IEEE - Institute of Electrical and Electronics Engineers, Inc. - Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Ishan Misra ; C. Lawrence Zitnick ; Margaret Mitchell ; Ross Girshick
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 2,930 - 2,939
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.320
Regular:

When human annotators are given a choice about what to label in an image, they apply their own subjective judgments on what to ignore and what to mention. We refer to these noisy "human-centric"... View More

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