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Where is my phone?: personal object retrieval from egocentric images

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10.1145/2983576.2983582
 
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Cita com:
hdl:2117/91329

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Reyes, Cristian
Mohedano, Eva
McGuinness, Kevin
O'Connor, Noel
Giró Nieto, XavierMés informacióMés informació
Document typeConference lecture
Defense date2016
PublisherAssociation for Computing Machinery (ACM)
Rights accessRestricted access - publisher's policy
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
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.
CitationReyes, C., Mohedano, E., McGuinness, K., O'Connor, N., Giro, X. Where is my phone?: personal object retrieval from egocentric images. A: Workshop on Lifelogging Tools and Applications. "Proceedings of the first Workshop on Lifelogging Tools and Applications". Amsterdam: Association for Computing Machinery (ACM), 2016, p. 55-62. 
URIhttp://hdl.handle.net/2117/91329
DOI10.1145/2983576.2983582
ISBN978-1-4503-4517-0
Publisher versionhttp://dl.acm.org/citation.cfm?id=2983582&CFID=684423763&CFTOKEN=51435486
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  • GPI - Grup de Processament d'Imatge i Vídeo - Ponències/Comunicacions de congressos [317]
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