TY  - CONF
AU  - Marc Bolaños
AU  - R. Mestre
AU  - Estefania Talavera
AU  - Xavier Giro
AU  - Petia Radeva
A2  - ICME
PY  - 2015//
TI  - Visual Summary of Egocentric Photostreams by Representative Keyframes
BT  - IEEE International Conference on Multimedia and Expo ICMEW2015
SP  - 1
EP  - 6
IS  - 978-1-4799-7079-7
KW  - egocentric
KW  - lifelogging
KW  - summarization
KW  - keyframes
N2  - Building a visual summary from an egocentric photostream captured by a lifelogging wearable camera is of high interest for different applications (e.g. memory reinforcement). In this paper, we propose a new summarization method based on keyframes selection that uses visual features extracted bymeans of a convolutional neural network. Our method applies an unsupervised clustering for dividing the photostreams into events, and finally extracts the most relevant keyframe for each event. We assess the results by applying a blind-taste test on a group of 20 people who assessed the quality of thesummaries.
SN  - 978-1-4799-7079-7
UR  - http://dx.doi.org/10.1109/ICMEW.2015.7169863
N1  - MILAB
ID  - Marc Bolaños2015
ER  -