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ACM Sigspatial GeoAI Workshop Program"},"content":{"rendered":"

4th International <\/span>Workshop on GeoAI<\/span><\/strong><\/h2>\n
\n

November 2, 2021 <\/span><\/p>\n

Time Zone: EDT<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

11:00 am<\/span><\/span><\/p>\n<\/td>\n

\n

11:10 am<\/span><\/p>\n<\/td>\n

\n

Welcome and announcements<\/span><\/b><\/b><\/p>\n<\/td>\n<\/tr>\n

\n

11:10 am<\/span><\/p>\n<\/td>\n

\n

11:50 am<\/span><\/p>\n<\/td>\n

\n

Academic
\nKeynote: Title TBD <\/span><\/b><\/p>\n

Prof. Tuia<\/span><\/span> Devis<\/span><\/span><\/strong><\/p>\n

Associate Professor, Environmental Computational Science and Earth Observation Laboratory, EPFL<\/span><\/strong><\/p>\n<\/td>\n<\/tr>\n

\n

11:50 am <\/span><\/p>\n<\/td>\n

\n

11:57 am<\/span><\/p>\n<\/td>\n

\n

Cross-Modal Learning of Housing Quality in Amsterdam<\/span><\/b><\/p>\n

Alex Levering, Diego Marcos, Ilan<\/span> Havinga<\/span> and Devis<\/span> Tuia<\/i><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

11:57 am<\/span><\/p>\n<\/td>\n

\n

12:04 pm<\/span><\/p>\n<\/td>\n

\n

Conflation of Geospatial POI Data and Ground-level Imagery via Link Prediction on Joint Semantic Graph<\/span><\/b><\/p>\n

Rutuja<\/span><\/span> Gurav<\/span>, Debraj<\/span> De, Gautam Thakur and Junchuan <\/span>Fan<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

12:04 pm<\/span><\/p>\n<\/td>\n

\n

12:30 pm<\/span><\/p>\n<\/td>\n

\n

Q&A; Paper Panel Discussion; <\/span><\/b><\/p>\n<\/td>\n<\/tr>\n

\n

12:30 pm<\/span><\/p>\n<\/td>\n

\n

1:00 pm<\/span><\/p>\n<\/td>\n

\n

Break<\/span><\/b><\/b><\/p>\n<\/td>\n<\/tr>\n

\n

1:00 pm<\/span><\/p>\n<\/td>\n

\n

1:10 pm<\/span><\/p>\n<\/td>\n

\n

Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation<\/span><\/b><\/p>\n

Ying Chen, Xu Ouyang, Kaiyue<\/span> Zhu and Gady<\/span> Agam<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

1:10 pm<\/span><\/p>\n<\/td>\n

\n

1:20 pm<\/span><\/p>\n<\/td>\n

\n

Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection<\/span><\/b><\/p>\n

Zekun<\/span><\/span> Li, Runyu <\/span>Guan, Qianmu<\/span> Yu, Yao-Yi Chiang and Craig A. Knoblock<\/span><\/i><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

1:20 pm<\/span><\/p>\n<\/td>\n

\n

1:27 pm<\/span><\/p>\n<\/td>\n

\n

Few-shot Learning for Post-disaster Structure Damage Assessment<\/span><\/b><\/p>\n

Jordan Bowman and Lexie Yang<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

1:27 pm<\/span><\/p>\n<\/td>\n

\n

1:37 pm<\/span><\/p>\n<\/td>\n

\n

Trinity: A No-Code AI Platform for Complex Spatial Datasets<\/span><\/b><\/p>\n

C V Krishnakumar Iyer<\/span>, Feili <\/span>Hou, Henry Wang, Yonghong<\/span> Wang, Kay Oh, Swetava<\/span> Ganguli and Vipul Pandey<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

1:37 pm<\/span><\/p>\n<\/td>\n

\n

2:00 pm<\/span><\/p>\n<\/td>\n

\n

Q&A; Paper Panel Discussion; <\/span><\/b><\/p>\n<\/td>\n<\/tr>\n

\n

2:00 pm<\/span><\/p>\n<\/td>\n

\n

2:30 pm<\/span><\/p>\n<\/td>\n

\n

Break<\/span><\/b><\/b><\/p>\n<\/td>\n<\/tr>\n

\n

2:30 pm<\/span><\/p>\n<\/td>\n

\n

3:10 pm<\/span><\/p>\n<\/td>\n

\n

Industry Keynote:
\nDetecting driving behaviors and crashes at 500 trips per second<\/span><\/strong><\/p>\n

Dr. Robert Nendorf, Director of Data Science and Collin Bennett, Data Engineering, Arity<\/span><\/strong><\/td>\n<\/tr>\n

\n

3:10 pm<\/span><\/p>\n<\/td>\n

\n

3:17 pm<\/span><\/p>\n<\/td>\n

\n

VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and Visualization Platform Using Deep Reinforcement Learning<\/span><\/b><\/p>\n

