My publications

Journal Articles

2017

G. Fracastoro; D. Thanou; P. Frossard : Graph-based Transform Coding with Application to Image Compression; IEEE Transactions on Image Processing. 2017.
D. Thanou; X. Dong; D. Kressner; P. Frossard : Learning heat diffusion graphs; IEEE Transactions on Signal and Information Processing over Networks. 2017. DOI : 10.1109/Tsipn.2017.2731164.

2016

D. Thanou; P. A. Chou; P. Frossard : Graph-based compression of dynamic 3D point cloud sequences; IEEE Transactions on Image Processing. 2016. DOI : 10.1109/Tip.2016.2529506.
X. Dong; D. Thanou; P. Frossard; P. Vandergheynst : Learning Laplacian Matrix in Smooth Graph Signal Representations; IEEE Transactions on Signal Processing. 2016. DOI : 10.1109/TSP.2016.2602809.

2014

D. Thanou; D. Shuman; P. Frossard : Learning Parametric Dictionaries for Signals on Graphs; IEEE Transactions on Signal Processing. 2014. DOI : 10.1109/Tsp.2014.2332441.

2013

D. Thanou; E. Kokiopoulou; Y. Pu; P. Frossard : Distributed average consensus with quantization refinement; IEEE Transactions on Signal Processing. 2013. DOI : 10.1109/Tsp.2012.2223692.

Conference Papers

2017

S. Dong; D. Thanou; P.-A. Absil; P. Frossard : Learning sparse models of diffusive graph signals . 2017. ESANN, April.
H. Petric Maretic; D. Thanou; P. Frossard : Graph learning under sparsity priors. 2017. International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9, 2017. p. 6523-6527.
V. Kalofolias; A. Loukas; D. Thanou; P. Frossard : Learning time varying graphs. 2017. International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA. p. 2826-2830.

2016

G. Fracastoro; D. Thanou; P. Frossard : Graph Transform Learning for Image Compression. 2016. Picture Coding Symposium (PCS), Nuremberg, Germany.

2015

D. Thanou; P. Frossard : Distributed Signal Processing with Graph Spectral Dictionaries. 2015. Allerton Conference on Communication, Control, and Computing.
D. Thanou; P. A. Chou; P. Frossard : Graph-based motion estimation and compression for dynamic 3D point cloud compression. 2015. IEEE International Conference on Image Processing (ICIP), Quebec city, Canada, September, 2015.
D. Thanou; P. Frossard : Multi-Graph Learning of Spectral Graph Dictionaries. 2015. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April, 2015.
X. Dong; D. Thanou; P. Frossard; P. Vandergheynst : Laplacian Matrix Learning for Smooth Graph Signal Representation. 2015. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April, 2015.

2013

D. Thanou; D. Shuman; P. Frossard : Parametric dictionary learning for graph signals. 2013. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Austin, Texas, December, 2013.

2012

D. Thanou; E. Kokiopoulou; P. Frossard : Progressive quantization in distributed average consensus. 2012. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, March, 2012.

2011

D. Thanou; P. Frossard : Compressed classification of observation sets with linear subspace embeddings. 2011. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, May 22-27, 2011. p. 1353-1356.

2010

E. Fotopoulou; D. Thanou; T. Stouraitis : Comparison of time and frequency domain interpolation implementations for MB-OFDM UWB transmitters. 2010. 2010 IEEE International Symposium on Circuits and Systems (ISCAS 2010), Paris, France, May 30 -June 2 2010.
D. Thanou; H. G. Park; E. Kokiopoulou; P. Frossard : Polynomial Filter Design for Quantized Consensus. 2010. European Signal Processing Conference (EUSIPCO), Aalborg, Denmark, August 23-27, 2010.

Theses

2016

N. Thanou / P. Frossard (Dir.) : Graph Signal Processing. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6925.

Reports

2015

M. Tarik; M. Paraskevopoulos; F. Pilger; A. Testino; M. Waser et al. : Functionalized nanofiber-enhanced filter media for fine particles and heavy metals removal in flue gases. 2015.

2011

D. Thanou; E. Kokiopoulou; P. Frossard : Progressive quantization in distributed average consensus. 2011.