238 citations · 461 across the 24 of their papers we have counts for
33 papers
A generative model to synthetize spatio-temporal dynamics of biomolecules in cells
Lisa Balsollier, Frédéric Lavancier, Jean Salamero +1
Generators of space-time dynamics in bioimaging have become essential to build ground truth datasets for image processing algorithm evaluation such as biomolecule detectors and tra…
On simulation of continuous determinantal point processes
Frédéric Lavancier, Ege Rubak
We review how to simulate continuous determinantal point processes (DPPs) and improve the current simulation algorithms in several important special cases as well as detail how cer…
Feller and ergodic properties of jump-move processes with applications to interacting particle systems
Ronan Le Guével, Frédéric Lavancier, Emilien Manent
We consider Markov processes that alternate continuous motions and jumps in a general locally compact polish space. Starting from a mechanistic construction, a first contribution o…
A registration error estimation framework for correlative imaging
Guillaume Potier, Frédéric Lavancier, Stephan Kunne +1
Correlative imaging workflows are now widely used in bioimaging and aims to image the same sample using at least two different and complementary imaging modalities. Part of the wor…
Asymptotic approximation of the likelihood of stationary determinantal point processes
Arnaud Poinas, Frédéric Lavancier
Continuous determinantal point processes (DPPs) are a class of repulsive point processes on with many statistical applications. Although an explicit expression of th…
Spatial birth-death-move processes : basic properties and estimation of their intensity functions
Frédéric Lavancier, Ronan Le Guével
Many spatio-temporal data record the time of birth and death of individuals, along with their spatial trajectories during their lifetime, whether through continuous-time observatio…