiapaglia; Matthew King-Roskamp

Author(s): Ben Adcock; Simone Brugiapaglia; Matthew King-Roskamp

Show Abstract

Radio astronomical images restoration with shape constraint

Author(s): Fadi Nammour; Morgan A. Schmitz; Fred Ngolè; Jean-Luc Starck; Julien N. Girard

Author(s): Fadi Nammour; Morgan A. Schmitz; Fred Ngolè; Jean-Luc Starck; Julien N. Girard

Show Abstract

Tight framelets on graphs for multiscale data analysis

Author(s): Yu Guang Wang; Xiaosheng Zhuang

Author(s): Yu Guang Wang; Xiaosheng Zhuang

Show Abstract

The extended generalized Haar-Walsh transform and applications

Author(s): Yiqun Shao; Naoki Saito

Author(s): Yiqun Shao; Naoki Saito

Show Abstract

Slepian guided filtering of graph signals

Author(s): Miljan Petrović; Dimitri Van De Ville

Author(s): Miljan Petrović; Dimitri Van De Ville

Show Abstract

The structure of spaces of neural network functions

Author(s): Philipp Petersen; Mones Raslan; Felix Voigtlaender

Author(s): Philipp Petersen; Mones Raslan; Felix Voigtlaender

Show Abstract

Compactly supported frame wavelets and applications in convolutional neural networks

Author(s): Nikolaos Karantzas; Kazem Safari; Mozahid Haque; Saeed Sarmadi; Manos Papadakis

Author(s): Nikolaos Karantzas; Kazem Safari; Mozahid Haque; Saeed Sarmadi; Manos Papadakis

Show Abstract

Wavelet/shearlet hybridized neural networks for biomedical image restoration

Author(s): Bart Goossens; Hiêp Luong; Wilfried Philips

Author(s): Bart Goossens; Hiêp Luong; Wilfried Philips

Show Abstract

Ultra-high-order ICA: an exploration of highly resolved data-driven representation of intrinsic connectivity networks (sparse ICNs)

Author(s): Armin Iraji; Ashkan Faghiri; Noah Lewis; Zening Fu; Thomas DeRamus; Shile Qi; Srinivas Rachakonda; Yuhui Du; Vince Calhoun

Author(s): Armin Iraji; Ashkan Faghiri; Noah Lewis; Zening Fu; Thomas DeRamus; Shile Qi; Srinivas Rachakonda; Yuhui Du; Vince Calhoun

Show Abstract

Diffusion source detection in a network using partial observations

Author(s): Roxana Alexandru; Pier Luigi Dragotti

Author(s): Roxana Alexandru; Pier Luigi Dragotti

Show Abstract

Sparse tensor dimensionality reduction with application to clustering of functional connectivity

Author(s): Gaëtan Frusque; Julien Jung; Pierre Borgnat; Paulo Gonçalves

Author(s): Gaëtan Frusque; Julien Jung; Pierre Borgnat; Paulo Gonçalves

Show Abstract

Structured receptive field networks and applications to hyperspectral image classification

Author(s): Demetrio Labate; Kazem Safari; Nikolaos Karantzas; Saurabh Prasad; Farideh Foroozandeh Shahraki

Author(s): Demetrio Labate; Kazem Safari; Nikolaos Karantzas; Saurabh Prasad; Farideh Foroozandeh Shahraki

Show Abstract

Geometric wavelet scattering on graphs and manifolds

Author(s): Feng Gao; Matthew Hirn; Michael Perlmutter; Guy Wolf

Author(s): Feng Gao; Matthew Hirn; Michael Perlmutter; Guy Wolf

Show Abstract

Experimental performance of graph neural networks on random instances of max-cut

Author(s): Weichi Yao; Afonso S. Bandeira; Soledad Villar

Author(s): Weichi Yao; Afonso S. Bandeira; Soledad Villar

Show Abstract

On fast object detection using single-photon lidar data

Author(s): Julian Tachella; Yoann Altmann; Stephen McLaughlin; Jean-Yves Tourneret

Author(s): Julian Tachella; Yoann Altmann; Stephen McLaughlin; Jean-Yves Tourneret

Show Abstract

Lifting the veil: enhancing images in turbid aqueous environments

Author(s): Sanat Upadhyay; Manos Papadakis

Author(s): Sanat Upadhyay; Manos Papadakis

Show Abstract

Occlusion-based computational periscopy with consumer cameras

Author(s): John Murray-Bruce; Charles Saunders; Vivek K. Goyal

Author(s): John Murray-Bruce; Charles Saunders; Vivek K. Goyal

Show Abstract

Estimation of time-series on graphs using Bayesian graph convolutional neural networks

