标题/作者	年份
Review on Convolutional Neural Networks (CNN) in vegetation remote sensing T Kattenborn, J Leitloff, F Schiefer, S Hinz ISPRS journal of photogrammetry and remote sensing 173, 24-49	2021
A spatial-temporal attention-based method and a new dataset for remote sensing image change detection H Chen, Z Shi Remote Sensing 12 (10), 1662	2020
End-to-end change detection for high resolution satellite images using improved UNet++ D Peng, Y Zhang, H Guan Remote Sensing 11 (11), 1382	2019
A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images C Zhang, P Yue, D Tapete, L Jiang, B Shangguan, L Huang, G Liu ISPRS Journal of Photogrammetry and Remote Sensing 166, 183-200	2020
Remote sensing image change detection with transformers H Chen, Z Qi, Z Shi IEEE Transactions on Geoscience and Remote Sensing 60, 1-14	2021
DASNet: Dual attentive fully convolutional Siamese networks for change detection in high-resolution satellite images J Chen, Z Yuan, J Peng, L Chen, H Huang, J Zhu, Y Liu, H Li IEEE Journal of Selected Topics in Applied Earth Observations and Remote …	2020
A deeply supervised attention metric-based network and an open aerial image dataset for remote sensing change detection Q Shi, M Liu, S Li, X Liu, F Wang, L Zhang IEEE transactions on geoscience and remote sensing 60, 1-16	2021
SNUNet-CD: A densely connected Siamese network for change detection of VHR images S Fang, K Li, J Shao, Z Li IEEE Geoscience and Remote Sensing Letters 19, 1-5	2021
Building change detection for remote sensing images using a dual-task constrained deep siamese convolutional network model Y Liu, C Pang, Z Zhan, X Zhang, X Yang IEEE Geoscience and Remote Sensing Letters 18 (5), 811-815	2020
A deep translation (GAN) based change detection network for optical and SAR remote sensing images X Li, Z Du, Y Huang, Z Tan ISPRS Journal of Photogrammetry and Remote Sensing 179, 14-34	2021
Multitask learning for large-scale semantic change detection RC Daudt, B Le Saux, A Boulch, Y Gousseau Computer Vision and Image Understanding 187, 102783	2019
Optical remote sensing image change detection based on attention mechanism and image difference X Peng, R Zhong, Z Li, Q Li IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7296-7307	2020
PGA-SiamNet: Pyramid feature-based attention-guided Siamese network for remote sensing orthoimagery building change detection H Jiang, X Hu, K Li, J Zhang, J Gong, M Zhang Remote Sensing 12 (3), 484	2020
SemiCDNet: A semisupervised convolutional neural network for change detection in high resolution remote-sensing images D Peng, L Bruzzone, Y Zhang, H Guan, H Ding, X Huang IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5891-5906	2020
IGAN-IDS: An imbalanced generative adversarial network towards intrusion detection system in ad-hoc networks S Huang, K Lei Ad Hoc Networks 105, 102177	2020
Building instance change detection from large-scale aerial images using convolutional neural networks and simulated samples S Ji, Y Shen, M Lu, Y Zhang Remote Sensing 11 (11), 1343	2019
A combined loss-based multiscale fully convolutional network for high-resolution remote sensing image change detection X Li, M He, H Li, H Shen IEEE Geoscience and Remote Sensing Letters 19, 1-5	2021
A transformer-based siamese network for change detection WGC Bandara, VM Patel IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …	2022
Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data M Papadomanolaki, S Verma, M Vakalopoulou, S Gupta, K Karantzalos IGARSS 2019-2019 IEEE international geoscience and remote sensing symposium …	2019
Seasonal contrast: Unsupervised pre-training from uncurated remote sensing data O Manas, A Lacoste, X Giró-i-Nieto, D Vazquez, P Rodriguez Proceedings of the IEEE/CVF International Conference on Computer Vision …	2021

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