10 citations · 15 across the 5 of their papers we have counts for
5 papers
Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination
Yuchen Bai, Jean-Baptiste Durand, Grégoire Vincent +1
LiDAR (Light Detection and Ranging) has become an essential part of the remote sensing toolbox used for biosphere monitoring. In particular, LiDAR provides the opportunity to map f…
Approximation of trees by self-nested trees
Romain Azaïs, Jean-Baptiste Durand, Christophe Godin
The class of self-nested trees presents remarkable compression properties because of the systematic repetition of subtrees in their structure. In this paper, we provide a better co…
Splitting models for multivariate count data
Pierre Fernique, Jean Peyhardi, Jean-Baptiste Durand
Considering discrete models, the univariate framework has been studied in depth compared to the multivariate one. This paper first proposes two criteria to define a sensu stricto m…
Parametric Modelling of Multivariate Count Data Using Probabilistic Graphical Models
Pierre Fernique, Jean-Baptiste Durand, Yann Guédon
Multivariate count data are defined as the number of items of different categories issued from sampling within a population, which individuals are grouped into categories. The anal…
Localizing the Latent Structure Canonical Uncertainty: Entropy Profiles for Hidden Markov Models
Jean-Baptiste Durand, Y. Guédon
This report addresses state inference for hidden Markov models. These models rely on unobserved states, which often have a meaningful interpretation. This makes it necessary to dev…