Laser & Optoelectronics Progress, Volume. 62, Issue 10, 1028006(2025)
Road-Change Detection in High-Resolution Imagery Incorporating Swin Transformer Structure
[1] Zhang J B, Yan Z X, Ma S F. Multi-scale cross dual attention network for building change detection in remote sensing images[J]. Journal of Geo-Information Science, 25, 2487-2500(2023).
[2] Xu R, Yu X Y, Zhang C et al. Building change detection method combining Unet and IR-MAD[J]. Remote Sensing for Natural Resources, 32, 90-96(2020).
[10] Zhang J L, Wang Q, Wang J et al. High resolution remote sensing image change detection based on improved U-net[J]. Remote Sensing Information, 38, 122-129(2023).
[11] Liu Y, He X, Li D Y et al. CBAM UNet+++: attention mechanism to guide change detection studies of full-scale connected networks[J]. National Remote Sensing Bulletin, 28, 1052-1065(2024).
[15] Li M C, Lü P Y. The High-resolution remote sensing image change detection based on differential feature fusion siamese pyramid Transformer model[J]. Journal of Geomatics, 49, 66-72(2024).
[16] Liu Y, Guo H T, Lu J et al. Remote sensing image change detection method based on adaptive boundary sensing[J]. Acta Optica Sinica, 44, 1828001(2024).
[17] Liu Q, Cao L, Tian S et al. Structure-aware multiscale hybrid network for change detection of remote sensing images[J]. Laser & Optoelectronics Progress, 61, 1428008(2024).
[21] Yuan W, Xi Y R, Tan C D et al. Limited-angle CT image reconstruction based on swin-transformer iterative unfolding for PTCT imaging[J]. Acta Optica Sinica, 44, 0834001(2024).
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Xueting Jia, Weidong Song, Shangyu Sun. Road-Change Detection in High-Resolution Imagery Incorporating Swin Transformer Structure[J]. Laser & Optoelectronics Progress, 2025, 62(10): 1028006
Category: Remote Sensing and Sensors
Received: Oct. 15, 2024
Accepted: Dec. 2, 2024
Published Online: Apr. 27, 2025
The Author Email: Shangyu Sun (shangyu_sun@126.com)
CSTR:32186.14.LOP242122