GeoAI in Mapping II
Type: Virtual Paper
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Start / End Time: 4/10/2021 04:40 PM (Pacific Time (US & Canada)) - 4/10/2021 05:55 PM (Pacific Time (US & Canada))
Room: Virtual 43
Organizer(s):
Samantha Arundel
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Chairs: Samantha Arundel
Agenda
| Role | Participant |
| Presenter | Tolga Bakirman |
| Presenter | Yasin Wahid Rabby University of Tennessee |
| Presenter | Andong Ma Texas A&M University |
| Presenter | Yue Lin The Ohio State University |
| Presenter | Jian Lange Esri |
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Presentation(s), if applicable
Yue Lin, University of Chicago; Using deep learning and high accuracy regions for vehicle detection and traffic density estimation from traffic camera feeds |
Yasin Wahid Rabby, University of Tennessee; Application and Comparison of GIS-based Machine Learning Methods for Landslide Susceptibility Mapping in Three Upazilas of Rangamati Hill District, Bangladesh. |
Tolga Bakirman, Istanbul Technical University; Automatic Building Segmentation using Deep Learning Techniques: Case Study for Istanbul, Turkey |
Andong Ma, Texas A&M University; Hyperspectral image classification using fast sequential feature extraction and recurrent neural networks |
Jian Lange, Esri; Apply GIS and machine learning to predict urban growth |
Description
The use of artificial intelligence in the geographic realm (GeoAI) has made great inroads to answering spatial questions in the GIS, cartography and mapping fields. There are many applications that successfully incorporate AI solutions with mapping problems such as geographic feature extraction, geo-ontology design, understanding of place, historical map digitization, vehicle trajectory prediction, indoor navigation, and gazetteer conflation. A fast-growing field of inquiry, this session, presented in 2020 as AI for Mapping, will present current research and describe technologies continuing to be developed today and in the future. We welcome any presenters addressing these and any related subjects, including both basic and applied research on the role of GeoAI in addressing mapping issues.
GeoAI in Mapping II
Description
Virtual Paper
Session starts at 4/10/2021 04:40 PM (Pacific Time (US & Canada))
Contact the Primary Organizer
Samantha Arundel - sarundel@usgs.gov
Session Sponsored By
