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GeoAI@SIGSPATIAL
2017
2020
2023
2017
2023
Keyphrases
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
Di Zhu
,
Song Gao
,
Guofeng Cao
Towards the intelligent era of spatial analysis and modeling.
GeoAI@SIGSPATIAL
(2022)
Mohammad Abboud
,
Karine Zeitouni
,
Yehia Taher
Fine-grained location prediction of non geo-tagged tweets: a multi-view learning approach.
GeoAI@SIGSPATIAL
(2022)
Meiliu Wu
,
Qunying Huang
IM2City: image geo-localization via multi-modal learning.
GeoAI@SIGSPATIAL
(2022)
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington, 1 November 2022
GeoAI@SIGSPATIAL
(2022)
Peng Luo
,
Di Zhu
Sensing overlapping geospatial communities from human movements using graph affiliation generation models.
GeoAI@SIGSPATIAL
(2022)
João Daniel Silva
,
João Magalhães
,
Devis Tuia
,
Bruno Martins
Remote sensing visual question answering with a self-attention multi-modal encoder.
GeoAI@SIGSPATIAL
(2022)
Wenwen Li
,
Chia-Yu Hsu
,
Sizhe Wang
,
Chandi Witharana
,
Anna Liljedahl
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons.
GeoAI@SIGSPATIAL
(2022)
Kacper Lesniara
,
Piotr Szymanski
highway2vec: representing OpenStreetMap microregions with respect to their road network characteristics.
GeoAI@SIGSPATIAL
(2022)
Jun Tang
,
Haoxiang Zhang
,
Binjie Zhang
,
Jiahui Jin
,
Yan Lyu
SPEMI: normalizing spatial imbalance with spatial eminence transformer for citywide region embedding.
GeoAI@SIGSPATIAL
(2022)
Sidi Wu
,
Raimund Schnürer
,
Magnus Heitzler
,
Lorenz Hurni
Unsupervised historical map registration by a deformation neural network.
GeoAI@SIGSPATIAL
(2022)
Orhun Aydin
,
Carlos Osorio-Murillo
,
Cheng-Chia Huang
Density-based cluster detection at multiple spatial scales via kullback-leibler divergence of reachability profiles.
GeoAI@SIGSPATIAL
(2022)
Yi Wang
,
Di Zhu
SHGCN: a hypergraph-based deep learning model for spatiotemporal traffic flow prediction.
GeoAI@SIGSPATIAL
(2022)
Min Namgung
,
Yao-Yi Chiang
Incorporating spatial context for post-OCR in map images.
GeoAI@SIGSPATIAL
(2022)
2021
Jordan Bowman
,
Lexie Yang
Few-shot Learning for Post-disaster Structure Damage Assessment.
GeoAI@SIGSPATIAL
(2021)
GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, Beijing, China, November 2, 2021
GeoAI@SIGSPATIAL
(2021)
Zekun Li
,
Runyu Guan
,
Qianmu Yu
,
Yao-Yi Chiang
,
Craig A. Knoblock
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection.
GeoAI@SIGSPATIAL
(2021)
Alex Levering
,
Diego Marcos
,
Ilan Havinga
,
Devis Tuia
Cross-Modal Learning of Housing Quality in Amsterdam.
GeoAI@SIGSPATIAL
(2021)
C. V. Krishnakumar Iyer
,
Feili Hou
,
Henry Wang
,
Yonghong Wang
,
Kay Oh
,
Swetava Ganguli
,
Vipul Pandey
Trinity: A No-Code AI platform for complex spatial datasets.
GeoAI@SIGSPATIAL
(2021)
Szymon Wozniak
,
Piotr Szymanski
hex2vec: Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags.
GeoAI@SIGSPATIAL
(2021)
Md Mostafijur Rahman
,
Arpan Man Sainju
,
Da Yan
,
Zhe Jiang
Mapping Road Safety Barriers Across Street View Image Sequences: A Hybrid Object Detection and Recurrent Model.
GeoAI@SIGSPATIAL
(2021)
Jinmeng Rao
,
Song Gao
,
Xiaojin Zhu
VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and Visualization Platform Using Deep Reinforcement Learning.
GeoAI@SIGSPATIAL
(2021)
Rutuja Gurav
,
Debraj De
,
Gautam S. Thakur
,
Junchuan Fan
Conflation of Geospatial POI Data and Ground-level Imagery via Link Prediction on Joint Semantic Graph.
GeoAI@SIGSPATIAL
(2021)
Ying Chen
,
Xu Ouyang
,
Kaiyue Zhu
,
Gady Agam
Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation.
GeoAI@SIGSPATIAL
(2021)
Elad Kravi
,
Yaron Kanza
,
Benny Kimelfeld
,
Roi Reichart
Location Classification Based on Tweets.
GeoAI@SIGSPATIAL
(2021)
2019
Aiman Soliman
,
Jeffrey A. Terstriep
Keras Spatial: Extending deep learning frameworks for preprocessing and on-the-fly augmentation of geospatial data.
GeoAI@SIGSPATIAL
(2019)
Yifang Yin
,
Abhinav Sunderrajan
,
Xiaocheng Huang
,
Jagannadan Varadarajan
,
Guanfeng Wang
,
Dhruva Sahrawat
,
Ying Zhang
,
Roger Zimmermann
,
See-Kiong Ng
Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories.
GeoAI@SIGSPATIAL
(2019)
Tengfei Xing
,
Yang Gu
,
Zhichao Song
,
Zhihui Wang
,
Yiping Meng
,
Nan Ma
,
Pengfei Xu
,
Runbo Hu
,
Hua Chai
A Traffic Sign Discovery Driven System for Traffic Rule Updating.
GeoAI@SIGSPATIAL
(2019)
Ying Chen
,
Xu Ouyang
,
Gady Agam
ChangeNet: Learning to Detect Changes in Satellite Images.
GeoAI@SIGSPATIAL
(2019)
Stephen Law
,
Mateo Neira
An unsupervised approach to geographical knowledge discovery using street level and street network images.
GeoAI@SIGSPATIAL
(2019)
Yanan Xin
,
Paul R. Adler
Mapping Miscanthus Using Multi-Temporal Convolutional Neural Network and Google Earth Engine.
GeoAI@SIGSPATIAL
(2019)
John Krumm
,
Kora Krumm
Land Use Inference from Mobility Traces.
GeoAI@SIGSPATIAL
(2019)
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019.
GeoAI@SIGSPATIAL
(2019)
Bo Peng
,
Xinyi Liu
,
Zonglin Meng
,
Qunying Huang
Urban Flood Mapping with Residual Patch Similarity Learning.
GeoAI@SIGSPATIAL
(2019)