METHOD AND DEVICE FOR CLASSIFYING AND LOCALISING OBJECTS IN IMAGE SEQUENCES, AND ASSOCIATED SYSTEM, COMPUTER PROGRAM AND STORAGE MEDIUM
METHOD AND DEVICE FOR CLASSIFYING AND LOCALISING OBJECTS IN IMAGE SEQUENCES, AND ASSOCIATED SYSTEM, COMPUTER PROGRAM AND STORAGE MEDIUM
A method and a device for classifying and localizing an object in an image sequence. The proposed method includes obtaining a sequence of one or more images captured by a camera; and determining, by a classifier-localizer module based on the obtained image sequence a class assigned to the object, the assigned class being selected from among a list of classes; and an estimated position of the object; the classifier-localizer module being configured based on reference image sequences to minimize a multi-objective loss function representative both of an objective of classification and an objective of object localization in the reference sequences.
❖SAFRAN·Jennifer VANDONI·§ 3/19 청구항·G6V 10/82, G6T 7/70, G6V 10/7768