Optics and Precision Engineering, Volume. 32, Issue 19, 2971(2024)
Degradation remote sensing image quality enhancement based on frequency-domain-spatial-domain hybrid attention
[1] Y YANG, ZH SU, SH Y HUANG et al. Deep-learning approaches for pixel-level pansharpening. National Remote Sensing Bulletin, 26, 2411-2432(2022).
杨勇, 苏昭, 黄淑英. 基于深度学习的像素级全色图像锐化研究综述. 遥感学报, 26, 2411-2432(2022).
[2] 黄泽贤, 吴凡路, 傅瑶. 基于深度学习的遥感图像舰船目标检测算法综述. 光学 精密工程, 31, 2295-2318(2023).
Z X HUANG, F L WU, Y FU et al. Review of deep learning-based algorithms for ship target detection from remote sensing images. Optics and Precision Engineering, 31, 2295-2318(2023).
[3] 何直蒙, 丁海勇, 安炳琪. 高分辨率遥感影像建筑物提取的空洞卷积E-Unet算法. 测绘学报, 51, 457-467(2022).
Z M HE, H Y DING, B Q AN. E-Unet: a atrous convolution-based neural network for building extraction from high-resolution remote sensing images. Acta Geodaetica et Cartographica Sinica, 51, 457-467(2022).
[4] 丁元, 邬开俊. 基于RGB色彩平衡方法的沙尘降质图像增强. 光学 精密工程, 31, 1053-1064(2023).
Y DING, K J WU. Sand-dust image enhancement using RGB color balance method. Optics and Precision Engineering, 31, 1053-1064(2023).
[5] J WU, W J SONG, C X GUO et al. Image dehazing based on polarization optimization and atmosphere light correction. Optics and Precision Engineering, 31, 1827-1840(2023).
吴靖, 宋文杰, 郭翠霞. 基于偏振度优化与大气光校正的图像去雾. 光学 精密工程, 31, 1827-1840(2023).
[6] F CHENG. Image deblurring study for spaceborne optical remote sensing using estimated point spread function. Aerospace Shanghai, 33, 105-112(2016).
成飞. 基于预估点扩展函数的光学遥感图像去模糊研究. 上海航天, 33, 105-112(2016).
[7] 王桥. 数字图像处理(2009).
Q WANG. Digital Image Processing(2009).
[8] 赵占平, 付兴科, 黄巧林. 基于刃边法的航天光学遥感器在轨MTF测试研究. 航天返回与遥感, 30, 37-43(2009).
ZH P ZHAO, X K FU, Q L HUANG et al. On orbit MTF test research of remote sensors based on knife-edge method. Spacecraft Recovery & Remote Sensing, 30, 37-43(2009).
[9] 李铁成, 陶小平, 冯华君. 基于倾斜刃边法的调制传递函数计算及图像复原. 光学学报, 30, 2891-2897(2010).
T CH LI, X P TAO, H J FENG et al. Modulation transfer function calculation and image restoration based on slanted-edge method. Acta Optica Sinica, 30, 2891-2897(2010).
[10] 朱近, 潘瑜, 徐涛. 基于弯曲刃边的中低分辨率遥感影像MTF计算方法. 遥感信息, 24, 3-6(2009).
J ZHU, Y PAN, T XU et al. The algorithm for computing MTF of remote sensing image in mid-low spatial resolution and with curve edge. Remote Sensing Information, 24, 3-6(2009).
[11] J S PAN, D Q SUN, H PFISTER et al. Blind image deblurring using dark channel prior, 27, 1628-1636(2016).
[12] L CHEN, F M FANG, T T WANG et al. Blind image deblurring with local maximum gradient prior, 15, 1742-1750(2019).
[13] J S PAN, Z C LIN, Z X SU et al. Robust kernel estimation with outliers handling for image deblurring, 27, 2800-2808(2016).
[14] L CHEN, F M FANG, J W ZHANG et al.
[15] S Q CHEN, H J FENG, K M GAO et al. Extreme-quality computational imaging
[16] C M CHIANG, Y TSENG, Y S XU et al. Deploying image deblurring across mobile devices: a perspective of quality and latency, 14, 502-503(2020).
[17] Y N CUI, W Q REN, X C CAO et al. Focal network for image restoration, 1, 13001-13011(2023).
[18] S J CHO, S W JI, J P HONG et al. Rethinking coarse-to-fine approach in single image deblurring, 10, 4641-4650(2021).
[19] A MEHRI, P B ARDAKANI, A D SAPPA. MPRNet: multi-path residual network for lightweight image super resolution, 3, 2704-2713(2021).
[20] X MAO, Y LIU, W SHEN et al. Deep residual fourier transformation for single image deblurring. arXiv e-prints:2111.11745, 2, 5(2021).
[22] Z D WANG, X D CUN, J M BAO et al. Uformer: a general U-shaped transformer for image restoration, 18, 17683-17693(2022).
[23] S W ZAMIR, A ARORA, S KHAN et al. Restormer: efficient transformer for high-resolution image restoration, 18, 5728-5739(2022).
[24] J D SCHMIDT. Numerical Simulation of Optical Wave Propagation with Examples in MATLAB. SPIE(2010).
[25] R J NOLL. Zernike polynomials and atmospheric turbulence. Journal of the Optical Society of America, 66, 207(1976).
[26] J HU, L SHEN, G SUN. Squeeze-and-excitation networks, 18, 7132-7141(2018).
[27] J PARK, J Y LEE et al.
[28] E AGUSTSSON, R TIMOFTE. NTIRE 2017 challenge on single image super-resolution: dataset and study, 21, 126-135(2017).
[29] G S XIA, X BAI, J DING et al. DOTA: a large-scale dataset for object detection in aerial images, 18, 3974-3983(2018).
[30] L ZHANG, L ZHANG, A C BOVIK. A feature-enriched completely blind image quality evaluator. IEEE Transactions on Image Processing, 24, 2579-2591(2015).
[31] M CHANG, Q LI, H J FENG et al.
[32] D D HU, J Q TAN, L ZHANG et al. Image deblurring
[33] V PRANAV, E VENKATESWARLU, T NAIR et al. Estimation of NIIRS incorporating an automated relative edge response method. International Journal of Image, Graphics and Signal Processing, 9, 29-38(2017).
[34] A SINGH, A CHOUGULE, P NARANG et al. Low-light image enhancement for UAVs with multi-feature fusion deep neural networks. IEEE Geoscience and Remote Sensing Letters, 19, 3181106(2022).
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Hua WEI, Xiongxin TANG, Haitao NIE, Jing WANG, Hanxiang YANG, Yuanyuan XIA, Fanjiang XU. Degradation remote sensing image quality enhancement based on frequency-domain-spatial-domain hybrid attention[J]. Optics and Precision Engineering, 2024, 32(19): 2971
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Received: May. 8, 2024
Accepted: --
Published Online: Jan. 9, 2025
The Author Email: NIE Haitao (kelek2@126.com)