@article {xCarne-Herrera, title = {EgoMemNet: Visual Memorability Adaptation to Egocentric Images}, year = {2016}, month = {06/2016}, institution = {4th Workshop on Egocentric (First-Person) Vision, CVPR 2016}, address = {Las Vegas, NV, USA}, abstract = {

This work explores the adaptation of visual memorability\ prediction for photos intentionally captured by handheld\ cameras, to images passively captured from an egocentric\ point of view by wearable cameras. The estimation of a visual\ memorability score for an egocentric images is a valuable\ cue when filtering among the large amount of photos\ generated by wearable cameras. For this purpose, a new\ annotation tool and annotated dataset are presented, used\ to fine-tune a pre-trained convolutional neural network.

Extended abstract presented as poster in the\ 4th Workshop on Egocentric (First-Person) Vision,\ CVPR 2016.

}, author = {Carn{\'e}-Herrera, Marc and Xavier Gir{\'o}-i-Nieto and Gurrin, Cathal} }