2022 ACM SIGSPATIAL GeoAI Workshop Program
| Time (PT) | Title | Author(s) | |
|---|---|---|---|
| 8:00-9:00 am | Breakfast | ||
| 9:00 - 9:10 am | Opening | ||
| 9:10-10:10 | Academic Keynote | Henry Medeiros, University of Florida | |
| 10:15-10:45 | Coffee Break | ||
| Full Paper Session (15 min for each full paper) | |||
| 10:45-11:00 | Sensing overlapping geospatial communities from human movements using graph affiliation generation models | Peng Luo and Di Zhu | |
| 11:00-11:15 | highway2vec - representing OpenStreetMap microregions with respect to their road network characteristics | Kacper Leśniara and Piotr Szymański | |
| 11:15-11:30 | Remote Sensing Visual Question Answering with a Self-Attention Multi-Modal Encoder | João Daniel Silva, Bruno Martins, Joao Magalhaes and Devis Tuia | |
| 11:30-11:45 | IM2City: Image Geo-localization via Multi-modal Learning | Meiliu Wu and Qunying Huang | |
| 11:45-12:00 | Density-Based Cluster Detection at Multiple Spatial Scales via Kullback-Leibler Divergence of Reachability Profiles | Orhun Aydin, Carlos Osorio Murillo and Cheng-Chia Huang | |
| 12:00-12:15 | SHGCN: A hypergraph-based deep learning model for spatiotemporal traffic flow prediction | Yi Wang and Di Zhu | |
| 12:15-12:30 | Fine-Grained Location Prediction of non Geo-tagged Tweets - A Multi-view Learning Approach | Mohammad Abboud, Karine Zeitouni and Yehia Taher | |
| 12:30-14:00 | Lunch Break | ||
| 14:00 - 15:00 | Industry Keynote: Machine Intelligence - Building Maps for Auto | Jing (David) Dai, Engineering Lead, Next Gen Maps at Google | |
| Short Paper Session (10 min for each short paper) | |||
| 15:00-15:10 | Towards the Intelligent Era of Spatial Analysis and Modeling | Di Zhu, Song Gao and Guofeng Cao | |
| 15:10-15:20 | Incorporating Spatial Context for Post-OCR in Map Images | Min Namgung and Yao-Yi Chiang | |
| 15:20-15:30 | Unsupervised Historical Map Registration by a Deformation Neural Network | Sidi Wu, Raimund Schnürer, Magnus Heitzler and Lorenz Hurni | |
| 15:35-16:05 | Coffee Break | ||
| 16:10-16:20 | Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features | Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Chandi Witharana and Anna Liljedahl | |
| 16:20-16:30 | SPEMI: Normalizing Spatial Imbalance with Spatial Eminence Transformer for Citywide Region Embedding | Jun Tang, Haoxiang Zhang, Binjie Zhang, Jiahui Jin and Yan Lv | |
| 16:30-17:00 | Wrap-up Discussions | ||