Making a long story short: A multi-importance fast-forwarding egocentric videos with the emphasis on relevant objects.

•A multi-level semantic hyperlapse technique with a new temporal segmentation based on a multi-importance approach.•A fully automatic parameter setting via a bio-inspired algorithm.•Semantic extraction based on a Convolutional Neural Network model.•Thorough analysis of the usage of different motion estimation techniques.