CASWiT is a context-aware Transformer for ultra-high resolution aerial image segmentation. CASWiT achieves SOTA performances on FLAIR-HUB and URUR.
AI & ML interests
None defined yet.
Recent Activity
View all activity
Organization Card
HEIG-VD Geomatic
We share datasets, models, and demos developed at HEIG-VD in the field of geomatics and AI for spatial data, with a strong focus on high-resolution imagery, LiDAR, photogrammetry, and multimodal learning.
Our goal is to promote reproducible research, open benchmarks, and practical baselines for real-world geospatial applications.
Research Topics
- Semantic segmentation (2D / 3D)
- Multimodal fusion (image–LiDAR)
- Photogrammetry and georeferencing
- Large-scale and ultra-high-resolution imagery
- Geospatial AI for infrastructure mapping
- Benchmarking and reproducible baselines
Contact
For collaborations, research questions, or dataset usage:
Adrien Gressin
Professor of Photogrammetry & Data Science — HEIG-VDAntoine Carreaud
PhD candidate — HEIG-VD & EPFL (ESO Lab)Shanci Li
Scientific Collaborator (AI) — HEIG-VD
models 8
heig-vd-geo/ISDNet-pytorch
Image Segmentation • Updated
heig-vd-geo/CASWiT
Image Segmentation • Updated
• 5
heig-vd-geo/Glacial-Lakes
Updated
• 1
heig-vd-geo/SPT_GridNet-HD_baseline
Other • Updated
• 3
heig-vd-geo/ImageVote_GridNet-HD_baseline
Image Segmentation • Updated
• 5 • 5
heig-vd-geo/LateFusionMLP_GridNet-HD_baseline
Other • Updated
• 7 • 6
heig-vd-geo/demo_mlp
Updated
• 1
heig-vd-geo/M3DRS_pretrained
Image Feature Extraction • Updated
• 1
datasets 8
heig-vd-geo/ImagesAndPointCloudsCulturalHeritageDataset
Viewer
• Updated
• 600 • 13
heig-vd-geo/GridNet-HD
Viewer
• Updated
• 800 • 2.83k • 14
heig-vd-geo/piscine-results
Viewer
• Updated
• 1 • 78
heig-vd-geo/projet-piscine
Updated
• 61
heig-vd-geo/URUR
Preview
• Updated
• 675
heig-vd-geo/FLAIR1_mmseg
Updated
• 732 • 1
heig-vd-geo/M3DRS
Updated
• 244 • 6
heig-vd-geo/STDL-soils
Viewer
• Updated
• 7.11k • 76 • 1