From 488eb5b121391ec77ecb2a653740c05df1a367f8 Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Fri, 31 May 2024 05:49:02 +0100 Subject: [PATCH] Update README.md --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index 587161f5..8ea1c958 100644 --- a/README.md +++ b/README.md @@ -588,6 +588,8 @@ Note that deforestation detection may be treated as a segmentation task or a cha - [SAR-landslide-detection-pretraining](https://github.com/VMBoehm/SAR-landslide-detection-pretraining) -> SAR-based landslide classification pretraining leads to better segmentation +- [Landslide mapping from Sentinel-2 imagery through change detection](https://github.com/links-ads/igarss-landslide-delineation) + ### Segmentation - Glaciers - [HED-UNet](https://github.com/khdlr/HED-UNet) -> a model for simultaneous semantic segmentation and edge detection, examples provided are glacier fronts and building footprints using the Inria Aerial Image Labeling dataset @@ -725,6 +727,8 @@ Extracting roads is challenging due to the occlusions caused by other objects an - [LRDNet](https://github.com/dyl96/LRDNet) -> A Lightweight Road Detection Algorithm Based on Multiscale Convolutional Attention Network and Coupled Decoder Head +- [Fine–Grained Extraction of Road Networks via Joint Learning of Connectivity and Segmentation](https://github.com/YXu556/RoadExtraction) -> uses SpaceNet 3 dataset + ### Segmentation - Buildings & rooftops - [Road and Building Semantic Segmentation in Satellite Imagery](https://github.com/Paulymorphous/Road-Segmentation) uses U-Net on the Massachusetts Roads Dataset & keras @@ -947,6 +951,8 @@ Extracting roads is challenging due to the occlusions caused by other objects an - [SolarDetection-solafune](https://github.com/bit-guber/SolarDetection-solafune) -> Solar Panel Detection Using Sentinel-2 for the Solafune Competition +- [A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection from Aerial Images](https://github.com/links-ads/access-solar-panels) + ### Segmentation - Other manmade - [Aarsh2001/ML_Challenge_NRSC](https://github.com/Aarsh2001/ML_Challenge_NRSC) -> Electrical Substation detection @@ -2218,6 +2224,8 @@ The analysis of time series observations in remote sensing data has numerous app - [Exchanger4SITS](https://github.com/TotalVariation/Exchanger4SITS) -> Rethinking the Encoding of Satellite Image Time Series +- [Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data](https://github.com/links-ads/igarss-multi-temporal-hotspot-detection) + # ## Crop classification @@ -3014,6 +3022,9 @@ Image retrieval is the task of retrieving images from a collection that are simi - [Composed Image Retrieval for Remote Sensing](https://github.com/billpsomas/rscir) +- [CSMAE](https://github.com/jakhac/CSMAE) -> About +Cross-Sensor Masked Autoencoder for Content Based Image Retrieval in Remote Sensing + # ## Image Captioning @@ -3222,6 +3233,8 @@ Self-supervised, unsupervised & contrastive learning are all methods of machine - [SatViT](https://github.com/antofuller/SatViT) -> self-supervised training of multispectral optical and SAR vision transformers +- [SITS-MoCo](https://github.com/YXu556/SITS-MoCo) -> Self-supervised pre-training for large-scale crop mapping using Sentinel-2 time series + # ## Weakly & semi-supervised learning