Guinard, S., & Landrieu, L. (2017, June). Weakly supervised segmentation-aided classification of urban scenes from 3D LiDAR point clouds. In ISPRS Workshop 2017
Guinard, S., Landrieu, L., & Vallet, B. (2017). Pré-segmentation pour la classification faiblement supervisée de scènes urbaines à partir de nuages de points 3D LIDAR. ORASIS 2017
Guinard, S., & Vallet, B. (2018). Sensor-topology based simplicial complex reconstruction from mobile laser scanning. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 4, 121-128
Guinard, S., & Vallet, B. (2018). Weighted simplicial complex reconstruction from mobile laser scanning using sensor topology. Revue Française De Photogrammétrie Et De Télédétection, (217-218), 63–71
Guinard, S., Landrieu, L., Caraffa, L., & Vallet, B. (2019). PIECEWISE-PLANAR APPROXIMATION OF LARGE 3D DATA AS GRAPH-STRUCTURED OPTIMIZATION. ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 4
Guinard, S. A., Mallé, Z., Ennafii, O., Monasse, P., & Vallet, B. (2020). Planar Polygons Detection in LiDAR Scans Based on Sensor Topology Enhanced RANSAC. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2, 343-350
Guinard, S. (2020). Reconstruction et généralisation de complexes simpliciaux à partir de scans lidar de scènes urbaines (Doctoral dissertation, Paris Est)
Guinard, S, Riant, J.P., Michelin, J.C., Costa d’Aguiar, S. (2021). Fast Weakly Supervised Detection of Railway-Related Infrastructures in LiDAR Acquisitions. Accepted to ISPRS XXIVth Congress