Citations (46)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (8)
Karim Malik, Colin Robertson, Steven A. Roberts, Tarmo K. Remmel & Jed A. Long. (2023) Computer vision models for comparing spatial patterns: understanding spatial scale. International Journal of Geographical Information Science 37:1, pages 1-35.
Read now
Read now
Zhihao Sun, Zhenghong Peng, Yang Yu & Hongzan Jiao. (2022) Deep convolutional autoencoder for urban land use classification using mobile device data. International Journal of Geographical Information Science 36:11, pages 2138-2168.
Read now
Read now
Yongyang Xu, Shuai Jin, Zhanlong Chen, Xuejing Xie, Sheng Hu & Zhong Xie. (2022) Application of a graph convolutional network with visual and semantic features to classify urban scenes. International Journal of Geographical Information Science 36:10, pages 2009-2034.
Read now
Read now
Kun Zhao, Tian Yu, Lijian Zhou, Tingyuan Nie & Siyuan Hao. (2022) FAWNet: two-phase attention based street view image classification for urban land use analysis. Remote Sensing Letters 13:9, pages 958-968.
Read now
Read now
Zhinan Qiao & Xiaohui Yuan. (2021) Urban land-use analysis using proximate sensing imagery: a survey. International Journal of Geographical Information Science 35:11, pages 2129-2148.
Read now
Read now
Fang Fang, Yafang Yu, Shengwen Li, Zejun Zuo, Yuanyuan Liu, Bo Wan & Zhongwen Luo. (2021) Synthesizing location semantics from street view images to improve urban land-use classification. International Journal of Geographical Information Science 35:9, pages 1802-1825.
Read now
Read now
Chaowei Yang, Keith Clarke, Shashi Shekhar & C. Vincent Tao. (2020) Big Spatiotemporal Data Analytics: a research and innovation frontier. International Journal of Geographical Information Science 34:6, pages 1075-1088.
Read now
Read now
Yue Lin, Mengjun Kang, Yuyang Wu, Qingyun Du & Tao Liu. (2020) A deep learning architecture for semantic address matching. International Journal of Geographical Information Science 34:3, pages 559-576.
Read now
Read now
Articles from other publishers (38)
Cheng Liu & Weixuan Song. (2024) Mapping property redevelopment via GeoAI: Integrating computer vision and socioenvironmental patterns and processes. Cities 144, pages 104644.
Crossref
Crossref
Wen Zhou, Claudio Persello, Mengmeng Li & Alfred Stein. (2023) Building use and mixed-use classification with a transformer-based network fusing satellite images and geospatial textual information. Remote Sensing of Environment 297, pages 113767.
Crossref
Crossref
Fathima Nishara Abdeen, Sara Shirowzhan & Samad M.E. Sepasgozar. (2023) Citizen-centric digital twin development with machine learning and interfaces for maintaining urban infrastructure. Telematics and Informatics 84, pages 102032.
Crossref
Crossref
Xiucheng Liang, Tianhong Zhao & Filip Biljecki. (2023) Revealing spatio-temporal evolution of urban visual environments with street view imagery. Landscape and Urban Planning 237, pages 104802.
Crossref
Crossref
Negin Zarbakhsh & Gavin McArdle. (2023) Points-of-Interest from Mapillary Street-level Imagery: A Dataset For Neighborhood Analytics. Points-of-Interest from Mapillary Street-level Imagery: A Dataset For Neighborhood Analytics.
Xucai Zhang, Xiaoping Liu, Kai Chen, Fangli Guan, Miao Luo & Haosheng Huang. (2023) Inferring building function: A novel geo-aware neural network supporting building-level function classification. Sustainable Cities and Society 89, pages 104349.
Crossref
Crossref
Eike Jens Hoffmann, Karam Abdulahhad & Xiao Xiang Zhu. (2023) Using social media images for building function classification. Cities 133, pages 104107.
Crossref
Crossref
雪宁 夏. (2023) The Spatial-Temporal Variation Characteristics and Ecological Effects of Urban Green Space in Jinan. Geographical Science Research 12:02, pages 184-199.
Crossref
Crossref
Fang Fang, Linyun Zeng, Shengwen Li, Daoyuan Zheng, Jiahui Zhang, Yuanyuan Liu & Bo Wan. (2022) Spatial context-aware method for urban land use classification using street view images. ISPRS Journal of Photogrammetry and Remote Sensing 192, pages 1-12.
Crossref
Crossref
Yan Zhang, Fan Zhang & Nengcheng Chen. (2022) Migratable urban street scene sensing method based on vision language pre-trained model. International Journal of Applied Earth Observation and Geoinformation 113, pages 102989.
Crossref
Crossref
Frederico Damasceno Bortoloti, Jonivane Tavares, Thomas Walter Rauber, Patrick Marques Ciarelli & Rayane Cardozo Gama Botelho. (2022) An annotated image database of building facades categorized into land uses for object detection using deep learning. Machine Vision and Applications 33:5.
Crossref
Crossref
Maxime Faure, Sylvain Lobry, Camille Kurtz & Laurent Wendling. (2022) Embedding Spatial Relations in Visual Question Answering for Remote Sensing. Embedding Spatial Relations in Visual Question Answering for Remote Sensing.
Guiyun Liu, Rubén González Crespo & Adhiyaman Manickam. (2022) The Capture and Evaluation System of Student Actions in Physical Education Classroom Based on Deep Learning. Journal of Interconnection Networks 22:Supp05.
Crossref
Crossref
Fangfang Li, Yiheng Lu, Xingliang Mao, Junwen Duan & Xiyao Liu. (2022) Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching. Neural Computing and Applications 34:11, pages 8919-8931.
Crossref
Crossref
Min Yang, Bo Kong, Ruirong Dang & Xiongfeng Yan. (2022) Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method. International Journal of Applied Earth Observation and Geoinformation 108, pages 102753.
Crossref
Crossref
Weipeng Lu, Chao Tao, Haifeng Li, Ji Qi & Yansheng Li. (2022) A unified deep learning framework for urban functional zone extraction based on multi-source heterogeneous data. Remote Sensing of Environment 270, pages 112830.
Crossref
Crossref
Yao Yao, Xiaoqin Yan, Peng Luo, Yuyun Liang, Shuliang Ren, Ying Hu, Jian Han & Qingfeng Guan. (2022) Classifying land-use patterns by integrating time-series electricity data and high-spatial resolution remote sensing imagery. International Journal of Applied Earth Observation and Geoinformation 106, pages 102664.
Crossref
Crossref
Kun Zhao, Yongkun Liu, Siyuan Hao, Shaoxing Lu, Hongbin Liu & Lijian Zhou. (2022) Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-17.
Crossref
Crossref
Xavier Romão & Fernando Lobo Pereira. 2022. Industry 4.0 for the Built Environment. Industry 4.0 for the Built Environment
315
340
.
Luisa Velasquez-Camacho, Adrián Cardil, Midhun Mohan, Maddi Etxegarai, Gabriel Anzaldi & Sergio de-Miguel. (2021) Remotely Sensed Tree Characterization in Urban Areas: A Review. Remote Sensing 13:23, pages 4889.
Crossref
Crossref
Dalton Lunga, Yingjie Hu, Shawn Newsam, Song Gao, Bruno Martins, Lexie Yang & Xueqing Deng. (2022) GeoAI at ACM SIGSPATIAL. SIGSPATIAL Special 13:3, pages 21-32.
Crossref
Crossref
Filip Biljecki & Koichi Ito. (2021) Street view imagery in urban analytics and GIS: A review. Landscape and Urban Planning 215, pages 104217.
Crossref
Crossref
Ilan Havinga, Diego Marcos, Patrick W. Bogaart, Lars Hein & Devis Tuia. (2021) Social media and deep learning capture the aesthetic quality of the landscape. Scientific Reports 11:1.
