Research
fields
- Image processing, computer vision:
- denoising (markovian approaches, non-local methods, deep learning ...)
- classification, segmentation
- pattern recognition
- 3D reconstruction
- graph-cut optimization
- multi-temporal analysis
- Remote sensing, SAR imagery:
- Statistical modeling of very high resolution SAR imagery
- 3D reconstruction: radargrammetry, interferometry, tomography
- SAR and optical data fusion
Publications
- Book:
- Imagerie de télédétection, édité
par F. Tupin, JM Nicolas, J. Inglada, éditions Hermes Lavoisier,
2014
- Remote Sensing Imagery, edited
by F. Tupin, J. Inglada, JM Nicolas, ISTE Wiley, 2014
- Mathematical models for remote Sensing Image processing,
Springer editions, 2017
- Mathematical models for very high resolution SAR data and their applications, chap.4, C. Deladalle, L. Denis, G. Ferraioli, V. Pascazio, G. Schirinzi, F. Tupin
- Micro waves remote sensing of land surfaces,
ISTE, 2016
- The principles of DTM reconstruction from SAR images , chap.6, J.-M. Nicolas, F. Tupin
- Remote Sensing Imagery,
ISTE-Wiley, 2014
- Image Processing Techniques for remote sensing , chap.5, F. Tupin, J. Inglada, G. Mercier
- Models and Processing of Radar Signals , chap.7, F. Tupin, J.-M. Nicolas, J.C. Souyris
- Analysis of Multi-temporal series and change detection , chap.8, F. Tupin, G. Mercier
- Elevation measurements , chap.9, M. Roux, O. dekoinville, F. Tupin, J.-M. Nicolas
- Radar Remote Sensing of
Urban areas,
Springer editions, 2011
- Fusion of optical and SAR images,
chap. 6, pp. 133-157, F. Tupin
- Estimation of urban DSM
from mono-aspect InSAR images, chap. 7, pp. 161-184, F.
Tupin,
C. Tison
- Multivariate Image
Processing, ISTE
Wiley,
- Fusion of optical and SAR
observations,
chap. 2, pp 39-51, F. Tupin
- Image processing, éditions
Hermes, under the supervision of H. Maître, 2003, translated in
English by
Editions Wiley (2008)
- Markov Random Fields,
chapter
6, M. Sigelle, F. Tupin
- SAR Image
Processing, éditions
Hermes,
under the supervision of H. Maître, 2001, translated in
English by Editions Wiley 2008, in Chinese by House of
Electronics Industry (2006)
- Reflectivity
estimation and SAR image
filtering chapter
6,
A.
Lopès, F. Tupin, S. LeHégarat-Mascle
- Classification
of SAR images, chapter
7, D. Ducrot,
F. Tupin, S. LeHégarat-Mascle
- Dection
of points, edges and lines,
chapter 8, F.
Tupin, A. Lopès
- Report of "Habilitation à diriger des recherches" :
- Champs de Markov sur
graphes pour le traitement des images radar images, F.
Tupin,
ENST, rapport
- Reconnaissance des
formes et analyse de scènes en imagerie radar à ouverture
synthétique, F.
Tupin, ENST, rapport
PhD
supervision
- 3D reconstruction in High Resolution SAR imagery and optical and
SAR data fusion:
- PhD of Céline
Tison: Interférométrie
RSO
à
haute résolution en milieu urbain : application au
calcul de MNS urbain (High
resolution SAR interferometry in urban areas),
thèse soutenue en mars 2004, en
co-encadrement avec H. Maître, PhD
- PhD of Gabrielle
Lehureau: Fusion de
données optique et
radar à haute résolution en milieu urbain (Fusion
of high resolution optical and SAR
data in urban areas) ,
thèse soutenue en avril 2010, en co-encadrement avec M.
