Acta Optica Sinica, Volume. 45, Issue 15, 1510001(2025)
Adaptive Digital Camouflage Pattern Generation Technology Based on Deep Learning
[2] Zhou C L, Chen Y M, Zhu Y D. Granular k-means clustering algorithm[J]. Computer Engineering and Applications, 59, 317-324(2023).
[5] Ran J G, Liu H, Zhang Y. Research on digital camouflage scheme based on pix2pix[J]. Command Control & Simulation, 44, 116-121(2022).
[6] Huo Y B, Zhang J, Du X H et al. Research on adaptive digital camouflage based on spatio-temporal information[J]. Journal of Ordnance Equipment Engineering, 43, 32-37(2022).
[7] Chen W X, Tian Q C, Lian L et al. Research progress of image inpainting methods based on deep learning[J]. Computer Engineering and Applications, 60, 58-73(2024).
[8] Xue K L, Chen Y X, Wang Z B et al. Terahertz frequency modulated continuous wave detection based on image restoration and multi-view scanning[J]. Acta Optica Sinica, 44, 2311005(2024).
[9] Raschka S, Liu Y X, Mirjalili V et al[M]. Machine learning with PyTorch and scikit-learn: develop machine learning and deep learning models with Python(2022).
[13] Li H J, Kong F C, Wei J Y et al. A survey of small sample object detection based on deep learning[J]. Ordnance Industry Automation, 43, 35-42(2024).
[14] Zhu X H, Qian L P, Fu W. Overview of research on image data enhancement technology[J]. Software Guide, 20, 230-236(2021).
[15] Dou Z, Gao H R, Liu G Q et al. Small sample steel plate defect detection algorithm of lightweight YOLOv8[J]. Computer Engineering and Applications, 60, 90-100(2024).
[18] Gong Y, Xu W T, Zhao C et al. Review of application of generative adversarial networks in image restoration[J]. Journal of Frontiers of Computer Science and Technology, 18, 553-573(2024).
Get Citation
Copy Citation Text
Tiehua Zhang, Bing Han, Meng Lian, Tun Cao. Adaptive Digital Camouflage Pattern Generation Technology Based on Deep Learning[J]. Acta Optica Sinica, 2025, 45(15): 1510001
Category: Image Processing
Received: Apr. 2, 2025
Accepted: Apr. 27, 2025
Published Online: Aug. 8, 2025
The Author Email: Meng Lian (mlian@dlut.edu.cn)
CSTR:32393.14.AOS250832