Fan Zhang

Orcid: 0000-0002-3643-018X

Affiliations:

Hong Kong University of Science and Technology
Massachusetts Institute of Technology, Senseable City Lab, Cambridge, MA, USA (2018 - 2022)
Peking University, Institute of Remote Sensing and Geographical Information System, Beijing, China (2017 - 2018)
Chinese University of Hong Kong, Institute of Space and Earth Information Science, Hong Kong (PhD 2017)

According to our database¹, Fan Zhang authored at least 30 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

A Transformer-Based Multimodal Model for Urban-Rural Fringe Identification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Assessing heat vulnerability in Philadelphia using geographically weighted principal component analysis (GWPCA): A geospatial big data-driven approach.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Comprehensive urban space representation with varying numbers of street-level images.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., December, 2023

GreenScan: Towards large-scale monitoring the health of urban trees using mobile sensing.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery.

[BibT_eX]

[DOI]

CoRR, 2023

UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery.

[BibT_eX]

[DOI]

CoRR, 2023

Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery.

[BibT_eX]

[DOI]

Fan Zhang

Arianna Salazar Miranda

CoRR, 2023

2022

A monocular visual SLAM system augmented by lightweight deep local feature extractor using in-house and low-cost LIDAR-camera integrated device.

[BibT_eX]

[DOI]

Int. J. Digit. Earth, December, 2022

Connect the last mile - textual entailment identify efforts in bridging the digital divide.

[BibT_eX]

[DOI]

Zhuangyuan Fan

Fan Zhang

Urban Inform., 2022

Rhythm of Transit Stations - Uncovering the Activity-Travel Dynamics of Transit-Oriented Development in the U.S.

[BibT_eX]

[DOI]

Zhuangyuan Fan

Fan Zhang

Becky P. Y. Loo

IEEE Trans. Intell. Transp. Syst., 2022

STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2022

A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

Multi-scale attention integrated hierarchical networks for high-resolution building footprint extraction.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Places for play: Understanding human perception of playability in cities using street view images and deep learning.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2021

LADV: Deep Learning Assisted Authoring of Dashboard Visualizations From Images and Sketches.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Evaluating healthcare resource inequality in Beijing, China based on an improved spatial accessibility measurement.

[BibT_eX]

[DOI]

Trans. GIS, 2021

Sensing Population Distribution from Satellite Imagery Via Deep Learning: Model Selection, Neighboring Effects, and Systematic Biases.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Emotional habitat: mapping the global geographic distribution of human emotion with physical environmental factors using a species distribution model.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2021

Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases.