Guillaume Perrin

Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions

Morten Andreas Dahl Larsen, Mats Eriksson, Xavier Descombes et al. · International Journal of Remote Sensing · 2011 · 138 citations

Detection/delineation Algorithms, Forest Biometrics, Engineering +18

Track irregularities stochastic modeling

Guillaume Perrin, Christian Soize, Denis Duhamel et al. · Probabilistic Engineering Mechanics · 2013 · 76 citations · Full text

Engineering, Uncertainty Quantification, Stochastic System +5

A marked point process model for tree crown extraction in plantations

Guillaume Perrin, Xavier Descombes, Josiane Zerubia · 2005 · 61 citations

Plantation Images, Engineering, Forest Biometrics +25

A Deep Reinforcement Learning Approach for Early Classification of Time Series

C. Martinez, Guillaume Perrin, Emmanuel Ramasso et al. · 2018 · 58 citations · Full text

Artificial Intelligence, Early Classification, Engineering +15

3D particle shape modelling and optimization through proper orthogonal decomposition

Noura Ouhbi, Charles Voivret, Guillaume Perrin et al. · Granular Matter · 2017 · 52 citations · Full text

Geometric Modeling, Numerical Analysis, Engineering +14