prs-eth Goto Github PK

bayes-forest-structure

bildverarbeitung

Bildverarbeitung FS2023 at ETH Zurich

c-pic

[ICCV2021] Code for the paper "Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation"

deeplab-lakeice-webcams

[MDPI Remote Sensing 2020] Lake Detection and Lake Ice Monitoring with Webcams and Crowd-​Sourced Images (RGB) using Deep Learning (Deeplabv3+, Tensorflow)

deflow

[CVPRW 2023, Best Paper Award] DeFlow: Self-supervised 3D Motion Estimation of Debris Flow

diffusion-super-resolution

[CVPR 2023] Guided Depth Super-Resolution by Deep Anisotropic Diffusion

dynamic-lidar-resimulation

[CVPR 2024, highlight] Dynamic LiDAR Re-simulation using Compositional Neural Fields

film-ensemble

[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

graph-super-resolution

[CVPR 2022] Learning Graph Regularisation for Guided Super-Resolution

implicity

[ISPRS Congress 2022, Best Young Author Award] ImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields

lora-ensemble

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks

marigold

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

ms-convstar-swiss-map

[RSE21] Pytorch code for hierarchical time series classification with multi-stage convolutional RNN

odecrop

[TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations

overlappredator

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

panopticsegforlargescalepointcloud

Code and dataset of paper "TOWARDS ACCURATE INSTANCE SEGMENTATION IN LARGE-SCALE LIDAR POINT CLOUDS"

panopticsegformobilemappingpointclouds

Source code for paper entitled "A Review of Panoptic Segmentation for Mobile Mapping Point Clouds"

pcaccumulation

[ECCV 2022] Dynamic 3D Scene Analysis by Point Cloud Accumulation

photi-lakeice-dataset

RGB dataset (images from webcams monitoring the two Swiss lakes St. Moritz and Sihl)

pixtransform

[ICCV 2019] Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation

popcorn

🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️

resdepth

[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images

scene-recognition-in-3d

[IROS 2020] Indoor Scene Recognition in 3D

sentinel_lakeice

[ISPRS Congress 2020] Lake Ice Detection from Sentinel-1 SAR with Deep Learning (Deeplabv3+, Tensorflow). The data was collected from Google Earth Engine platform.

snowdepthestimation

t4dt

[BMVC2022] Code for paper "Tensorizing 4D Visual Data Along Temporal Dimension"

thera

Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution

tiramisu_keras

[ISPRS Annals 2018] Lake Ice Monitoring with Webcam Images (RGB) using Deep Learning (FC-DenseNet, Keras)

u-tilise