Zhipeng Gui
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Paper Publications
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation
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Journal:International Journal of Geographic Information Science

Abstract:Maps in the form of digital images are widely available in geoportals, Web pages, and other data sources. The metadata of map images, such as spatial extents and place names, are critical for their indexing and searching. However, many map images have either mismatched metadata or no metadata at all. Recent developments in deep learning offer new possibilities for enriching the metadata of map images via image-based information extraction. One major challenge of using deep learning models is that they often require large amounts of training data that have to be manually labeled. To address thi

First Author:Hu, Y.*, Gui, Z.*, Wang, J., Li, M.

Indexed by:Journal paper

Document Code:10.1080/13658816.2021.1968407

Discipline:Natural Science

First-Level Discipline:Geography

Document Type:J

Volume:36

Issue:4

Page Number:799-821

Translation or Not:no

Date of Publication:2021-08-23

Included Journals:SSCI、SCI

Links to published journals:https://www.tandfonline.com/doi/full/10.1080/13658816.2021.1968407

Personal information

Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

School/Department:School of Remote Sensing and Information Engineering

Administrative Position:Deputy Dean of Geospatial Information Engineering

Education Level:研究生毕业

Business Address:Room 601, 6th Floor, Building No. 9, Information Campus, Wuhan University

Gender:Male

Contact Information:zhipeng.gui@whu.edu.cn

Alma Mater:Wuhan University

Discipline:Photogrammetry and Remote Sensing
Cartography and Geoinformation Engineering

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Honors and Titles

Outstanding Award, China Scientific and Technological Progress Award for Surveying and Mapping  2022

Second Award, China Scientific and Technological Progress Award for Surveying and Mapping  2021

Gold medal of the 6th teaching innovation competition of National College Teachers on self-made experimental teaching instrument and equipment (“Intelligent navigation software and hardware experime  2021

Nomination of Excellent Ph.D. Dissertation in Hubei Province  2012

The 7th ISPRS software Computer Assisted Teaching CONtest (CATCON) AWARD - 3rd Prize  2016

Outstanding Award, China Scientific and Technological Progress Award for Surveying and Mapping  2017

Luojia Young Scholar of Wuhan University  2016

Honor of Excellent Candlelight Engineering Instructor, Wuhan University  2016

Honor of the 5th Election of Excellent Teacher for Knowledge Impartment and Education Contribution, School of Remote Sensing and Information Engineering, Wuhan University  2021

Honor of the 4th Election of Excellent Teacher for Knowledge Impartment and Education Contribution, School of Remote Sensing and Information Engineering, Wuhan University  2020

Honor of the 2nd Election of Excellent Teacher for Knowledge Impartment and Education Contribution, School of Remote Sensing and Information Engineering, Wuhan University  2018

Best Reviewer Awards for journal IJDE, GSIS and etc.  2019

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