Author(s): Fatemeh Teimury; Soumyasundar Pal; Arezou Amini; Mark Coates

Author(s): Fatemeh Teimury; Soumyasundar Pal; Arezou Amini; Mark Coates

Show Abstract

Comparing linear structure-based and data-driven latent spatial representations for sequence prediction

Author(s): Myriam Bontonou; Carlos Lassance; Vincent Gripon; Nicolas Farrugia

Author(s): Myriam Bontonou; Carlos Lassance; Vincent Gripon; Nicolas Farrugia

Show Abstract

Time-resolved analysis of dynamic graphs: an extended Slepian design

Author(s): Raphaël Liégeois; Ibrahim Merad; Dimitri Van De Ville

Author(s): Raphaël Liégeois; Ibrahim Merad; Dimitri Van De Ville

Show Abstract

Wavelet-based graph inference using multiple testing

Author(s): Sophie Achard; Pierre Borgnat; Irène Gannaz; Marine Roux

Author(s): Sophie Achard; Pierre Borgnat; Irène Gannaz; Marine Roux

Show Abstract

Generalized temporal sampling with active illumination in optical microscopy

Author(s): Christian Jaques; Michael Liebling

Author(s): Christian Jaques; Michael Liebling

Show Abstract

Learning-based computational MRI reconstruction without big data: from linear interpolation and structured low-rank matrices to recurrent neural networks

Author(s): Tae Hyung Kim; Justin P. Haldar

Author(s): Tae Hyung Kim; Justin P. Haldar

Show Abstract

Highly efficient MRI through multi-shot echo planar imaging

Author(s): Congyu Liao; Xiaozhi Cao; Jaejin Cho; Zijing Zhang; Kawin Setsompop; Berkin Bilgic

Author(s): Congyu Liao; Xiaozhi Cao; Jaejin Cho; Zijing Zhang; Kawin Setsompop; Berkin Bilgic

Show Abstract

Online MR image reconstruction for compressed sensing acquisition in T2* imaging

Author(s): Loubna El Gueddari; Emilie Chouzenoux; Alexandre Vignaud; Jean-Christophe Pesquet; Philippe Ciuciu

Author(s): Loubna El Gueddari; Emilie Chouzenoux; Alexandre Vignaud; Jean-Christophe Pesquet; Philippe Ciuciu

Show Abstract

Inverse GANs for accelerated MRI reconstruction

Author(s): Dominik Narnhofer; Kerstin Hammernik; Florian Knoll; Thomas Pock

Author(s): Dominik Narnhofer; Kerstin Hammernik; Florian Knoll; Thomas Pock

Show Abstract

sRAKI-RNN: accelerated MRI with scan-specific recurrent neural networks using densely connected blocks

Author(s): Seyed Amir Hossein Hosseini; Chi Zhang; Kâmil Uǧurbil; Steen Moeller; Mehmet Akçakaya

Author(s): Seyed Amir Hossein Hosseini; Chi Zhang; Kâmil Uǧurbil; Steen Moeller; Mehmet Akçakaya

Show Abstract

Parallel magnetic resonance imaging reconstruction algorithm by three-dimension directional Haar tight framelet regularization

Author(s): Yan-Ran Li; Xiaosheng Zhuang

Author(s): Yan-Ran Li; Xiaosheng Zhuang

Show Abstract

An infinite family of two-distance tight frames

Author(s): Nicholas P. Brown; John Jasper

Author(s): Nicholas P. Brown; John Jasper

Show Abstract

Game of Sloanes: best known packings in complex projective space

Author(s): John Jasper; Emily J. King; Dustin G. Mixon

Author(s): John Jasper; Emily J. King; Dustin G. Mixon

Show Abstract

Connections between structured tight frames and sum-of-squares optimization

Author(s): Afonso S. Bandeira; Dmitriy Kunisky

Author(s): Afonso S. Bandeira; Dmitriy Kunisky

Show Abstract

Biangular Gabor frames and Zauner's conjecture

Author(s): Mark Magsino; Dustin G. Mixon

Author(s): Mark Magsino; Dustin G. Mixon

Show Abstract

Linear programming bounds for cliques in Paley graphs

Author(s): Mark Magsino; Dustin G. Mixon; Hans Parshall

Author(s): Mark Magsino; Dustin G. Mixon; Hans Parshall

Show Abstract

Parameter tuning using asynchronous parallel pattern search in sparse signal reconstruction

Author(s): Omar DeGuchy; Roummel F. Marcia

Author(s): Omar DeGuchy; Roummel F. Marcia

Show Abstract

The random component-wise power method

Author(s): Oguzhan Teke; Palghat P. Vaidyanathan

Author(s): Oguzhan Teke; Palghat P. Vaidyanathan

Show Abstract

**© SPIE.**Terms of Use