IEEE - Institute of Electrical and Electronics Engineers, Inc. - Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks

Author(s): Johannes H. Uhl ; Stefan Leyk ; Yao-Yi Chiang ; Weiwei Duan ; Craig A. Knoblock
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2020
Volume: 8
Page(s): 6,978 - 6,996
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2963213
Regular:

Information extraction from historical maps represents a persistent challenge due to inferior graphical quality and the large data volume of digital map archives, which can hold thousands of... View More

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