Pierre Vandergheynst

EPFL STI IEL LTS2
ELE 235 (Bâtiment ELE)
Station 11
1015 Lausanne

EPFL STI IEM LTS2
ELD 241 (Bâtiment ELD)
Station 11
1015 Lausanne

EPFL STI IEM LTS2
ELD 241 (Bâtiment ELD)
Station 11
1015 Lausanne

EPFL STI IEM LTS2
ELD 241 (Bâtiment ELD)
Station 11
1015 Lausanne

EPFL STI IEM LTS2
ELD 241 (Bâtiment ELD)
Station 11
1015 Lausanne

Expertise

complex, high-dimensional data processing visual information processing computational harmonic analysis data compression redundant approximations computer vision

Publications représentatives

A Posteriori Quantization of Progressive Matching Pursuit Streams

P. Frossard, P. Vandergheynst, R. Figueras i Ventura and M. Kunt
Published in IEEE Transactions on Signal Processing, Vol. 52, No 2, February 2004 in

DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection

Hagmann P , Thiran J , Jonasson L , Vandergheynst P , Clarke S , Maeder P and Meuli R
Published in , Neuroimage, Vol. 19, No 3, pp. 545-554, July 2003, 2003 in

Non-linear subdivision using local spherical coordinates

N. Aspert, T. Ebrahimi and P. Vandergheynst
Published in Computer Aided Geometric Design, Vol. 20, No 3, 2003 in

Wavelets on the sphere : Implementation and approximations

Antoine J , Demanet L , Jacques L and Vandergheynst P
Published in Appl. Comp. Harmonic Analysis, Vol. 13, No 3, pp. 177-200, November 2002, 2002 in

Special issue on image and video coding beyond standards

Vandergheynst P and Frossard P
Published in Signal Processing, Vol. 82, No 11, pp. 1517-1518, November (2002), 2002 in

Enseignement et PhD

Doctorant·es actuel·les

Maria Boulougouri, Pengkang Guo, Anaïs Betsabeh Haget, Victor Kawasaki-Borruat, Mohan Vamsi Nallapareddy, Jiying Zhang, Mia Zosso

A dirigé les thèses EPFL de

Alexandre Alahi (2011), Mattia Atzeni (2024), Luigi Bagnato (2012), Eda Bayram (2021), Kirell Benzi (2017), Iva Bogdanova Vandergheynst (2005), Rodrigo Cerqueira Gonzalez Pena (2020), Gilles André Courtois (2016), Emmanuel D'Angelo (2013), Michaël Defferrard (2022), Ana Dimitrijevic (2005), Oscar Divorra Escoda (2005), Rosa Maria Figueras Ventura (2005), Mohammad Golbabaee (2012), Lorenzo Granai (2005), Vincent Grimaldi (2022), William Guicquéro (2015), Ali Hariri (2026), Mahdad Hosseini Kamal (2015), Philippe Jost (2007), Vassilis Kalofolias (2016), Nikolaos Karalias (2023), Anna Llagostera Casanovas (2011), Lionel Martin (2018), Kyle Michael Matoba (2024), Volodymyr Miz (2020), Gianluca Monaci (2007), Johann Paratte (2017), Helena Peic Tukuljac (2020), Lorenzo Peotta (2007), Nathanaël Perraudin (2017), Vu Thach Pham (2021), Konstantinos Pitas (2020), Gilles Puy (2014), Adel Rahmoune (2005), Etienne Rivet (2016), Karin Schnass (2009), Stanislav Sergeev (2022), Nauman Shahid (2017)

A co-dirigé les thèses EPFL de

Xiaowen Dong (2014), Hossein Mamaghanian (2014), Anna Mary Mc Cann (2023)

Cours

Signaux et systèmes II (pour MT)

MICRO-311(a)

Ce cours aborde la théorie des systèmes linéaires discrets invariants par décalage (LID). Leurs propriétés et caractéristiques fondamentales y sont discutées, ainsi que les outils fondamentaux permettant de les étudier (transformée de Fourier et transformée en Z).