SVM Classifier Fusion Using Belief Functions: Application to Hyperspectral Data Classification. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (BELIEF, 2016)

Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (QCAV, 2017)

Evidential framework for Error Correcting Output Code classification. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (Eng. Appl. Artif. Intell., 2018)

Evidential split-and-merge: Application to object-based image analysis. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (Int. J. Approx. Reason., 2018)

Multilayer Joint Segmentation Using MRF and Graph Cuts. - Nicolas Lermé; Sylvie Le Hégarat-Mascle; François Malgouyres; Marie Lachaize (J. Math. Imaging Vis., 2020)

When the Small-Loss Trick is Not Enough: Multi-label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections. - Keryan Chelouche; Marie Lachaize; Marine Bernard; Louise Olgiati; Rémi Cuingnet (ECCV Workshops (4), 2024)

Reliable recommendations for CCTV sewer inspections through multi-label image classification. - Rémi Cuingnet; Marine Bernard; Phillipe R. Sampaio; Ines Sakhri; Keryan Chelouche; Jérôme Jossent; Islam Doumi; Emmanuelle Gaudichet; Damien Chenu; Aude Maitrot; Marie Lachaize (Adv. Eng. Informatics, 2025)