Recent Publications

Mask Combination of Multi-layer Graphs for Global Structure Inference

E. Bayram; D. Thanou; E. Vural; P. Frossard 

2019-10-22. 

Subjective and Viewport-based Objective Quality Assessment of 360-degree Videos

R. G. De Albuquerque Azevedo; N. Birkbeck; I. Janatra; B. Adsumilli; P. Frossard 

2019-09-29

Visual Distortions in 360-degree Videos

R. G. De Albuquerque Azevedo; N. Birkbeck; F. De Simone; I. Janatra; B. Adsumilli et al. 

IEEE Transactions on Circuits and Systems for Video Technology. 2019-07-08. Vol. ( Early Access ), p. 1-14. DOI : 10.1109/TCSVT.2019.2927344.

Visual Distortions in 360-degree videos (Dataset)

R. G. De Albuquerque Azevedo; N. Birkbeck; F. De Simone; I. Janatra; B. Adsumilli et al. 

2019-07-04.

On the first JND and break in presence of 360-degree content

R. G. De Albuquerque Azevedo; N. Birkbeck; I. Janatra; B. Adsumilli; P. Frossard 

2019-06-17. 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems – MMVE ’19, Amherst, Massachusetts, USA, p. 1-3. DOI : 10.1145/3304113.3326115.

Sparse Sampling for Inverse Problems With Tensors

G. Ortiz-Jimenez; M. Coutino; S. P. Chepuri; G. Leus 

Ieee Transactions On Signal Processing. 2019-06-15. Vol. 67, num. 12, p. 3272-3286. DOI : 10.1109/TSP.2019.2914879.

Learning Graphs From Data: A Signal Representation Perspective

X. Dong; D. Thanou; M. Rabbat; P. Frossard 

IEEE Signal Processing Magazine. 2019-05-01. Vol. 36, num. 3, p. 44-63. DOI : 10.1109/MSP.2018.2887284.

Streaming From a Moving Platform with Real-Time and Playback Distortion Constraints

G. Cocco; L. Toni 

2019-01-01. IEEE International Conference on Communications (ICC), Shanghai, PEOPLES R CHINA, May 20-24, 2019.

Geometry of adversarial robustness of deep networks: methods and applications

S. M. Moosavi Dezfooli / P. Frossard (Dir.)  

Lausanne, EPFL, 2019. 

Optimized Quantization in Distributed Graph Signal Filtering

I. Cunha Maia Nobre; P. Frossard 

IEEE Transactions on Signal and Information Processing over Networks. 2019. 

Analog Neural Networks with Deep-submicron Nonlinear Synapses

A. C. Yüzügüler; F. Çelik; M. P. Drumond Lages De Oliveira; B. Falsafi; P. Frossard 

IEEE Micro. 2019. Vol. 39, num. 5, p. 55-63. DOI : 10.1109/MM.2019.2931182.

Graph-Based Non-Uniform Sampling and Reconstruction of Depth Maps

J. Yang; W. Xu; X. Ye; P. Frossard; K. Li 

2019. 26th IEEE International Conference on Image Processing (ICIP 2019), Taipei, Taiwan, September 22-25, 2019.

Une approche basée incertitude pour transporter un signal d’un graphe à un autre

B. Pasdeloup; H. Petric Maretic; M. El Gheche; P. Frossard 

2019. GRETSI 2019. XXVIIème Colloque francophone de traitement du signal et des images, Lille, France, 26-29 août 2019.

Learning anisotropic filters on product graphs

C. A. Y. Vignac; P. Frossard 

2019. ICLR Workshop on Representation Learning on Graphs and Manifolds, New Orleans, US, 6 May 2019.

Kernel Regression for Graph Signal Prediction in Presence of Sparse Noise

A. Venkitaraman; P. Frossard; S. Chatterjee 

2019. ICASSP 2019 – IEEE International Conference on Acoustics, Speech and Signal Processing, Brighton, UK, 12-17 May, 2019. p. 5426-5430. DOI : 10.1109/ICASSP.2019.8682979.

Spherical Clustering of Users Navigating 360° Content

S. Rossi; F. De Simone; P. Frossard; L. Toni 

2019. ICASSP 2019 – IEEE International Conference on Acoustics, Speech and Signal Processing, Brighton, UK, 12-17 May, 2019. DOI : 10.1109/ICASSP.2019.8683854.

Automatic Segmentation of Nuclei in Histopathology Images using Encoding-Decoding Convolutional Neural Networks

D. S. Mercadier; B. Besbinar; P. Frossard 

2019. IEEE ICASSP, Brighton, UK, 12-17 May, 2019. p. 1020-1024. DOI : 10.1109/ICASSP.2019.8682502.

Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint

M. El Gheche; G. Chierchia; P. Frossard 

2019. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, 12-17 May, 2019. p. 3567-3571. DOI : 10.1109/ICASSP.2019.8683286.

Geometry Aware Convolutional Filters for Omnidirectional Images Representation

R. Khasanova; P. Frossard 

2019. ICML 2019 – 36th International Conference on Machine Learning, Long Beach, CA, USA, Jan 18-23, 2019. p. 3351-3359.

Subjective Evaluation of 360-degree Sensory Experiences

A. L. Guedes; R. G. De Albuquerque Azevedo; P. Frossard; S. Colcher; S. Diniz Junqueira Barbosa 

2019. (MMSP 2019) 2019 IEEE 21st International Workshop on Multimedia Signal Processing, Kuala Lumpur, Malaysia, September 27-29, 2019.

Graph-Based Detection of Seams In 360-Degree Images

F. De Simone; R. G. De Albuquerque Azevedo; S. Kim; P. Frossard 

2019. 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, September 22-25, 2019. p. 3776-3780. DOI : 10.1109/ICIP.2019.8803578.

Graph-Based Non-Uniform Sampling and Reconstruction of Depth Maps

J. Yang; W. Xu; X. Ye; P. Frossard; K. Li 

2019. ICIP 2019 – IEEE International Conference on Image Processing, Taipei, Taiwan, September 22-25, 2019.

A geometry-inspired decision-based attack

Y. Liu; S. M. Moosavi Dezfooli; P. Frossard 

2019. ICCV 2019 : IEEE International Conference on Computer Vision, Seoul, South Korea, Oct 27, 2019 – Nov 3, 2019.

Graph-based image representation learning

R. Khasanova / P. Frossard (Dir.)  

Lausanne, EPFL, 2019. 

Caching in Heterogeneous Networks With Per-File Rate Constraints

E. Recayte; G. Cocco 

IEEE Transactions on Communications. 2019. Vol. 67, num. 2, p. 1210-1224. DOI : 10.1109/TCOMM.2018.2876295.

A geometry-inspired decision-based attack

Y. Liu; S. M. Moosavi Dezfooli; P. Frossard 

2019

Universal Adversarial Attacks on Text Classifiers

M. Behjati; S. M. Moosavi Dezfooli; M. Soleymani Baghshah; P. Frossard 

2019. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, 2019.

Robustness via curvature regularization, and vice versa

S. M. Moosavi Dezfooli; A. Fawzi; J. Uesato; P. Frossard 

2019. IEEE Conference on Computer Vision and Pattern Recognition, Long Beach, California, USA, 2019.

SparseFool: a few pixels make a big difference

A. Modas; S. M. Moosavi Dezfooli; P. Frossard 

2019. IEEE Conference on Computer Vision and Pattern Recognition, Long Beach, California, USA, 2019.

Graph Signal Representation with Wasserstein Barycenters

E. Simou; P. Frossard 

2019. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, ENGLAND, May 12-17, 2019. p. 5386-5390.

all publications