Photogrammetry and Remote Sensing Lab

All

31 repositories

ForAINet
Public
official source code for paper entitled "Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning"
Python
•9•48•7•0•Updated Nov 4, 2024Nov 4, 2024
PanopticSegForLargeScalePointCloud
Public
Code and dataset of paper "TOWARDS ACCURATE INSTANCE SEGMENTATION IN LARGE-SCALE LIDAR POINT CLOUDS"
Python
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MIT License
•9•73•13•0•Updated Nov 4, 2024Nov 4, 2024
LoRA-Ensemble
Public
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks
Python
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MIT License
•2•40•0•0•Updated Oct 1, 2024Oct 1, 2024
Marigold
Public
[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
diffusion zero-shot in-the-wild monocular-depth-estimation
Python
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Apache License 2.0
•133•2.4k•7•0•Updated Sep 17, 2024Sep 17, 2024
DGInStyle
Public
[ECCV 2024] DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
Python
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Apache License 2.0
•6•63•2•0•Updated Aug 28, 2024Aug 28, 2024
Popcorn
Public
[RSE 2024] 🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️
deep-learning remote-sensing super-resolution weakly-supervised-learning sentinel-2 sentinel-1 population-mapping
Jupyter Notebook
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Apache License 2.0
•7•34•1•0•Updated Jul 31, 2024Jul 31, 2024
OverlapPredator
Public
[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.
point-cloud transformer registration attention-mechanism 3dvision
Python
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MIT License
•72•512•13•1•Updated Jun 3, 2024Jun 3, 2024
thera
Public
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution
Python
•0•23•0•0•Updated May 21, 2024May 21, 2024
Dynamic-LiDAR-Resimulation
Public
[CVPR 2024, highlight] Dynamic LiDAR Re-simulation using Compositional Neural Fields
Python
•4•74•0•0•Updated May 15, 2024May 15, 2024
SnowDepthEstimation
Public
Python
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MIT License
•1•8•0•0•Updated Jan 11, 2024Jan 11, 2024
U-TILISE
Public
Jupyter Notebook
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MIT License
•4•37•1•0•Updated Dec 4, 2023Dec 4, 2023
PanopticSegForMobileMappingPointClouds
Public
Source code for paper entitled "A Review of Panoptic Segmentation for Mobile Mapping Point Clouds"
Python
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MIT License
•4•14•0•0•Updated Oct 17, 2023Oct 17, 2023
bayes-forest-structure
Public
Python
•4•17•1•0•Updated Sep 28, 2023Sep 28, 2023
Diffusion-Super-Resolution
Public
[CVPR 2023] Guided Depth Super-Resolution by Deep Anisotropic Diffusion
depth super-resolution cvpr2023
Python
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MIT License
•8•90•1•0•Updated Sep 11, 2023Sep 11, 2023
DeFlow
Public
[CVPRW 2023, Best Paper Award] DeFlow: Self-supervised 3D Motion Estimation of Debris Flow
sensorfusion opticalflow sceneflow selfsupervision
Python
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MIT License
•2•30•0•0•Updated Jul 25, 2023Jul 25, 2023
Scene-Recognition-in-3D
Public
[IROS 2020] Indoor Scene Recognition in 3D
computer-vision scene-recognition sparse-convolution 3dvision
Python
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Other
•9•54•3•2•Updated Jul 6, 2023Jul 6, 2023
Bildverarbeitung
Public
Bildverarbeitung FS2023 at ETH Zurich
Jupyter Notebook
•5•1•0•0•Updated May 15, 2023May 15, 2023
sentinel_lakeice
Public
[ISPRS Congress 2020] Lake Ice Detection from Sentinel-1 SAR with Deep Learning (Deeplabv3+, Tensorflow). The data was collected from Google Earth Engine platform.
Jupyter Notebook
•6•35•0•1•Updated Mar 24, 2023Mar 24, 2023
ms-convSTAR-swiss-map
Public
[RSE21] Pytorch code for hierarchical time series classification with multi-stage convolutional RNN
Python
•22•1•0•0•Updated Feb 23, 2023Feb 23, 2023
PCAccumulation
Public
[ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation
autonomous-driving pointcloud sceneflow eccv2022
Python
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MIT License
•10•121•2•0•Updated Jan 29, 2023Jan 29, 2023
FILM-Ensemble
Public
[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
deep-learning pytorch calibration ensemble ece cifar10 cifar100 neurips probabilistic-deep-learning sub-models
Python
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MIT License
•2•23•0•0•Updated Dec 19, 2022Dec 19, 2022
ImpliCity
Public
[ISPRS Congress 2022, Best Young Author Award] ImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields
Python
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MIT License
•9•74•1•0•Updated Dec 16, 2022Dec 16, 2022
graph-super-resolution
Public
[CVPR 2022] Learning Graph Regularisation for Guided Super-Resolution
Python
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MIT License
•8•53•0•0•Updated Oct 6, 2022Oct 6, 2022
T4DT
Public
[BMVC2022] Code for paper "Tensorizing 4D Visual Data Along Temporal Dimension"
Python
•0•7•0•0•Updated Jul 31, 2022Jul 31, 2022
ResDepth
Public
[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images
3d-reconstruction dsm u-net scene-refinement satellite-imagery
Python
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MIT License
•19•85•0•0•Updated Jul 6, 2022Jul 6, 2022
PixTransform
Public
[ICCV 2019] Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation
Python
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MIT License
•17•84•0•0•Updated Apr 6, 2022Apr 6, 2022
ODEcrop
Public
[TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
node ode lstm gru rnn ode-model differential-equations
Python
•3•24•0•0•Updated Mar 30, 2022Mar 30, 2022
deeplab-lakeice-webcams
Public
[MDPI Remote Sensing 2020] Lake Detection and Lake Ice Monitoring with Webcams and Crowd-Sourced Images (RGB) using Deep Learning (Deeplabv3+, Tensorflow)
Jupyter Notebook
•2•14•0•0•Updated Feb 10, 2022Feb 10, 2022
photi-lakeice-dataset
Public
RGB dataset (images from webcams monitoring the two Swiss lakes St. Moritz and Sihl)
2•5•0•0•Updated Feb 10, 2022Feb 10, 2022
c-pic
Public
[ICCV2021] Code for the paper "Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation"
Python
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Mozilla Public License 2.0
•0•8•0•0•Updated Nov 4, 2021Nov 4, 2021