@phdthesis{tong:tel-03741174, TITLE = {{Evidential deep neural network in the framework of Dempster-Shafer theory}}, AUTHOR = {Tong, Zheng}, URL = {https://theses.hal.science/tel-03741174}, NUMBER = {2022COMP2661}, SCHOOL = {{Universit{\'e} de Technologie de Compi{\`e}gne}}, YEAR = {2022}, MONTH = Mar, KEYWORDS = {Dempster-Shafer theory (DST) ; Belief function ; Deep neural networks (DNNs) ; Deep learning ; Pattern classification ; Semantic segmentation ; Convolutions ; Uncertainty ; R{\'e}seaux neuronaux profonds ; Apprentissage en profondeur ; Classification des motifs ; Segmentation s{\'e}mantique ; Fonctions de croyances}, TYPE = {Theses}, PDF = {https://theses.hal.science/tel-03741174/file/These_UTC_Zheng_Tong.pdf}, HAL_ID = {tel-03741174}, HAL_VERSION = {v1}, }