Laser & Optoelectronics Progress, Volume. 59, Issue 10, 1001003(2022)
Building Change Detection in High-Resolution Remote-Sensing Images Based on Deep Learning
[4] Fu Q, Guo C, Luo W L. Land use change detection based on GF-1 satellite remote sensing images[J]. Laser & Optoelectronics Progress, 57, 162802(2020).
[8] Wang L T, Wang S X, Zhou Y et al. Remote sensing change detection method based on texture characteristic in natural disaster monitoring[J]. Journal of Catastrophology, 29, 97-101(2014).
[9] Xin F F, Jiao L C, Wang G T et al. Change detection in multi-temporal remote sensing images based on the wavelet-domain hidden Markov chain model[J]. Journal of Xidian University, 39, 43-49(2012).
[10] Shi X F, Shuai M Q, Shen J S. Study on the intelligent change detection methods on the basis of multi-temporal remotely sensed images[J]. Bulletin of Surveying and Mapping, 23-25(2012).
[12] Fu Q, Luo W L, Lü J X. Land utilization change detection of satellite remote sensing image based on AlexNet and support vector machine[J]. Laser & Optoelectronics Progress, 57, 172802(2020).
[15] Zhang C J, An R, Ma L. Building change detection in remote sensing image based on improved U-Net[J]. Computer Engineering and Applications, 57, 239-246(2021).
[16] Hu L, Jiang Y, Li J et al. Change detection method for high-resolution remote sensing image based on multi-scale and sparse convolution[J]. Journal of Chinese Computer Systems, 41, 2365-2370(2020).
[17] Chen L, Guan S S. Research on urban high-resolution remote sensing image changing detection method based on deep learning[J]. Application Research of Computers, 37, 320-323(2020).
[18] Xiang Y, Zhao Y D, Dong J H. Remote sensing image mining area change detection based on improved UNet siamese network[J]. Journal of China Coal Society, 44, 3773-3780(2019).
[19] Zhang Z H, Fang W, Du L L et al. Semantic segmentation of remote sensing image based on encoder-decoder convolutional neural network[J]. Acta Optica Sinica, 40, 0310001(2020).
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Xing Han, Ling Han, Liangzhi Li, Huihui Li. Building Change Detection in High-Resolution Remote-Sensing Images Based on Deep Learning[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1001003
Category: Atmospheric Optics and Oceanic Optics
Received: Jun. 9, 2021
Accepted: Aug. 17, 2021
Published Online: May. 16, 2022
The Author Email: Ling Han (hanling@chd.edu.cn)