Publications
Journal papers
- W. Yin, S. Osher, D. Goladfarb and
J. Darbon
Bregman Iterative Algorithms for l1-Minimization with
Applications to Compressed Sensing
SIAM Journal on Imaging Sciences (SIIMS). Vol 1 n.1, pp. 143-168,
December 2006.
- J. Darbon and M. Sigelle
Image Restoration with Discrete Constrained Total
Variation Part I: Fast and Exact Optimization
Journal
of Mathematical Imaging and Vision (JMIV). Vol 26 n.3, pp. 261-276,
December 2006.
paper.
- J. Darbon and M. Sigelle
Image Restoration with Discrete Constrained Total
Variation Part II: Levelable Functions, Convex and Non-Convex Cases
Journal
of Mathematical Imaging and Vision (JMIV) Vol 26
n.3, pp. 277-291, December 2006.
paper.
- E. Konukoglu, E. Yorük, B. Sankur
and J. Darbon
Shape-Based Hand Recognition
IEEE Image Processing. Vol. 15, no. 7, pp 1803-1815,
July 2006. paper.
Conference papers
- L. Denis, F. Tupin,J. Darbon and M. Sigelle
Joint Filtering of SAR Interferometric Phase and
Amplitude Data in urban areas by TV
Minimization.
In the proceedings of the
2008 IEEE International Geoscience & Remote Sensing Symposium
(IGARSS'08), pages ???--??,
Boston, USA, 6-11 July 2008.
- L. Denis, F. Tupin,J. Darbon and M. Sigelle
A Regularization Approach for INSAR and Optical Data Fusion.
In the proceedings of the
2008 IEEE International Geoscience & Remote Sensing Symposium
(IGARSS'08), pages ???--??,
Boston, USA, 6-11 July 2008.
- J. Darbon, A. Cunha, T.F. Chan, S. Osher and
G.J. Jensen
Fast Nonlocal Filtering Applied to Electron
Cryomicroscopy.
In the proceedings of the IEEE
International Symposium on Biomedical Imaging: From Nano
to Macro, 2008.
(ISBI'08), pages ???--??,
Paris, France, 14-17 May 2008.
paper.
-
L. Denis, F. Tupin, J. Darbon and M. Sigelle.
A
Regularization Approach for INSAR and optical Data Fusion,
In the proceedings of seventh European Conference on Synthetic
Aperture Radar (EUSAR 08).
-
J. Darbon
Global Optimization for First Order Markov Random Fields with Submodular Priors,
In the proceedings
of the twelve International Workshop on
Combinatorial Image Analysis (IWCIA'08),
Buffalo, New York, USA April 3-4 2008.
paper.
- A. Cunha, J. Darbon, T.F. Chan and A. Toga.
Fast and Accurate Feature Fetection and Triangulation using Total Variation Filtering of Biological Images.
In the proceedings of the
IEEE International Symposium on Biomedical Imaging: From
Nano to Macro, 2007. (ISBI'07), pages 680--683,
Washington, USA, 12-15 April 2007.
paper.
- G. Fouquier, L. Likforman, J. Darbon
and B. Sankur.
The BIOSECURE Geometry-Based
System for Hand Modality.
In the proceedings of the
IEEE International Conference on Accoustic, Speech and Signal
Processing (ICASSP), vol. 1, pages 801--804, Hawaii, USA,
15-30 April 2007.
paper.
- J. Darbon.
A Note on the Dicerete Binary Mumford-Shah
Model.
In the proceedings of Computer
Vision/Computer Graphics Collaboration Techniques, (MIRAGE
2007), LNCS Series vol. 44182, pages 283--294, INRIA
Rocquencourt, France, 28-30 March 2007.
paper.
- J. Darbon, M. Sigelle and F. Tupin.
The use of levelable regularization functions for
MRF restoration of SAR images while preserving
reflectivity.
Accepted in IS&T/SPIE 19th
Annual Symposium
Electronic Imaging (oral presentation). Conference on
Computational Imaging (E112). San Jose (USA), 28 January-1
February 2007. paper.
- D. Lesage, J. Darbon and
C.B. Akgul .
An Efficient Algorithm for Connected Attribute Thinnings
and Thickenings.
In the proceedings of the 2nd International Symposium on
Visual Computing (ISVC 2006), LNCS Series vol. 4292, pages
393--404, November 6-8, 2006, Lake Tahoe, Nevada, USA.
paper.
- J. Darbon, R. Lassaigne and
S. Peyronnet.
Approximate Probabilistic Model Checking
for Programs.
In the electronic proceedings of the second
IEEE International Conference on Intelligent Computer
Communication and Processing (ICCP 2006), Cluj-Napoca, Romania,
September 2006.
- M. Chekroun, J. Darbon and
I. Ciril
On a Polynomial Vector Field for Shape
Representation
In the proceedings of the
International Conference on Image Analysis and Recognition
(ICIAR 2006), LNCS Series 4142, pages 386--397, September 18-20, 2006, Pova de Varzim,
Portugal. paper.
- J. Darbon and S.
