3. LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Page:https://github.com/Junjue-Wang/LoveDA Download:https://zenodo.org/records/5706578 Paper:https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/file/4e732ced3463d06de0ca9a15b6153677-Paper-round...
deeplearninghyperspectral-image-classificationremotesensingmultimodal-data UpdatedNov 19, 2022 Jupyter Notebook SOTA method on Potsdam and Vaihingen datasets, based on HRNet. pytorchsegmentationremotesensing UpdatedApr 29, 2022 Python YW-Ma/MBI Star13 ...
几篇论文实现代码:《LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation》(NeurIPS 2021) GitHub:https:// github.com/Junjue-Wang/LoveDA [fig4] 《Semi-Supervised Sem...
Deeplab v3-plus for semantic segmentation of remote sensing(pytorch) 数据集: 在ISPRS Vaihigen 2D语义标签比赛数据集上评估了deeplab v3+的表现。该数据集由33张大小不同的高分辨率遥感影像组成,每张影像都是从德国Vaihigen市高空中获取的真正射影象(TOP)。在某种程度上,这个数据集的遥感印象与普通的自然影像没...
开创性工作:Y. Sun, S. Feng, X. Li, Y. Ye, J. Kang and X. Huang, "Visual grounding in remote sensing images",Proc. 30th ACM Int. Conf. Multimedia, pp. 404-412, 2022. contribution: 提出遥感数据视觉定位 (RSVG) 任务 构建了新的 RSVG 大型基准数据集 ...
Remote sensing images are known of having complex backgrounds, high intra-class variance and large variation of scales, which bring challenge to semantic segmentation. We present LoG-CAN, a multi-scale semantic segmentation network with a global class-aware (GCA) module and local class-aware (LCA...
Global context information is essential for the semantic segmentation of remote sensing (RS) images. However, most existing methods rely on a convolutional neural network (CNN), which is challenging to directly obtain the global context due to the locality of the convolution operation. Inspired by ...
To address these challenges, we propose a novel coarse-to-fine boundary refinement network (CBR-Net) that accurately extracts building footprints from remote sensing imagery. Unlike the existing semantic segmentation methods that directly generate building predictions at the highest level, we designed a...
segmentation benchmarks. Based on a similar technique, we rank 2nd place in 2022 the Greater Bay Area International Algorithm Competition This repository is the official implementation of IJCV 2024 "LSKNet: A Foundation Lightweight Backbone for Remote Sensing" at:arxiv...
Other applications ofViTAEinlcude:VSA|ViTPose|Matting|Scene Text Spotting|Video Object Segmentation Introduction This is the official repository of the paperScaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Figure 1: Some examples of SAM segmentation results on remote sensing images...