Optics and Precision Engineering, Volume. 30, Issue 14, 1738(2022)
Feature point detection for optical and SAR remote sensing images registration
[1] S SHITOLE, M SHARMA, S DE et al. Local contrast based adaptive SAR speckle filter. Journal of the Indian Society of Remote Sensing, 45, 451-462(2017).
[2] [2] 2吴文达, 张葆, 洪永丰, 等. 机载红外与合成孔径雷达共孔径天线设计[J]. 中国光学, 2020, 13(3): 595-604. doi: 10.3788/CO.2019-0160WUW D, ZHANGB, HONGY F, et al. Design of co-aperture antenna for airborne infrared and synthetic aperture radar[J]. Chinese Optics, 2020, 13(3): 595-604.(in Chinese). doi: 10.3788/CO.2019-0160
[3] [3] 3眭海刚, 徐川, 刘俊怡. 基于特征的光学与SAR遥感图像配准[M]. 北京: 科学出版社, 2017.SUIH G, XUC, LIUJ Y. Feature Based Optical and SAR Remote Sensing Image Registration[M]. Beijing: Science Press, 2017.(in Chinese)
[4] S C KULKARNI, P P REGE. Pixel level fusion techniques for SAR and optical images: a review. Information Fusion, 59, 13-29(2020).
[5] [5] 5吕宝林, 佟首峰, 徐伟, 等. 基于配准的机载红外非均匀性校正技术应用[J]. 中国光学, 2020, 13(5): 1124-1137. doi: 10.37188/CO.2020-0109LVB L, TONGS F, XUW, et al. Non-uniformity correction of airborne infrared detection system based on inter-frame registration[J]. Chinese Optics, 2020, 13(5): 1124-1137.(in Chinese). doi: 10.37188/CO.2020-0109
[6] D G LOWE. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60, 91-110(2004).
[7] T TUYTELAARS, L V GOOL. SURF: Speeded Up Robust Features, 404-417(2006).
[8] C HARRIS, M STEPHENS. A combined corner and edge detector, 147-152(1988).
[9] [9] 9樊建伟. 基于特征点的SAR图像配准算法研究[D]. 西安: 西安电子科技大学, 2017. doi: 10.1109/tgrs.2016.2626373FANJ W. Research on SAR Image Registration Based on Feature Point[D]. Xi'an: Xidian University, 2017. (in Chinese). doi: 10.1109/tgrs.2016.2626373
[10] Y X YE, M M WANG, S Y HAO et al. A novel keypoint detector combining corners and blobs for remote sensing image registration. IEEE Geoscience and Remote Sensing Letters, 18, 451-455(2021).
[11] Y M XIANG, F WANG, H J YOU. OS-SIFT: a robust SIFT-like algorithm for high-resolution optical-to-SAR image registration in suburban areas. IEEE Transactions on Geoscience and Remote Sensing, 56, 3078-3090(2018).
[12] X T ZHANG, Y H WANG, H W LIU. Robust optical and SAR image registration based on OS-SIFT and cascaded sample consensus. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2022).
[13] J W FAN, Y WU, M LI et al. SAR and optical image registration using nonlinear diffusion and phase congruency structural descriptor. IEEE Transactions on Geoscience and Remote Sensing, 56, 5368-5379(2018).
[14] [14] 14保文星, 桑斯尔, 沈象飞. 基于信息熵约束和KAZE特征提取的遥感图像配准算法研究[J]. 光学 精密工程, 2020, 28(8): 1810-1819.BAOW X, SANGS E, SHENX F. Remote sensing image registration algorithm based on entropy constrained and KAZE feature extraction[J]. Opt. Precision Eng., 2020, 28(8): 1810-1819.(in Chinese)
[15] P KOVESI. Image Features from Phase Congruency. Viderei: Journal of Computer Vision Research, 1, 1-26(1999).
[16] P KOVESI. Phase Congruency Detects Corners and Edges, 2003, 309-318.
[17] [17] 17孙明超, 马天翔, 宋悦铭, 等. 基于相位特征的可见光和SAR遥感图像自动配准[J]. 光学 精密工程, 2021, 29(3): 616-627. doi: 10.37188/OPE.20212903.0616SUNM C, MAT X, SONGY M, et al. Automatic registration of optical and SAR remote sensing image based on phase feature[J]. Opt. Precision Eng., 2021, 29(3): 616-627.(in Chinese). doi: 10.37188/OPE.20212903.0616
[18] S PAUL, U C PATI. Automatic optical-to-SAR image registration using a structural descriptor. IET Image Processing, 14, 62-73(2020).
[19] J LI, Q HU, M AI. RIFT: multi-modal image matching based on radiation-variation insensitive feature transform. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 2019(2019).
[20] M C MORRONE, R A OWENS. Feature detection from local energy. Pattern Recognition Letters, 6, 303-313(1987).
[21] F DELLINGER, J DELON, Y GOUSSEAU et al. SAR-SIFT: a SIFT-like algorithm for SAR images. IEEE Transactions on Geoscience and Remote Sensing, 53, 453-466(2015).
[22] L N WANG, M C SUN, J H LIU et al. A robust algorithm based on phase congruency for optical and SAR image registration in suburban areas. Remote Sensing, 12, 3339(2020).
[23] Y WU, W P MA, M G GONG et al. A novel point-matching algorithm based on fast sample consensus for image registration. IEEE Geoscience and Remote Sensing Letters, 12, 43-47(2015).
Get Citation
Copy Citation Text
Lina WANG, Huaidan LIANG, Zhongshi WANG, Rui XU, Guangfeng SHI. Feature point detection for optical and SAR remote sensing images registration[J]. Optics and Precision Engineering, 2022, 30(14): 1738
Category: Information Sciences
Received: Nov. 24, 2021
Accepted: --
Published Online: Sep. 6, 2022
The Author Email: SHI Guangfeng (shiguangfeng@cust.edu.cn)