Explainable blind-spot networks for self-supervised seismic coherent noise suppression

被引：0
|
作者：
Birnie, C. [1 ]
Ravasi, M. [1 ]
机构：
[1] King Abdullah University of Science and Technology, Saudi Arabia
来源：
84th EAGE Annual Conference and Exhibition | 2023年 / 3卷
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Deep learning - Gaussian noise (electronic) - Jacobian matrices
引用
收藏
页码：2099 / 2103
相关论文
共 50 条
  • [1] REMOVING STRUCTURED NOISE WITH SELF-SUPERVISED BLIND-SPOT NETWORKS
    Broaddus, Coleman
    Krull, Alexander
    Weigert, Martin
    Schmidt, Uwe
    Myers, Gene
    2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020), 2020, : 159 - 163
  • [2] Transfer learning for self-supervised, blind-spot seismic denoising
    Birnie, Claire
    Alkhalifah, Tariq
    FRONTIERS IN EARTH SCIENCE, 2022, 10
  • [3] Dual blind-spot network for self-supervised denoising in OCT images
    Ge, Chenkun
    Yu, Xiaojun
    Yuan, Miao
    Su, Boning
    Chen, Jinna
    Shum, Perry Ping
    Mo, Jianhua
    Liu, Linbo
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 97
  • [4] Complementary Blind-Spot Network for Self-Supervised Real Image Denoising
    Fan, Linwei
    Cui, Jin
    Li, Huiyu
    Yan, Xiaoyu
    Liu, Hui
    Zhang, Caiming
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34 (10) : 10107 - 10120
  • [5] Speckle2Void: Deep Self-Supervised SAR Despeckling With Blind-Spot Convolutional Neural Networks
    Molini, Andrea Bordone
    Valsesia, Diego
    Fracastoro, Giulia
    Magli, Enrico
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [6] Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network
    Jang, Yeong Il
    Lee, Keuntek
    Park, Gu Yong
    Kim, Seyun
    Cho, Nam Ik
    2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023), 2023, : 12162 - 12171
  • [7] SEISMIC DATA RANDOM NOISE ATTENUATION USING VISIBLE BLIND SPOT SELF-SUPERVISED LEARNING
    Xu, Zitai
    Wu, Bangyu
    Yang, Hui
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 2207 - 2210
  • [8] Self-Supervised Seismic Swell Noise Suppression From Noisy Seismic Data
    Xu, Weiwei
    Lipari, Vincenzo
    Bestagini, Paolo
    Chen, Wenchao
    Tubaro, Stefano
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62
  • [9] SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity
    Han, Young-Joo
    Yu, Ha-Jin
    PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2023, 2023, : 800 - 809
  • [10] Self-supervised denoising using optimized blind-spot networks for real-time application in 4D-OCT
    Nienhaus, Jonas
    Matten, Philipp
    Britten, Anja
    Schlegl, Thomas
    Hoeck, Eva
    Freytag, Alexander
    Everett, Matt
    Hecker-Denschlag, Nancy
    Drexler, Wolfgang
    Leitgeb, Rainer A.
    Schmoll, Tilman
    MEDICAL IMAGING 2023, 2023, 12464
12345