Change Detection Dataset(CDD)数据集,用于高光谱遥感影像变化检测 源地址:https://gitlab.citius.usc.es/hiperespectral/ChangeDetectionDataset - 飞桨AI Studio
CDD(Change Detection Dataset) paper:Change detection in remote sensing images using conditional adversarial networks python train.py python eval.py python visualization.py Pre-trained models The pre-trained models in CDD dataset are available.
Dataset CDD Paper:Change Detection in Remote Sensing Images using Conditional Adversarial Networks Link: is not avaliable now, but you can contact the author (MLebedev@gosniias.ru) to get this Dataset. Paper:A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Cha...
Ablation study and comparative experiments on two large datasets, building change detection dataset (BCDD) and season-varying change detection dataset (CDD), and a real-image experiment on the Google dataset fully demonstrate the superiority of the proposed method. The source code of SRCDNet is ...
Therefore, we create a CD dataset, Sun Yat-Sen University (SYSU)-CD, for bitemporal image CD, which contains a total of 20,000 aerial image pairs of size 256 x 256. Experiments are conducted on both the CDD and the SYSU-CD dataset. Compared to other state-of-the-art methods, our ...
LEVIR-CD+) and a multiview building change detection dataset (NJDS). The experimental results demonstrate that our model achieves superior performance with high efficiency and outperforms all benchmark methods with F1-scores of 97.77%, 83.07%, 94.86%, 92.33%, 91.39%, 74.35% on CDD, SYSU, WHU...
Since the intial BCDD and CDD dataset only contains bi-temporal images with the same resolution, in our experiment, images of the latter phase are down-samplinged by 4 and 8 times to simulate resolution difference of 4 and 8 times (4x and 8x), respectively....
LEVIR-CD CDD Dataset (season-varying) DSIFN-CD S2Looking WHU Building Dataset SECOND ChangeSim OSCD GFF PCD See all 17 change detection datasets Subtasks Semi-supervised Change Detection Most implemented papers Most implemented Social Latest No code ...
Change detection for remote sensing images CDD Dataset (season-varying) USSFC-Net F1-Score 0.9474 # 18 Compare IoU 90.02 # 6 Compare Params(M) 1.52 # 1 Compare Change Detection DSIFN-CD USSFC-Net F1 69.47 # 4 Compare IoU 53.21 # 3 Compare Params(M) 1.52 # 1 Compare...
Change Detection CDD Dataset (season-varying) HCGMNet F1-Score 95.07 # 12 Compare Precision 93.84 # 3 Compare F1 95.07 # 3 Compare Overall Accuracy 98.82 # 4 Compare IoU 90.60 # 3 Compare Recall 96.34 # 3 Compare KC 94.40 # 2 Compare Change Detection DSIFN-CD HCGMNe...