IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep Transfer Mapping for Unsupervised Writer Adaptation

2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR)

Author(s): Hong-Ming Yang ; Xu-Yao Zhang ; Fei Yin ; Jun Sun ; Cheng-Lin Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2018
Conference Location: Niagara Falls, NY, USA, USA
Conference Date: 5 August 2018
Page(s): 151 - 156
ISBN (Electronic): 978-1-5386-5875-8
DOI: 10.1109/ICFHR-2018.2018.00035
Regular:

Convolutional neural network (CNN) has achieved great success in handwriting recognition. However, it relies on large set of labeled data in training and its performance will deteriorate when the... View More

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