GeoAI@SIGSPATIAL

Publications

2023

Girisha S, Hrishikesh Singh Yadav, Divyanshu Manawat, Savitha G, Shreesha Surathkal
Self-Attention Driven Decoder for SAR Image-based Semantic Flood Zone Segmentation. GeoAI@SIGSPATIAL (2023)
Peter Mooney, Wencong Cui, Boyuan Guan, Levente Juhász
Towards Understanding the Geospatial Skills of ChatGPT: Taking a Geographic Information Systems (GIS) Exam. GeoAI@SIGSPATIAL (2023)
Haolin Liang, Shawn D. Newsam
Plane Segmentation in Outdoor Imagery: Unsupervised Training Using Synthetic Data. GeoAI@SIGSPATIAL (2023)
Samantha T. Arundel, Wenwen Li, Bryan B. Campbell
Reimagining standardization and geospatial interoperability in today's GeoAI culture. GeoAI@SIGSPATIAL (2023)
Shrey Malvi, Hitansh Shah, Niketan Chandarana, Mirali Purohit, Jacob B. Adler, Hannah Kerner
Automated Multi-class Crater Segmentation in Mars Orbital Images. GeoAI@SIGSPATIAL (2023)
Christoph F. Eick, Md. Mahin, Guoning Chen, Honghai Zhang
On Threshold Correlation with Application to Studying the Relationship of Temperature and Relative Humidity. GeoAI@SIGSPATIAL (2023)
Keiichi Ochiai, Masayuki Terada, Hiroaki Sano, Makoto Hanashima, Yuichiro Usuda
Anomaly Detection for Population Dynamics using Autoencoder Leveraging Periodic Residual Component in Disaster Situations. GeoAI@SIGSPATIAL (2023)
Anthony C. Robinson, Arzu Çöltekin, Amy L. Griffin, Florian Ledermann
Cartography in GeoAI: Emerging Themes and Research Challenges. GeoAI@SIGSPATIAL (2023)
Wenwen Li, Hyunho Lee, Sizhe Wang, Chia-Yu Hsu, Samantha T. Arundel
Assessment of a new GeoAI foundation model for flood inundation mapping. GeoAI@SIGSPATIAL (2023)
Piotr Gramacki, Kacper Lesniara, Kamil Raczycki, Szymon Wozniak, Marcin Przymus, Piotr Szymanski
SRAI: Towards Standardization of Geospatial AI. GeoAI@SIGSPATIAL (2023)
Betty Heller-Kaikov, Roland Pail, Martin Werner
Signal Separation in Global, Temporal Gravity Data. GeoAI@SIGSPATIAL (2023)
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany, 13 November 2023 GeoAI@SIGSPATIAL (2023)
Xue Xia, Chenjing Jiao, Lorenz Hurni
Contrastive Pretraining for Railway Detection: Unveiling Historical Maps with Transformers. GeoAI@SIGSPATIAL (2023)
Miguel Gonçalves, Bruno Martins, Jacinto Estima
A Detailed Analysis on the Use of General-purpose Vision Transformers for Remote Sensing Image Segmentation. GeoAI@SIGSPATIAL (2023)
Daniele Donghi, Anne Morvan
GeoVeX: Geospatial Vectors with Hexagonal Convolutional Autoencoders. GeoAI@SIGSPATIAL (2023)
Ziyue Li, Hao Yan, Chen Zhang, Wolfgang Ketter, Fugee Tsung
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. GeoAI@SIGSPATIAL (2023)
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. GeoAI@SIGSPATIAL (2023)

2022

2021

2019