Campedel, financement CNES / Magellium, PhD
- PhD of
Hélène Sportouche: Reconstruction
3D dans un cadre de
fusion optique / radar (3D
reconstruction by fusion of optical and SAR data),
thèse soutenue en dec. 2010, financement CIFRE Thales, PhD
- PhD of Flora Dellinger:
Descripteurs locaux pour
l'imagerie
satellitaire (Local descriptors
for
satellite images) PhD defended in july 2014,
co-supervision with Y. Gousseau, J. Delon, J. Michel, funding CNES PhD
- Tomography,3D, differential interferometry and ground movement monitoring:
- PhD of Ferdaous
Chaabane: Suivi
multitemporel en
interférometrie radar et prise en compte des effets
atmosphériques, thèse soutenue en mars 2004,
co-encadrement H. Maître
- PhD of
Pénélope Lopes-Quiroz: Utilisation
d'images SAR
interférométriques multi-temporelles pour l'étude
de mouvements de terrain, thèse soutenue en nov. 2008 en
co-encadrement avec M-P Doin du LMaboratoire de Géophysique de
l'ENS, PhD
- PhD of
Clément Rambour: Approches tomographiques structurelles pour l'analyse du milieu urbain par tomographie SAR THR, PhD defended in february 2019,
co-supervision with ONERA (H. Oriot) and L. Denis (LHC), funding Digiteo-Digicosme PhD
- PhD of
Emile Barbier-Renard: Deep learning and representation spaces for mumti-sensor satellite image interpretation, PhD started in oct.22,
co-supervision with L. Denis (LHC), funding AID and Télécom Paris
- PhD of
Victor Gaya: Frequency analysis in SAR imaging for 3D reconstruction, PhD started in oct.22,
co-supervision with B. Puysségur (CEA), funding CEA
- Radar signal, modeling and estimation:
- PhD of Charles
Deledalle: Régularisation,
extraction
d'informations
et interprétation en imagerie SAR
multi-modalités, thèse débutée en
octobre 2008, en co-encadrement avec L. Denis, Telecom
Saint-Etienne., PhD
- PhD of Jean-Baptiste
Poisson: Imagerie
SAR
circulaire,
thèse débutée en
octobre 2010, thèse ONERA, en co-encadrement avec H. Oriot
(ONERA).
- PhD of Sonia Tabti:
New image models for
restoration, understanding and change detection with SAR imagery,
thèse débutée en
octobre 2012, thèse CNRS/DGA, en co-encadrement avec L. Denis
(Laboratoire Hubert Curien, Telecom SaintEtienne) et Charles
Deledalle
(IMB Bordeaux) PhD.
- PhD of Gordana Draskovic:
Statistics of robust estimators and applications to SAR imagery,
PhD defended in september 2019, DIGITEO funding, co-supervision with F. Pascal
(L2S, CentraleSupelec).
- PhD of Xiangli Yang:
Use of deep learning approaches for speckle reduction,
doctoral stay 2017-2019, co-supervision with L. Denis
(China Science Council funding).
- PhD of Arthur Ouaknine:
Deep learning for exploiting radar signals in autonomous driving ,
PhD started in november 2018, co-supervision with A. Newson, P. Pérez, VALEO funding PhD.
- PhD of Emanuele Dalsasso:
Deep learning for SAR imaging,
PhD started in january 2019, co-supervision with L. Denis PhD.
- PhD of Zoe Berenger:
Deep learning and SAR tomography for forest imaging,
PhD started in oct. 2021, co-supervision with L. Denis and L. Ferro-Famil (IMT Futur and Rupture funding).
- SAR images classification and pattern recognition, multi-temporal
analysis:
- PhD of Dalila
Cherifi: Utilisation
d'un
modèle symbolique pour la détection du réseau
routier dans les images radar à ouverture synthétique (Use
of a symbolic model for road
extraction on SAR images),
thèse soutenue en mars
2005,
en co-encadrement
avec H. Maître
- PhD of Talita Perciano
(doctoral saty of 18 months): Combinaison
de données optique
et radar pour l'extraction de réseaux (Combination
of optical and SAR data for
road network extraction),
thèse
à l'Université de Sao Paulo, Brésil,
en co-encadrement
avec R. Cesar
- PhD of Xin Su: Multi-temporal SAR data analysis
and
processing, PhD
defended in march 2015, in collaboration with Hong Sun (Wuhan
University) PhD
- PhD of Sylvain Lobry:
Extraction
of water surfaces and hydrological network by SAR interferometry
with KaRIn / SWOT, PhD defended in november 2017, in collaboration with R. Fjortoft (CNES), funding CNES and Futur and Ruptures program (Mines Telecom Fondation) PhD
- PhD of Weiying Zhao:
Change detection and multi-temporal analysis of SAR times-series, PhD
defended in january 2019, in collaboration with H. Maitre, Chinese Science Council funding PhD
- PhD of Chenguang Liu:
Texture analysis and optical and SAR fusion, PhD
defended
in may 2020, in collaboration with Y. Gousseau and R. Abergel
