Research
interests
- Image
processing: Image fusion, restoration, inpainting, day for night.
- Computer vision: Background subtraction,
shape from silhouette.
- Numerical analysis: Shallow water simulation.
- Manifold learning: Dimension estimation,
clustering.
Publications
Journals
- Photographing Paintings by Image Fusion.
G. Haro, A. Buades, J.M. Morel. SIAM Journal on Imaging Sciences 5(3), pages 1055-1087, 2012.
- Shape from silhouette consensus.
G. Haro. Pattern Recognition 45(9), pages 3231-3244, 2012.
- Enhanced foreground segmentation and tracking combining Bayesian background, shadow and foreground modeling.
J. Gallego, M. Pardàs, G. Haro. Pattern Recognition Letters 33(12), pages 1558-1568, 2012.
- Shape from incomplete silhouettes based on the reprojection error.
G. Haro, M. Pardàs. Image and Vision Computing, 28(9), pages 1354-1368, 2010.
- Mathematical Methods for Diffusion MRI Processing
C. Lenglet, J.S.W. Campbell, M. Descoteaux, G. Haro, P. Savadjiev, D.
Wassermann, A. Anwander, R. Deriche, G.B. Pike, G. Sapiro, K. Siddiqi,
P. Thompson. Neuroimage - Special Issue on Mathematics in Brain Imaging, 45(1), Supplement 1, pages S111-S122, 2009.
- Flux-gradient and source term balancing for
certain high resolution shock-capturing schemes.
V. Caselles, R. Donat, G. Haro. Computers and Fluids, 38(1),
pages 16-36, 2009.
- Translated Poisson Mixture Model for
Stratification Learning. [code
available upon request]
G. Haro, G. Randall and G. Sapiro. International Journal of
Computer Vision,
80(3), pages 358-374, 2008.
- A
TV based restoration model with local constraints.
A. Almansa, C. Ballester, V. Caselles, and G. Haro. Journal
of Scientific Computing, 34(3), pages 209-236, 2008.
- On Geometric Variational Models for
Inpainting Surface Holes.
V. Caselles, G. Haro, G. Sapiro and J. Verdera. Computer
Vision and Image Understanding, 111(3), pages 351-373, 2008.
- Restoration and zoom of irregularly sampled,
blurred and noisy images
by accurate total variation minimization with local constraints.
A. Almansa, V. Caselles, G. Haro and B. Rougé. Multiscale
Modeling and Simulation, 5(1), pages 235-272, 2006.
- Visual Acuity in Day for Night.
G. Haro, M. Bertalmío, V. Caselles. International
Journal of Computer Vision, 69(1), pages 109-117, 2006.
Book
Chapters
- PDE-Based Image and Surface Inpainting.
M. Bertalmío, V. Caselles, G. Haro, and G. Sapiro.
In The Handbook of Mathematical Models in Computer Vision. Edited by N.
Paragios, Y. Chen, O. Faugeras, Springer 2005.
Proceedings
- Bayesian foreground segmentation and tracking using pixel-wise background model and region based foreground model.
J. Gallego, M. Pardàs, G. Haro. Proc. IEEE International Conference on Image Processing, Cairo, Egypt, November 2009.
- 3D shape from multi-camera views by error projection minimization.
G. Haro, M. Pardàs. Proc. 10th Workshop on Image Analysis for Multimedia Interactive Services, London, United Kingdom, May 2009.
- On the Non-Uniform Complexity of Brain
Connectivity.
G. Haro, C. Lenglet, G. Sapiro, P. Thompson. Proc. IEEE
Intl. Symposium on Biomedical Imaging: From Nano to Macro, Paris,
France, May 2008.
- Regularized Mixed Dimensionality and Density
Learning in Computer Vision.
G. Haro, G. Randall and G. Sapiro. Proceedings of 1st Workshop
on Component Analysis Methods for Classification, Clustering, Modeling
and Estimation Problems in Computer Vision, in conjunction with CVPR
2007.
- Stratification Learning: Detecting Mixed
Density and Dimensionality in High Dimensional Point Clouds.
G. Haro, G. Randall and G. Sapiro. Neural Information
Processing Systems, NIPS 2006.
- Visual Acuity in Day for Night.
G. Haro, M. Bertalmío, V. Caselles. Proceedings
of 2nd IEEE Workshop on Variational, Geometric and Level Set Methods in
Computer Vision, in conjunction with IEEE-ICCV, Nice, France, October
2003.
Reports
- 3D
registration of MRIa data and EEG/MEG (headshape).
G. Haro. Engineering Degree (MSc) Thesis, INRIA Sophia Antipolis,
France, November 2000.
- Numerical simulation of water erosion models
and some physical models in image processing.
G. Haro. Diploma of Advances Studies Degree Thesis, Universitat Pompeu
Fabra, September 2003.
PhD
Thesis
Slides and Posters
-
Stratification learning, December 2006. (poster)
- Image restoration, February, 2006. (slides)
- Shallow water equations, October 2004. (slides)
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