A computer-implemented method is provided. The method includes classifying a video clip of consecutive video frames into one of predefined new classes in relation to a base training set class. The method further includes controlling a system of a motor vehicle for accident avoidance responsive to the one of the predefined classes indicating an impending collision. The classifying step includes extracting video frame features from the video clip. The classifying step further includes aggregating the video frame features of the consecutive video frames into a single frame feature to form a video level feature presentation. The classifying step also includes mapping, by a distance-based classifier, the video level feature presentation into a classification prediction based on cosine similarity.
VIDEO CLASSIFIER
2023-07-27
Patent
Electronic Resource
English
Tensor-based locally maximum margin classifier for image and video classification
British Library Online Contents | 2011
|DataCite | 2021
|Springer Verlag | 2016
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