- PhD of Nicolas Gasnier:
Use of multi-temporal and multi-sensor data for continental water body extraction in the context of the SWOT mission, PhD
started
in oct. 2018, co-supervision with R. Fjortoft and L. Denis (funding of CNES and C-S) PhD
- PhD of Ines Meraoumia:
Deep learning for remote sensing images interpretation, PhD
started
in oct. 2020, co-supervision with L. Denis (funding of Futur and Rupture program of IMT - Institut Mines Telecom)
- PhD of Aymen Shabou:
Champs de Markov et
optimisation par
coupe de capacité minimale: application à
l'interférométrie radar (Multi-label
MRF
energy minimization with graph-cuts: application to
interferometric
SAR phase reconstruction), soutenue
en oct. 2010, en co-encadrement avec J. Darbon, CMLA, PhD
- PhD of Rassim Hadjeres :
New approaches for non-linear blind source separation, application to remote sensing (), PhD started in oct. 2021, co-supervision C. Kervazo (Telecom Paris funding)
Scientific
projects
- 2021-2024 : ASTRAL project - ANR funding (Statistical learning for multi-dimensional SAR imagery)
- 2020-2022 : Exploiting spectral information for multi-temporal SAR series processing, with MAP5, CNES funding
- 2018-2022 : SWOT-ADT participation, CNES funding
- 2017-2020 : CEA project, DGA funding
- 2017-2019 : Multitemp-BIOMASS, CNES funding
- 2016-2020 : ALYS project (PI) ANR ASTRID DGA funding
- 2014-2018 : MIRIAM project (member) ANR funding
- 2014-2017 : PhD
funding of CNES and Futur and Rupture funding for SWOT
- 2013- : Member
of the Science Definition Team of SWOT
- 2013-2014 : participation
to PEPS BAYARAS (Estimateurs bayésiens asymétriques pour l'analyse
d'images SAR)
- 2011-2015 : participation
to the "Registration project" for CEA
- 2010-2011 : PI of a CNES project on SWOT data
(Extraction of hydrological network)
- 2008-2011: PI
of a REI project on "SAR image
regularization by functional
minimization" in collaboration with CMLA,
Laboratoire Hubert Curien and an industrial partner IPSIS
- 2008-2012 : Member of the ANR EFIDIR project
(Extraction et Fusion d'Informations
pour la Mesure des Déplacements en Imagerie Radar)
- 2008-2011 : PI
of the french part of the CMCU project in collaboration with SupCom
Tunis on differential interferometry
- 2008 : PI
of
the french part of the Galileo
project in collaboration with university of Naples Frederico II
- 2006-2007 : PI of
a CNES project on 3D
reconstruction using SAR and optical data
- 2005 : Member
of the Science Team of the
Tandem-X project of DLR
- 2004-2005 : PI
of 2 CNES projects on the
registration and 3D reconstruction using optical and SAR data
- 2003-2004 : PI
of a project on 3D reconstruction of isolated buildings using
radargrametry for french Defense
- 2002-2003 : PI of a
project on registration using network detection for french Defense
- 2002 : Member of
the european project SMART on human demining.
- 1999-2000: Member
of
TRIOS project (Thématique, Relief à
partir d'Imagerie Optique et SAR) for french defense
Collaborations
- Laboratoire Hubert Curien, Telecom Saint-Etienne
(L. Denis)
- IMB, Université Bordeaux I
(C. Deledalle)
- Université de Naples "Parthenope"
(V. Pascazio,
G. Ferraioli, G. Shirinzi, A. Budillon)
- Université de Pavie (P. Gamba)
- Université de Naples "Frederico
II" (D. Riccio)
- Institut de Physique du Globe de Paris / ENS (Laboratoire
de Géologie) (P.
Briole,
M.-P. Doin)
- SupCom Tunis: (F.
Chaabane)
- Jiatong Xi'An University
(Y. Wang)
- Wuhan University (H.
Sun)
Participation
to
the scientific community
- Reviewer for the journals : IEEE
Transactions on Image Processing,
IEEE Transactions on Geoscience and Remote Sensing, IEEE Geoscience
and
Remote Sensing Letters, International Journal of Remote Sensing,
Information Fusion, Journal of Photogrammetry and Remote Sensing,
Photogrammetric Engineering and Remote Sensing
- Conferences :
- General Chair of the
conference Urban
Remote
Sensing Joint Event 2007 with Michel Roux
- Member of the organizing
comitee of GRETSI 2003 in
Paris
- Member of the technical
Comitees of URBAN, Pattern Recognition in Remote
Sensing, ICIF
- Member of the program comitees of GRETSI 2013, RFIA 2014, GRETSI
2015, RFIA 16, GRETSI 2017, RFIA 18, GRETSI 2019, GRETSI 2022
- Chair of sessions in URBAN, EUSAR,
SPIE
Remote Sensing, IGARSS, GRETSI
- Organization of invited sessions IGARSS 2018, IGARSS 2019
- Tutorials: IGARSS 2016, IGARSS 2018, InGARSS 2021
Last update: 08/2022 par
Florence Tupin.