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Where's my phone

Authors: 

Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel O'Connor, Xavier Giro-i-Nieto

Publication Type: 
Refereed Conference Meeting Proceeding
Abstract: 
This work presents a retrieval pipeline and evaluation scheme for the problem of finding the last appearance of personal objects in a large dataset of images captured from a wearable camera. Each personal object is modelled by a small set of images that define a query for a visual search engine.The retrieved results are reranked considering the temporal timestamps of the images to increase the relevance of the later detections. Finally, a temporal interleaving of the results is introduced for robustness against false detections. The Mean Reciprocal Rank is proposed as a metric to evaluate this problem. This application could help into developing personal assistants capable of helping users when they do not remember where they left their personal belongings.
Conference Name: 
ACM Multimedia Conference 2016
Proceedings: 
ACM Multimedia Conference 2016
Digital Object Identifer (DOI): 
10.na
Publication Date: 
15/10/2016
Conference Location: 
Netherlands
Institution: 
Dublin City University (DCU)
Open access repository: 
Yes