NS2NS: Self-Learning for Seismic Image Denoising
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3217289
Abstract: Attenuation of incoherent noise is an effective way to improve signal-to-noise ratio (SNR) of seismic data. Recently, supervised deep learning (DL)-based methods have been widely used for seismic image denoising, which often need plenty of… read more here.
Keywords: noise; seismic image; image denoising; noisy images ... See more keywords
Modified Method for Detecting Small Structures in Noisy Images
Sign Up to like & getrecommendations! Published in 2019 at "Optoelectronics, Instrumentation and Data Processing"
DOI: 10.3103/s8756699019060074
Abstract: A classifier for operation with 1-pixel image fragments is proposed. Element segmentation into object and background is performed based on posterior probabilities, which are calculated using a histogram. A simulation experiment has shown that the… read more here.
Keywords: method detecting; detecting small; noisy images; small structures ... See more keywords