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Author | Maedeh Aghaei; Mariella Dimiccoli; Petia Radeva | ||||
Title | All the people around me: face clustering in egocentric photo streams | Type | Conference Article | ||
Year | 2017 | Publication | 24th International Conference on Image Processing | Abbreviated Journal | |
Volume | Issue | Pages | |||
Keywords | face discovery; face clustering; deepmatching; bag-of-tracklets; egocentric photo-streams | ||||
Abstract | arxiv1703.01790
Given an unconstrained stream of images captured by a wearable photo-camera (2fpm), we propose an unsupervised bottom-up approach for automatic clustering appearing faces into the individual identities present in these data. The problem is challenging since images are acquired under real world conditions; hence the visible appearance of the people in the images undergoes intensive variations. Our proposed pipeline consists of first arranging the photo-stream into events, later, localizing the appearance of multiple people in them, and finally, grouping various appearances of the same person across different events. Experimental results performed on a dataset acquired by wearing a photo-camera during one month, demonstrate the effectiveness of the proposed approach for the considered purpose. |
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Address | Beijing; China; September 2017 | ||||
Corporate Author | Thesis | ||||
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Language | Summary Language | Original Title | |||
Series Editor | Series Title | Abbreviated Series Title | |||
Series Volume | Series Issue | Edition | |||
ISSN | ISBN | Medium | |||
Area | Expedition | Conference | ICIP | ||
Notes | MILAB; no menciona | Approved | no | ||
Call Number | Admin @ si @ EDR2017 | Serial | 3025 | ||
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