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Learning algorithm with noisy labels for video frame classification.

Authors :
Lee, Junggi
Kong, Kyeongbo
Song, Woo‐Jin
Source :
Journal of the Society for Information Display. Dec2020, Vol. 28 Issue 12, p997-1002. 6p.
Publication Year :
2020

Abstract

In this paper, we propose Recycling+, an algorithm that uses temporal information for video frame classification with noisy label. With the proposed algorithm, the network can be trained robustly through not only clean samples with original labels but also noisy samples with corrected labels obtained by temporal average predictions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10710922
Volume :
28
Issue :
12
Database :
Academic Search Index
Journal :
Journal of the Society for Information Display
Publication Type :
Academic Journal
Accession number :
147335849
Full Text :
https://doi.org/10.1002/jsid.959