RunyuFan/Unified-multimodal-UFZ-identification

Repository for our JAG paper 2025 ''A unified multimodal learning method for urban functional zone identification by fusing inner-street visual–textual information from street-view and satellite images"''

Language: Python - Size: 21.5 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

RunyuFan/UisYangtze

Repository for our TGRS-2025 paper ''Refined Urban Informal Settlements Mapping at Agglomeration-Scale with the Guidance of Background-knowledge from Easy-accessed Crowdsourced Geospatial Data''

Language: Python - Size: 76.2 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 3 - Forks: 0

RunyuFan/OpenspaceGlobal

Repository for our Scientific Data paper 2025 ''The first urban open space product of global 169 megacities using remote sensing and geospatial data''

Language: Python - Size: 65.4 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 5 - Forks: 1

RunyuFan/KANFusion Fork of cyg-nhyang/KANFusion

Repository for our SRS 2025 paper ''Urban informal settlements interpretation via a novel multi-modal Kolmogorov-Arnold fusion network by exploring hierarchical features from remote sensing and street view images''

Language: Python - Size: 25.4 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 1 - Forks: 0

RunyuFan/UisNet-TGRS-2022

Code for TGRS 2022 paper "Fine-scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-based Multimodal Fusion Network"

Language: Python - Size: 142 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 1

RunyuFan/CropNet

Repository for our JSTARS paper ''Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network using Vehicle-view Images''

Language: Python - Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

RunyuFan/FusionMixer-TGRS-2022

Code for TGRS 2022 paper "Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images"

Language: Python - Size: 51.8 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 2

RunyuFan/UISChina

Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

RunyuFan/Semi-MCNN-JSTARS-2020

Code for our JSTARS paper "Semi-MCNN: A semisupervised multi-CNN ensemble learning method for urban land cover classification using submeter HRRS images"

Language: Python - Size: 6.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

RunyuFan/semantic-segmentation Fork of sithu31296/semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

Size: 53.7 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

RunyuFan/sustainbench Fork of sustainlab-group/sustainbench

Size: 27.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

RunyuFan/TimeSeriesUrbanFunctionalZones

This repository contains two time-series urban functional zones in Shenzhen city, which are the time series of 2015-2016-2017-2018-2019 and 2010-2013-2016-2019.

Size: 1.95 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

RunyuFan/pytorch_geometric Fork of pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

Size: 10.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

RunyuFan/BibNet-JSTARS-2021

Code for our JSTARS paper: "Urban Functional Zone Mapping With a Bibranch Neural Network via Fusing Remote Sensing and Social Sensing Data".

Language: Python - Size: 31.3 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

RunyuFan/improved-diffusion Fork of openai/improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

Size: 50.8 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

RunyuFan/segment-anything Fork of facebookresearch/segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Size: 21.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

RunyuFan/Change-Detection-Review Fork of MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Size: 1.19 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

RunyuFan/awesome-weakly-supervised-semantic-segmentation Fork of xiaojianzhong/awesome-weakly-supervised-semantic-segmentation

A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2022.

Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

RunyuFan/STNet

Code for JAG 2022 paper "Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data"

Language: Python - Size: 71.3 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1