Crossref
Crossref
Behnam Nikparvar & Jean-Claude Thill. (2021) Machine Learning of Spatial Data. ISPRS International Journal of Geo-Information 10:9, pages 600.
Crossref
Crossref
Jonathan Cinnamon & Lindi Jahiu. (2021) Panoramic Street-Level Imagery in Data-Driven Urban Research: A Comprehensive Global Review of Applications, Techniques, and Practical Considerations. ISPRS International Journal of Geo-Information 10:7, pages 471.
Crossref
Crossref
Jiadi Yin, Ping Fu, Nicholas A. S. Hamm, Zhichao Li, Nanshan You, Yingli He, Ali Cheshmehzangi & Jinwei Dong. (2021) Decision-Level and Feature-Level Integration of Remote Sensing and Geospatial Big Data for Urban Land Use Mapping. Remote Sensing 13:8, pages 1579.
Crossref
Crossref
John E. Vargas-Munoz, Shivangi Srivastava, Devis Tuia & Alexandre X. Falcao. (2021) OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing. IEEE Geoscience and Remote Sensing Magazine 9:1, pages 184-199.
Crossref
Crossref
Yulin Yan & Youngryel Ryu. (2021) Exploring Google Street View with deep learning for crop type mapping. ISPRS Journal of Photogrammetry and Remote Sensing 171, pages 278-296.
Crossref
Crossref
Fernando Terroso‐Saenz, Andres Muñoz & Francisco Arcas. (2020) Land‐use dynamic discovery based on heterogeneous mobility sources. International Journal of Intelligent Systems 36:1, pages 478-525.
Crossref
Crossref
Aleksandar Milosavljević. (2020) Automated Processing of Remote Sensing Imagery Using Deep Semantic Segmentation: A Building Footprint Extraction Case. ISPRS International Journal of Geo-Information 9:8, pages 486.
Crossref
Crossref
Rui Cao, Wei Tu, Cuixin Yang, Qing Li, Jun Liu, Jiasong Zhu, Qian Zhang, Qingquan Li & Guoping Qiu. (2020) Deep learning-based remote and social sensing data fusion for urban region function recognition. ISPRS Journal of Photogrammetry and Remote Sensing 163, pages 82-97.
Crossref
Crossref
Wubeshet Damtea, Dongyeob Kim & Sangjun Im. (2020) Spatiotemporal Analysis of Land Cover Changes in the Chemoga Basin, Ethiopia, Using Landsat and Google Earth Images. Sustainability 12:9, pages 3607.
Crossref
Crossref
Rafał Wróżyński, Krzysztof Pyszny & Mariusz Sojka. (2020) Quantitative Landscape Assessment Using LiDAR and Rendered 360° Panoramic Images. Remote Sensing 12:3, pages 386.
Crossref
Crossref
Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang & Yu Liu. (2020) Mapping Human Activity Volumes Through Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 5652-5668.
Crossref
Crossref
Yingjie Hu, Song Gao, Dalton Lunga, Wenwen Li, Shawn Newsam & Budhendra Bhaduri. (2019) GeoAI at ACM SIGSPATIAL. SIGSPATIAL Special 11:2, pages 5-15.
Crossref
Crossref
Shivangi Srivastava, John E. Vargas-Muñoz & Devis Tuia. (2019) Understanding urban landuse from the above and ground perspectives: A deep learning, multimodal solution. Remote Sensing of Environment 228, pages 129-143.
Crossref
Crossref
Eike Jens Hoffmann, Yuanyuan Wang, Martin Werner, Jian Kang & Xiao Xiang Zhu. (2019) Model Fusion for Building Type Classification from Aerial and Street View Images. Remote Sensing 11:11, pages 1259.
Crossref
Crossref
Shahin Sharifi Noorian, Achilleas Psyllidis & Alessandro Bozzon. 2019. Web Engineering. Web Engineering
32
46
.