Ph.D. Candidate in Computer Engineering
Research
Fusion of Multi-modal Sequences
for Image Guided Cardiac Interventions
Fusion of Multi-modal Sequences
for Image Guided Cardiac Interventions
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The quality of cardiac image sequences is often a compromise between
spatial and temporal resolutions. The fusion of high spatial cues (e.g.
from CT or MR) with high temporal cues (e.g. from fluoroscopy) will
bring sequences of high spatio-temporal resolution to cardiac
interventions. This will be solved with a mathematical framework
unifying 4D segmentation and registration.
Interesting papers: CiteULike |
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Publications
A Multilevel Graph Cuts Method for Fast Image Segmentation,
ICCV'05
(acceptance rate: 19%, cited by: 119)
[pdf]
Herve Lombaert, Yiyong Sun, Leo Grady, Chenyang Xu.
Landmark-based Non-rigid Registration via Graph Cuts,
ICIAR'07
(oral, acceptance rate: 44%, cited by: 5)
[pdf]
Herve Lombaert, Yiyong Sun, Farida Cheriet.
Fusion of Multimodal Cardiac Image Sequences, Polytechnique 2007
[pdf]
Herve Lombaert, Thesis Proposal
Spatio-Temporal Segmentation of the Heart in 4D MRI Images using Graph Cuts with Motion Cues,
ISBI'10
[pdf] Herve Lombaert, Farida Cheriet.
[pdf] Herve Lombaert, Farida Cheriet.
Geodesic Thin Plate Splines for Image Segmentation,
ICPR'10
[pdf]
Herve Lombaert, Farida Cheriet.
Fast 4D segmentation of large datasets using graph cuts,
SPIE'11
[pdf]
Herve Lombaert, Yiyong Sun, Farida Cheriet.
Human Statistical Atlas of Cardiac Fiber Architecture from DT-MRI,
ISMRM'11
(oral presentation)
[pdf]
Herve Lombaert, Jean-Marc Peyrat, Stanislas Rapacchi, Laurent Fanton, Herve Delingette, Nicholas Ayache, Pierre Croisille.
Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI,
FIMH'11
(oral, best paper award)
[pdf]
Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Patrick Clarysse, Herve Delingette, Nicholas Ayache.
Fast Brain Matching with Spectral Correspondence,
IPMI'11
(acceptance rate: 28%)
[pdf]
Herve Lombaert, Leo Grady, Jonathan R. Polimeni, Farida Cheriet.
Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts,
STACOM MICCAI'11
[pdf]
Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Herve Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle Magnin, Pierre Croisille.
Variability of the Human Cardiac Laminar Structure,
STACOM MICCAI'11
(oral presentation)
[pdf]
Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Herve Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle Magnin, Pierre Croisille.
Patents
Fast Automatic Brain Matching via Spectral Correspondence (2011)
L. Grady, H. Lombaert, J. R. Polimeni, F. Cheriet
13/107,002 (USA, China)
Interactive 4D Virtual Endoscopy for Cardiac Imaging (2007)
H. Lombaert, F. Sauer, Y. Sun, C. Xu.
60/857,637 (USA, China)
11/874,975 (USA, China)
11/874,975 (USA, China)
Intuitive User Interface for Endoscopic View Visualization (2007)
N. Rahn, C. Xu, Y. Sun, S. Baker, M. John, H. Lombaert.
11/227,807 (USA)
Fast 4D Segmentation of Large Datasets Using Graph Cuts (2007)
Y. Sun, H. Lombaert, F. Cheriet.
60/908,740 (USA)
Multilevel Image Segmentation (2006)
Y. Sun, H. Lombaert, L. Grady, C. Xu.
11/313,102 (USA, India)
Ultrasound Frame Compensation and Compounding
(pending)
Prizes
NSERC Alexander Graham Bell Canada Graduate Scholarship (CGS-D)
Chosen among the highest-caliber candidates in Canada
FQRNT Doctoral Scholarship
Ranked 8th among all doctoral applicants in the province of Quebec
Best Paper Award at FIMH'11
Major conference in cardiac image processing
Student Travel Bursary at IPMI'11
Student Travel Bursary at ICPR'11
Best Lab Teacher among all disciplines, Gala Meritas Polytechnique, 2001
First prize Computer Graphics Image Contest, Polytechnique, 2001
Funding
NSERC Alexander Graham Bell Canada Graduate Scholarship (CGS-D)
70,000 CAD
(2 years)
Siemens Scholarship
(undisclosed)
(2 years)
Ecole Polytechnique/LIV4D Student Financial Aid
(undisclosed)
(2 years)
Siemens Stipend
(undisclosed)
(3 months)
INRIA/Egide Stipend
12,000 EUR
(10 months)
NSERC Michael Smith (CGS-MSFSS)
6,000 CAD
(6 months)
IAPR Travel Grant
700 USD
(1 week)
IPMI Travel Grant
300 Eur
(1 week)
Upcoming deadlines
ECCV, European Conference on Computer Vision.
March 17th
MICCAI, Medical Image Computing and Computer Assisted Intervention.
March 11th
ICIP, International Conference on Image Processing.
February 8th
ICPR, International Conference on Pattern Recognition.
January 25th
ISBI, International Symposium on Biomedical Imaging.
November 2nd