Jinmeng<\/span><\/span> Rao, Song Gao and Xiaojin<\/span> Zhu<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

3:17 pm<\/span><\/p>\n<\/td>\n

\n

3:24 pm<\/span><\/p>\n<\/td>\n

\n

Mapping Road Safety Barriers Across Street View Image Sequences: A Hybrid Object Detection and Recurrent Model<\/span><\/b><\/p>\n

Md Mostafijur <\/span>Rahman, Arpan Man Sainju<\/span>, Da Yan and Zhe Jiang<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

3:24 pm<\/span><\/p>\n<\/td>\n

\n

3:34 pm<\/span><\/p>\n<\/td>\n

\n

Location Classification Based on Tweets<\/span><\/b><\/b><\/p>\n

Elad<\/span><\/span> Kravi<\/span>, Yaron<\/span> Kanza, Benny Kimelfeld <\/span>and Roi Reichart<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

3:34 pm<\/span><\/p>\n<\/td>\n

\n

3:44 pm<\/span><\/p>\n<\/td>\n

\n

hex2vec – Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags<\/span><\/b><\/b><\/p>\n

Szymon Wo\u017aniak<\/span> and Piotr Szyma\u0144ski<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

\n

3:44 pm<\/span><\/p>\n<\/td>\n

\n

4:10 pm<\/span><\/p>\n<\/td>\n

\n

Q&A; Paper Panel Discussion; <\/span><\/b><\/b><\/p>\n<\/td>\n<\/tr>\n

\n

4:10 pm<\/span><\/p>\n<\/td>\n

\n

5:00 pm<\/span><\/p>\n<\/td>\n

\n

Wrap Up Discussion <\/span><\/b><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n<\/div>\n

 <\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

4th International Workshop on GeoAI November 2, 2021 Time Zone: EDT 11:00 am 11:10 am Welcome and announcements 11:10 am 11:50 am Academic Keynote: Title TBD Prof. Tuia Devis Associate Professor, Environmental Computational Science and Earth Observation Laboratory, EPFL 11:50 am 11:57 am Cross-Modal Learning of Housing Quality in Amsterdam Alex Levering, Diego Marcos, Ilan […]<\/p>\n","protected":false},"author":67,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1819","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages\/1819","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/users\/67"}],"replies":[{"embeddable":true,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/comments?post=1819"}],"version-history":[{"count":0,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages\/1819\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/media?parent=1819"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":1575,"date":"2021-02-16T11:24:46","date_gmt":"2021-02-16T16:24:46","guid":{"rendered":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/?page_id=1575"},"modified":"2023-06-05T12:37:28","modified_gmt":"2023-06-05T16:37:28","slug":"home","status":"publish","type":"page","link":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/home\/","title":{"rendered":"Home"},"content":{"rendered":"

\n

\"\"<\/p>\n

\n

ACM SIGSPATIAL<\/h2>\n<\/div>\n

The third series of GeoAI workshops will be held alongside SIGSPATIAL 2019<\/a>, in Chicago, IL.\u00a0GeoAI2019 aims to continue bringing together geoscientists, computer scientists, engineers, entrepreneurs, and decision makers from academia, industry, and government to discuss the latest trends, successes, challenges, and opportunities in the field of deep learning for geographical data mining, to provide actionable intelligence and power new geographic scientific discoveries. Through the workshop, attendees will be able to exchange the latest information on techniques and workflows used in artificial intelligence for spatial research. With a combination of geo-computational methods and geographic research, we invite you to join us at GeoAI2019.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

ACM SIGSPATIAL The third series of GeoAI workshops will be held alongside SIGSPATIAL 2019, in Chicago, IL.\u00a0GeoAI2019 aims to continue bringing together geoscientists, computer scientists, engineers, entrepreneurs, and decision makers from academia, industry, and government to discuss the latest trends, successes, challenges, and opportunities in the field of deep learning for geographical data mining, to […]<\/p>\n","protected":false},"author":67,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1575","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages\/1575","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/users\/67"}],"replies":[{"embeddable":true,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/comments?post=1575"}],"version-history":[{"count":0,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages\/1575\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/media?parent=1575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}},{"id":534,"date":"2019-07-24T11:21:44","date_gmt":"2019-07-24T15:21:44","guid":{"rendered":"http:\/\/upbeat-trampoline.flywheelsites.com\/?page_id=534"},"modified":"2024-07-03T18:48:18","modified_gmt":"2024-07-03T22:48:18","slug":"contacts","status":"publish","type":"page","link":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/contacts\/","title":{"rendered":"Organizers"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-534","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages\/534","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/comments?post=534"}],"version-history":[{"count":0,"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/pages\/534\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoai.ornl.gov\/acmsigspatial-geoai\/wp-json\/wp\/v2\/media?parent=534"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}]