J4

• 地球探测与信息技术 • Previous Articles     Next Articles

Denoising Via High Resolution Radon Transform

GONG Xiang-bo1,HAN Li-guo1,WANG En-li1,Du Li-zhi2   

  1. 1.College of GeoExploration Science and Technology, Jilin University, Changchun 130026, China;2.College of Construction Engineering, Jilin University, Changchun 130026, China
  • Received:2008-05-12 Revised:1900-01-01 Online:2009-01-26 Published:2009-01-26
  • Contact: GONG Xiang-bo

Abstract: Radon transform is widely used in the seismic processing, such as the events identification and estimation can be obtained a good result. By contrast the Radon domain data between the least squares inversion and the sparse constrained inversion which based on Bayesian principles, the latter is better and its convergence of the energy is with higher precision. And also the spatial truncation effect of the discrete calculation is suppressed. Through the analysis of model data with noise, compared high resolution Radon transform and 2D mask filter in Radon domain, both are better performing and have similar results, but the latter is more efficient. For the actual record, the denoising effect and computation efficiency of FK filtering, high resolution linear and parabolic Radon transform, 2D mask filter methods were also compared, the result showed that the 2D mask filter method is the best choice.

Key words: high resolution, Radon transform, mask filter, random noise, denoising

CLC Number: 

  • P631.4
[1] Liu Hongxue, Yang Huachao, Bian Hefang, Li Bin, Li Lei, Wang Sen.  Intelligent Extraction of Remote Sensing Image Change Patches Based on Deep Learning and Human-Computer Collaboration in Coal Mine Surface Areas [J]. Journal of Jilin University(Earth Science Edition), 2026, 56(3): 1076-1087.
[2] Tian Guang, Zhao Yan.

Inverse Q Filtering Method with Adjustable Amplitude Compensation Operator Under Signal-to-Noise Ratio Constraints [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(4): 1351-1360.

[3] Chen Huanqing, Gong Liang, Sun Lei, Han Jie.  High-Resolution Sequence Stratigraphy of Yulou Oil Bearing Sets in Western Depression of Liaohe Basin [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(3): 731-744.
[4] Li Ruiyou, Bai Ximin, Zhang Yong, Wang Jing, Zhu Liang, Ding Xiaohui, Li Guang. Using Wavelet Packet Denoising and BP Neural Network Based on GA Optimization for Transient Electromagnetic Inversion [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(3): 1003-1015.
[5] Wu Qiuying, Hu Bin, Liu Cai, Gao Rui. Multiple Suppression Method of Parabolic Radon Transform Based on L1/2   Regularization#br# [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(1): 323-336.
[6] Dai Qianwei , , Ding Hao, , Zhang Hua, , Zhang Hao , .

Noise Reduction Method of GPR Signal Based on VMD-SSA [J]. Journal of Jilin University(Earth Science Edition), 2022, 52(3): 701-712.

