Laser & Optoelectronics Progress, Volume. 62, Issue 16, 1611003(2025)
Simple Optical System Computational Imaging Method for Remote Sensing Camera Based on MsRN-Deblur TransGAN
[1] He G J, Li K L, Hu D Y et al. Information fusion of multisensor satellite remote sensing data :theory, methodology and experiment[J]. Journal of Image and Graphics, 744-750(1999).
[3] Zhang W B, Jiang Z. Research on deblurring of remote sensing images based on deep learning[J]. Journal of Yunnan Minzu University (Natural Sciences Edition), 32, 480-484(2023).
[5] Huang Y, Xiong T. Deep iterative filter adaptive network for simple lens imaging system[J]. Laser & Optoelectronics Progress, 61, 1037003(2024).
[8] Li W L. Research on image restoration of simple lens imaging[D](2019).
[14] Goodfellow I J, Pouget-Abadie J, Mirza M et al. Generative adversarial nets[C], 2672-2680(2014).
[15] Reed S, Akata Z, Yan X C et al. Generative adversarial text to image synthesis[C], 1681-1690(2016).
[16] Shao Z G, Zhang C S, Chen F X et al. A review on generative adversarial networks for power system applications[J]. Proceedings of the CSEE, 43, 987-1004(2023).
[17] Lu Z J, Shen Y X, Tan Y Q. A WGAN blur insulator image restoration method based on multi-structure fusion[J]. Power System Protection and Control, 52, 166-175(2024).
[23] Wang Y, Lian H B, Wang Y C et al. Super-resolution reconstruction of thermal imaging of power equipment based on improved edge-attentive generative adversarial networks[J]. Power System Protection and Control, 52, 119-127(2024).
[24] Vaswani A, Shazeer N, Parmar N et al. Attention is all you need[C], 6000-6010(2017).
[26] Geary J M[M]. Introduction to lens design: with practical Zemax examples(2002).
[27] Wei Y Z. Research on joint optics-image design in computational imaging[D](2019).
[32] Wang L S, Cao M, Zhong Y et al. Spatial-temporal transformer for video snapshot compressive imaging[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 9072-9089(2023).
[34] Wang Y H. Research on assessment and optimization of remote sensing imaging system based on joint optical-digital optimization[D](2024).
Get Citation
Copy Citation Text
Xindong Zhao, Chunyu Liu, Chen Wang, Jinghui Huang. Simple Optical System Computational Imaging Method for Remote Sensing Camera Based on MsRN-Deblur TransGAN[J]. Laser & Optoelectronics Progress, 2025, 62(16): 1611003
Category: Imaging Systems
Received: Feb. 14, 2025
Accepted: Mar. 17, 2025
Published Online: Aug. 6, 2025
The Author Email: Chunyu Liu (mmliucy@163.com)
CSTR:32186.14.LOP250635