Peyronnet
A Vectorial Self-Dual Morphological
Filter based on Total Variation Minimization
In
the proceedings of the 1st International Symposium on
Visual Computing (ISVC 2005), LNCS Series vol. 3804, pages
388--395, December 5-7, 2005, Lake
Tahoe, Nevada, USA. paper.
- J. Darbon
Total
Variation Minimization with $L^1$ Data Fidelity as a Contrast
Invariant Filter
In the proceedings of the 4th International Symposium
on Image and Signal Processing and Analysis (ISPA 2005), pp
221--226, September 15-17, 2005, Zagreb, Croatia. paper.
-
J. Darbon and C.B. Akgul
An efficient Algorithm for Attribute Openings and Closings
In the electornic proceddings of 13th European Signal Processing
Conference (EUSIPCO 2005),Antalya, Turkey, September 4-8, 2005.
paper.
-
J. Darbon and M. Sigelle
A Fast and Exact Algorithm for
Total Variation Minimization
In the proceedings of the 2nd Iberian Conference on
Pattern Recognition and Image Analysis
(IbPRIA 2005), LNCS series vol. 3522, pp 351--359, Estoril, Portugal,
June 7-9, 2005 (publisher's site)
-
J. Darbon and M. Sigelle
Exact Optimization of Discrete
Constrained Total Variation Minimization
Problems
In the proceedings
of the Tenth International Workshop on
Combinatorial Image Analysis (IWCIA
2004), R. Klette and J. Zunic (Eds.) : LNCS
series vol. 3322, pp. 548-557.
Auckland, New Zealand 1-3 december 2004 (publisher's site)
- E. Yörük, E. Konukoglu, B. Sankur, and
J. Darbon
Person Authentication Based in Hand Shape
In the electronic proceedings of the 12th European Signal
Processing Conference (EUSIPCO 2004), Vienna, Austria, September 6-10,
2004.
- E. Yörük, E. Konukoglu, B. Sankur, and
J. Darbon
Shape Based Hand Recognition
In the
proceedings of IEEE-SIU 2004, IEEE 12th Signal Processing and
Telecommunication Applications Conference, Kusadasi, Turkey, April
28-30, 2004.
-
J. Darbon , T. Geraud and A. Duret-Lutz
Generic
Implementation of Morphological Image Operators
In the Proceedings of the International Symposium on
Mathematical Morphology VI
(ISMM'2002
), pages 175--184, Sydney, New South Wales, Australia, April 2002.
paper.
-
T. Geraud, P.Y. Strub, and J. Darbon
Color Image
Segmentation Based on Automatic
Morphological Clustering
IEEE
International Conference on Image Processing
(ICIP'2001), vol. 3, page 70-73,
Thessaloniki, Greece, October 2001.paper.
-
J. Darbon , B. Sankur, and H. Maître
Error Correcting Code
Performance for Watermark Protection
In the Proceedings of the 13th Symposium SPIE on Electronic Imaging 2001 (EI'2001) --
Security and Watermarking of Multimedia Contents III (EI27),
vol. 4314, pages 663-672, San Jose, CA, USA, January
2001.paper.
Talks
-
Graph-cuts Methods for Image Processing.
Tutorial of 15h at the Summer School on Mathematical Imaging and Digital
Media in Singapore.
IMS, June 2008, Singapore.
-
Markovian Energies Minization Via Maximum Flow.
.
Seminar MMTI at Paris 6 Paris. May 2008.
-
Total Varition Minimization and maximum-flows
.
Seminar at University des Antilles-Guyanne,
Cayenne, French Guyana. May 2008.
-
Presentation of the paper: Fast Nonlocal Filtering
Applied to Electron Cryomicroscopy.
Paris, France
May 2008.
-
Total Variation Optimization and "Graph-cut".
.
Seminar at Rochester Institute of Technology
(RIT), Rochester, New York, USA. April 2008.
-
Presentation of the paper: Global Optimization for
First Order Markov Random Fields with Submodular Priors.
Buffalo, New York, USA. April 2008.
-
Total Variation Optimization and
"Graph-cut".
IPAM Seminar Graph Cuts and Related Discrete or Continuous Optimization Problems , Los Angeles, USA. February 2008.
-
Maximum-flows/Minimum-cuts Algorithms for Energy Minization.
Oral presentation at IPAM Workshop Cyber-Enabled
Discovery and Innovation: Knowledge Extraction,IPAM CDI, October
2007, Los Angeles, USA.
-
Discrete and Continuous Parametric Max-Flows,
"Graph-Cuts" and TV Optimization.
Colloquia of the department of computational and applied
mathematics of RICE University, October 2007, Houston, USA.
-
Total Variation Optimization and "Graph-cut".
Oral presentation at Banff International Research Station--Trends in Applied
Harmonic Analysis, September 24-28 2007, Banff, Canada,
September 24-28 2007, Banff, Canda.
-
Total Variation Optimization and "Graph-cut".
Oral presentation at International Congress on
Industrial and Applied Mathematics ICIAM 07, July
2007, Zurich, Switzerland.
