Contact Me
meirav.galun@weizmann.ac.il
Tel: +972-8-9342141
Fax: +972-8-9342945 or +972-8-9344122
Research Interests
- Computer vision
- Medical imaging
- Data analysis
- Clustering and Classification
- Multiscale computational methods
- Statistical physics
Publications
- S. Naffar-Abu-Amara, T. Shay, M. Galun, N. Cohen, S. J. Isakoff, Z. Kam and B. Geiger
Identification of novel pro-migratory, cancer-associated genes using quantitative, microscopy-based screening
PlosOne,(2008)
- M. Galun, R. Basri and A. Brandt
Multiscale edge detection and fiber enhancement using differences of oriented means
IEEE International Conference on Computer Vision, Rio De Janeiro, ICCV-07, (2007)
- S. Alpert, M. Galun, R.Basri and A. Brandt
Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue
Integration
IEEE Conf. on Computer Vision and
Pattern Recognition, Minneapolis, CVPR-07 (2007)
- A. Akselrod-Ballin, M. Galun, M. J. Gomori, R. Basri and A. Brandt
Prior knowledge driven multiscale segmentation of brain MRI
The International Society and Conference Series on Medical
Image
Computing and Computer-Assisted Intervention, Brisbane, Australia, MICCAI-07, (2007)
- E. Sharon, M. Galun, D. Sharon, R. Basri and A. Brandt
Hierarchy and adaptivity in segmenting visual scenes
Nature, 442 (7104) :810–813 (2006)
- D. Kushnir, M. Galun and A. Brandt
Fast multiscale clustering and
manifold
identification
Special Issue of Similarity-Based Pattern Recognition,
Journal
of
Pattern Recognition, 39 :1876–1891 (2006)
- L. Gorelick, M. Galun, E. Sharon, R.Basri and A. Brandt
Shape
representation and
classification using the Poisson equation
IEEE Transactions on Pattern
Analysis and
Machine Intelligence, 28 (12), December (2006)
- B. Nadler and M. Galun
Fundamental Limitations of Spectral Clustering
Methods,
Neural Information Processing Systems Conference, Vancouver, NIPS-06, (2006)
- A. Akselrod-Ballin, M. Galun, M. J. Gomori, M. Filippi, P. Valsasina, R.
Basri and
A. Brandt
An integrated segmentation and classification approach applied to
multiple
sclerosis analysis
IEEE Conf. on Computer Vision and Pattern Recognition,
New-York, CVPR-06 (2006)
- A. Akselrod-Ballin, E. Eyal, M. Galun, E. Furman-Haran, J. M. Gomori, R.
Basri, H.
Degani and A. Brandt
3D automatic segmentation of the rat uterus in MRI
The
International Society for Optical Engineering Conf. on Medical Imaging, San
Diego,
SPIE-06, (2006)
- A. Akselrod-Ballin, M. Galun, M. J. Gomori, R. Basri and A. Brandt
Atlas
guided
identification of brain structures by combining 3D segmentation and SVM
classification
The International Society and Conference Series on Medical
Image
Computing and Computer-Assisted Intervention, Copenhagen, MICCAI-06, (2006)
- E. Eyal, A. Akselrod-Ballin, M. Galun, E. Furman-Haran, R. Basri, A.
Brandt and
H. Degani
Dynamic monitoring of the rat uterus using 3D automatic
segmentation,
Conf. of the International Society for Magnetic Resonance in Medicine,
Seattle,
IMSRM-06, (2006)
- M. Galun, A. Apartsin and R. Basri
Multiscale segmentation by combining
Motion
and Intensity Cues
IEEE Conf. on Computer Vision and Pattern Recognition, San
Diego, CVPR-05 Proceedings: 256–263 (2005)
- L. Gorelick, M. Galun, E. Sharon, R.Basri and A. Brandt
Shape
representation and
classification using the Poisson equation
IEEE Conf. on Computer Vision and
Pattern Recognition, Washington, DC, CVPR-04 Proceedings: 61–67 (2004)
- M. Galun, E. Sharon, R.Basri and A. Brandt
Texture segmentation by
multiscale
aggregation of filter responses and shape elements
Nice, ICCV-03 Proceedings:
716–723 (2003)
- A. Brandt, J. Mann, M. Brodski and M. Galun
A fast and accurate inversion
of the
Radon transform
SIAM Journal on Appl. Math. 60:437–462 (1999)
- A. Brandt and M. Galun
Optimal multigrid algorithms for variable-coupling
isotropic
Gaussian models
J. Stat. Phys. 88:637–664 (1997)
- A. Brandt and M. Galun
Optimal multigrid algorithms for the massive
Gaussian
model and path integrals
J. Stat. Phys. 82:1503–1518 (1996)
- A. Brandt, M. Galun and D. Ron
Optimal multigrid algorithms for
calculating
thermodynamic limits
J. Stat. Phys. 74:313–348 (1994)
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