[7] Ding Yuxue, Zhou Xiangbin, Chu Weiyu, Mao Long, Sun Di, Sun Ruiqi. Application of High Resolution Remote Sensing Images in Ecological Safety Assessment of Mining Cities in China: An Example of Qitaihe County in Heilongjiang Province [J]. Journal of Jilin University(Earth Science Edition), 2021, 51(2): 533-542.
[8] Dai Liyan, Dong Hongli, Li Xuegui. Review of Microseismic Data Denoising Methods [J]. Journal of Jilin University(Earth Science Edition), 2019, 49(4): 1145-1159.
[9] Lin Song, Li Yuan, Cheng Miao, Deng Xiaohu, Wang Wei. Westward Extension and Quaternary Activity Characteristics of Jiayu Fault [J]. Journal of Jilin University(Earth Science Edition), 2018, 48(5): 1501-1511.
[10] Wang Xiannan, Liu Sixin, Cheng Hao. Application of Shearlet Transform for Suppressing Random Noise in GPR Data [J]. Journal of Jilin University(Earth Science Edition), 2017, 47(6): 1855-1864.
[11] Cui Yongfu, Li Guofa, Wu Guochen, Shang Shuai, Zhao Ruirui, Luo Lili. Seismic Denoising Technique Based on Surface Wave Modeling and Curvelet Transform [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(3): 911-919.
[12] Liu Weifu, Liu Shuanglong, Sun Lixin, Zhang Shaochen. High Resolution Sequence Stratigraphic Framework and Reservoir Characteristics of Putaohua Reservoir in Shengping Oilfield [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(1): 46-56.
[13] Liu Xia, Huang Yang, Huang Jing, Duan Zhiwei. Wavelet Entropy Threshold Seismic Signal Denoising Based on Empirical Mode Decomposition (EMD) [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(1): 262-269.
[14] Jia Liankai, Wu Shiguo, Dong Dongdong, Luan Yi. Seismic Multiple Model Analysis and Processing Skills in the Deepwater Area of Southern South China Sea [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(2): 611-629.
[15] Liu Cai, Cui Fangzi, Liu Yang, Wang Dian, Liu Dianmi, Zhang Peng. Threshold Denoising Method Based on New Seislet Transform in the Condition of Low SNR [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(1): 293-301.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Wu Yuankun, Liu Chenglin, Yu Chunyong.. Main Controlling Factors and Accumulation Mode of Deep Oil in Shuangcheng Fault Depression of Songliao Basin[J]. Journal of Jilin University(Earth Science Edition), 2024, 54(5): 1443 -1456 .
[2] Ma Rong, Shi Jiansheng, Liu Jichao. Application of Artificial Endocrine Network Model in Studying of Hydrogeology Parameter[J]. Journal of Jilin University(Earth Science Edition), 2013, 43(3): 914 -921 .
[3] Li Ning, Wang Chengwen. Formation and Evolution of Jiamusi-Mongolia Block and Contact Relationship of Late Paleozoic Strata in Northeast China and Adjacent Region[J]. Journal of Jilin University(Earth Science Edition), 2017, 47(5): 1331 -1340 .
[4] HU Da-qian, CHU Feng-you, YAO Jie. The Mineral Composition and Element Geochimestry of CoEnriched Crust from the YJA Sea Mount in the Central Pacific Ocean[J]. J4, 2006, 36(01): 32 -0037 .
[5] JIANG Xue, CHENG Ri-hui, YU Min-feng. Climate and Tectonic Controls on the Rift Stratigraphy:Analysis of Zscape Model and its Application in the BeianFaulting Depression of the Songliao Basin[J]. J4, 2006, 36(01): 54 -0059 .
[6] LI Chun-bai,ZHANG Xin-tao,LIU Li,REN Yan-guang,MENG Peng. The Thermal Fluid Activities and Their Modification on Volcaniclastic Rock in Budate Group-An Example from the Beier Sag of Hailaer Basin[J]. J4, 2006, 36(02): 221 -0226 .
[7] Meng Xiangang, Bo Wanju, Liu Zhiguang, LiuYong, Chang Liu, Li Chaozhu, Wang Ziping. Activity in the Middle East of Bayan Har Block with Lushan MS 7.0 Earthquake[J]. Journal of Jilin University(Earth Science Edition), 2014, 44(5): 1705 -1711 .
[8] Chen Huanqing, Liang Shuxian, Shu Zhirui, Deng Xiaojuan, Peng Shouchang. Characteristics of Conglomerate Reservoir Architecture of Alluvial Fan and Its Controlling Effects to Reservoir Development:Taking Alluvial Fan Reservoir in Some Area of Northwest Margin of Junggar Basin as an Example[J]. Journal of Jilin University(Earth Science Edition), 2015, 45(1): 13 -24 .
[9] JIA Dacheng, XING Lixin, PAN Jun, M. J. van Bergen, H. van Roermund. Geochemical Characteristics of the AluminumEnriched Spinels in Xenoliths from the Upper Mantle Shear Belt in Yitong,Northeastern China[J]. J4, 2006, 36(04): 497 -502 .
[10] XIE Zhong-lei, YANG Bai-ling, BAO Guo-zhang,DONG De-ming. Fractionation and Its Affecting Factors of Nickel in Tea Garden Soils[J]. J4, 2006, 36(04): 599 -604 .