-
L1-norm and Morphological Filters.
Image
processing seminar of UCLA, USA. April 2007.
-
Global Optimization of Markovian Energies with Pairwise
Interactions via Maximum-Flow.
Applied
Mathematics Colloquium of UCLA, USA. April 2007.
-
Fast and Exact Optimization of the discrete Total
Variation.
Seminar of SIEMENS Corp., Princeton, New Jersey, USA. March 2007.
-
Exact Optimization for Discrete Image Processing
Energies with Pairwise Submodular and Supermodular
Priors.
Seminar of INRIA Sophia-Antipolis, Nice, France. January 2007.
-
Exact Optimization for Discrete Image Processing
Energies with Pairwise Submodular and Supermodular
Priors.
Seminar of ENST, Paris, France. January 2007.
-
Presentation of the paper: An Efficient Algorithm
for Connected Attribute Thinnings and
Thickenings.
Lake Tahoe, Nevada,
USA. November 2006.
-
Minimum cuts in networks and its application to
exact optimization of non-convex energies.
Seminar at UCLA mathematics department, August 2006.
-
Minimum cuts in networks and its application to
exact optimization of TV-based model.
Seminar at UCLA mathematics department, June 2006 and
August 2006.
-
Fast and Exact L^1 + TV Minimization and some links with
Mathematical Morphology.
Seminar at ENST,
medical imaging group, June 2006
-
J. Darbon and M. Sigelle
Fast and Exact
Discrete Image Restoration Based on Total Variation and on Its
Extensions to Levelable Potentials.
SIAM Conference on Imaging Science 2006, May 15-17, 2006, Minneapolis, Minnesota, USA.
-
Image restoration with discrete Level Sets and Markovian
energies: exact optimization.
Seminar at ENST,
Recognition methods for speech, writing and gesture group,
March 2006.
-
Image Restoration with Markov Random Fields: Total
Variation, Levelable and Convex Energies.
Seminar at the Instituto Superio Téchnico (IST) Lisboa, Portugal,
January 2006.
- J. Darbon and M. Sigelle.
Restauration d'image par optimisation exacte de Champs de Markov : les
cas de la variation totale, des énergies nivellées et convexes.
Séminaire Méthodes Mathématiques du Traitement d'Images ,GDR MSPC Optimisation Discrète, Graph Cuts et Analyse d'Images, Paris,
November 2005.
-
Presentation of the paper: Total Variation Minimization with $L^1$ Data Fidelity as a Contrast Invariant Filter.
Zagreb, Crotia. September 2005.
-
Presentation of the paper: An efficient Algorithm for Attribute Openings and Closings.
Antalya, Turkey. September 2005.
- J. Darbon and M. Sigelle
Restauration d'image avec régularisation par variation
totale: Échantillonnage et optimisation
exacts.
Image Restauration based on
Total Variation: Exact Sampling and Exact
Optimization.
Séminaire Méthodes Mathématiques du Traitement d'Images , January 2005.
- Presentation of the paper: Exact Optimization of Discrete
Constrained Total Variation Minimization
Problems.
Auckland, New Zealand, December 2004.
- Presentation of the paper:
Generic Algorithmic Blocks dedicated to Image
Processing
ECOOP-PhD Workshop. Oslo, Norway,
June 2004.
-
Presentation of the paper: Generic Implementation of Morphological Operators.
Sydney, Australia, April 2002.
-
Presentation of the paper: Error Correcting Codes for Watermark Protection.
San Jose, USA, January 2001.
Research reports and other papers
- A. Chambolle and J. Darbon
On Total Variation Minimization and Surface Evolution using
Parametric Maximum
Flows.
UCLA
CAM Report 08-19, April 2008.
- L. Denis, F. Tupin J. Darbon and
M. Sigelle
SAR Image Regularization with Fast Approximate Discrete
Minimization.
UCLA
CAM Report 07-38, September 2007.
- Guy Gilboa, J. Darbon , Stanley
Osher and Tony F. Chan
Nonlocal Convex Functionals for Image Regularization.
UCLA CAM Report 06-57, October 2006.
- J. Darbon
Composants
logiciels et algorithmes de minimisation exacte d'énergies dédiées au
traitement des images
PhD Thesis, october 2005.
-
S. Lefebvre, J. Darbon and F. Neyret
Unified Texture Management for Arbitrary Meshes
INRIA research report RR-5210
- J. Darbon , T. Geraud and P. Bellot
Generic Algorithmic Blocks dedicated to Image
Processing
ECOOP-PhD Workshop. Oslo, Norway,
June 2004.paper.
-
T. Geraud, P.Y. Strub and J. Darbon
Segmentation d'Images en
Couleur par Classification Morphologique
Non Supervisée
International
Conference on Image and Signal Processing
(ICISP'2001),pages
387-394, edited by the Faculty of Sciences at Ibn Zohr University, Agadir, Moroco, May 2001.
Back to my homepage
Jerome Darbon
Last modified: Sun May 18 06:08:07 PDT 2008