Vision-language models in remote sensing: Current progress and future trends

X Li, C Wen, Y Hu, Z Yuan… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
The remarkable achievements of ChatGPT and Generative Pre-trained Transformer 4 (GPT-
4) have sparked a wave of interest and research in the field of large language models …

[HTML][HTML] Assessing spatiotemporal bikeability using multi-source geospatial big data: A case study of **amen, China

S Dai, W Zhao, Y Wang, X Huang, Z Chen, J Lei… - International Journal of …, 2023 - Elsevier
This study focuses on the development of a new framework for evaluating bikeability in
urban environments with the aim of enhancing sustainable urban transportation planning …

Earth observation and artificial intelligence: Understanding emerging ethical issues and opportunities

M Kochupillai, M Kahl, M Schmitt… - … and Remote Sensing …, 2022 - ieeexplore.ieee.org
Ethics is a central and growing concern in all applications utilizing artificial intelligence (AI).
Earth observation (EO) and remote sensing (RS) research relies heavily on both big data …

[HTML][HTML] Building use and mixed-use classification with a transformer-based network fusing satellite images and geospatial textual information

W Zhou, C Persello, M Li, A Stein - Remote Sensing of Environment, 2023 - Elsevier
Assigning detailed use categories to buildings is a challenging and relevant task in urban
land use classification with applications in urban planning, digital city modelling and …

Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos

X Yang, L Jiao, Y Li, X Liu, F Liu, L Li… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Tiny objects in satellite videos are usually not independent individuals; there exist rich
semantic and temporal relations with each other. Thus, modeling and reasoning the …

Social media data for content creation in location-based games

N Fazal, P Fränti - Journal of Location Based Services, 2024 - Taylor & Francis
Content in location-based games (LBGs) fundamentally depends on the location, and its
global coverage is challenging. Typical content creation approaches involve crowdsourcing …

Chinese sociotechnical imaginaries of Earth observation: From sight to foresight

MM Bennett - Big Data & Society, 2023 - journals.sagepub.com
Although Earth observation (EO) is considered a universal scientific technique with a
hegemonic gaze, national sociotechnical imaginaries shape its practice. Historically …

Cross-modal bidirectional interaction model for referring remote sensing image segmentation

Z Dong, Y Sun, Y Gu, T Liu - arxiv preprint arxiv:2410.08613, 2024 - arxiv.org
Given a natural language expression and a remote sensing image, the goal of referring
remote sensing image segmentation (RRSIS) is to generate a pixel-level mask of the target …

The migrant perspective: Measuring migrants' movements and interests using geolocated tweets

J Mast, M Sapena, M Mühlbauer… - … , Space and Place, 2024 - Wiley Online Library
Geolocated social media data hold a hitherto untapped potential for exploring the
relationship between user mobility and their interests at a large scale. Using geolocated …

The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives

X **ng, B Yu, C Kang, B Huang… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
Urban studies require a rich set of information sources and techniques that enable a
comprehensive depiction of urban environments. Remote sensing captures physical …