Florence Forbes
Florence Forbes
Director of Research, INRIA, Grenoble Rhone-Alpes
Verified email at inria.fr - Homepage
TitleCited byYear
The multimodal brain tumor image segmentation benchmark (BRATS)
BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ...
IEEE transactions on medical imaging 34 (10), 1993-2024, 2014
12932014
Deviance information criteria for missing data models
G Celeux, F Forbes, CP Robert, DM Titterington
Bayesian analysis 1 (4), 651-673, 2006
7982006
Bayesian clustering algorithms ascertaining spatial population structure: a new computer program and a comparison study
C Chen, E Durand, F Forbes, O François
Molecular Ecology Notes 7 (5), 747-756, 2007
6912007
EM procedures using mean field-like approximations for Markov model-based image segmentation
G Celeux, F Forbes, N Peyrard
Pattern recognition 36 (1), 131-144, 2003
3742003
Rigid and articulated point registration with expectation conditional maximization
R Horaud, F Forbes, M Yguel, G Dewaele, J Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (3), 587-602, 2010
1642010
A component-wise EM algorithm for mixtures
G Celeux, S Chrétien, F Forbes, A Mkhadri
Journal of Computational and Graphical Statistics 10 (4), 697-712, 2001
1572001
Hidden Markov random field model selection criteria based on mean field-like approximations
F Forbes, N Peyrard
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (9), 1089-1101, 2003
1452003
Multimodal MRI segmentation of ischemic stroke lesions
Y Kabir, M Dojat, B Scherrer, F Forbes, C Garbay
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
892007
Distributed local MRF models for tissue and structure brain segmentation
B Scherrer, F Forbes, C Garbay, M Dojat
IEEE Transactions on Medical Imaging 28 (8), 1278-1295, 2009
782009
A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering
F Forbes, D Wraith
Statistics and Computing 24 (6), 971-984, 2014
672014
Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach
L Chaari, T Vincent, F Forbes, M Dojat, P Ciuciu
IEEE transactions on Medical Imaging 32 (5), 821-837, 2012
662012
EM algorithms for weighted-data clustering with application to audio-visual scene analysis
ID Gebru, X Alameda-Pineda, F Forbes, R Horaud
IEEE transactions on pattern analysis and machine intelligence 38 (12), 2402 …, 2016
652016
Acoustic space learning for sound-source separation and localization on binaural manifolds
A Deleforge, F Forbes, R Horaud
International journal of neural systems 25 (01), 1440003, 2015
602015
High-dimensional regression with gaussian mixtures and partially-latent response variables
A Deleforge, F Forbes, R Horaud
Statistics and Computing 25 (5), 893-911, 2015
442015
Fully automatic brain tumor segmentation from multiple MR sequences using hidden Markov fields and variational EM
S Doyle, F Vasseur, M Dojat, F Forbes
Procs. NCI-MICCAI BraTS, 18-22, 2013
422013
Combining Monte Carlo and mean-field-like methods for inference in hidden Markov random fields
F Forbes, G Fort
IEEE Transactions on Image Processing 16 (3), 824-837, 2007
402007
An improved CUDA-based implementation of differential evolution on GPU
AK Qin, F Raimondo, F Forbes, YS Ong
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
382012
Finding audio-visual events in informal social gatherings
X Alameda-Pineda, V Khalidov, R Horaud, F Forbes
Proceedings of the 13th international conference on multimodal interfaces …, 2011
322011
Triplet Markov fields for the classification of complex structure data
J Blanchet, F Forbes
IEEE transactions on pattern analysis and machine intelligence 30 (6), 1055-1067, 2008
322008
Conjugate mixture models for clustering multimodal data
V Khalidov, F Forbes, R Horaud
Neural Computation 23 (2), 517-557, 2011
312011
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