Fast Speckle Noise Suppression Algorithm in Breast Ultrasound Image Using Three-Dimensional Deep Learning [PDF]
Frontiers in Physiology, 2022 The rapid development of ultrasound medical imaging technology has greatly broadened the scope of application of ultrasound, which has been widely used in the screening, diagnosis of breast diseases and so on.
Xiaofeng Li +3 more
doaj +3 more sources
ICASSP 2023 Deep Noise Suppression Challenge [PDF]
IEEE Open Journal of Signal Processing, 2023 The ICASSP 2023 Deep Noise Suppression (DNS) Challenge marks the fifth edition of the DNS challenge series. DNS challenges were organized from 2019 to 2023 to foster research in the field of DNS.
Harishchandra Dubey +10 more
doaj +2 more sources
Noise Suppression With Similarity-Based Self-Supervised Deep Learning. [PDF]
IEEE Trans Med Imaging, 2023 Image denoising is a prerequisite for downstream tasks in many fields. Low-dose and photon-counting computed tomography (CT) denoising can optimize diagnostic performance at minimized radiation dose.
Niu C +6 more
europepmc +2 more sources
The potential of self-supervised networks for random noise suppression in seismic data [PDF]
Artificial Intelligence in Geosciences, 2021 Noise suppression is an essential step in any seismic processing workflow. A portion of this noise, particularly in land datasets, presents itself as random noise.
Claire Birnie +2 more
exaly +2 more sources
Toward improved urban earthquake monitoring through deep-learning-based noise suppression. [PDF]
Sci Adv, 2022 Earthquake monitoring in urban settings is essential but challenging, due to the strong anthropogenic noise inherent to urban seismic recordings. Here, we develop a deep-learning-based denoising algorithm, UrbanDenoiser, to filter out urban seismological
Yang L, Liu X, Zhu W, Zhao L, Beroza GC.
europepmc +2 more sources
Design of Power/Ground Noise Suppression Structures Based on a Dispersion Analysis for Packages and Interposers with Low-Loss Substrates [PDF]
Micromachines, 2022 In this study, power/ground noise suppression structures were designed based on a proposed dispersion analysis for packages and interposers with low-loss substrates.
Youngwoo Kim
doaj +2 more sources
Effective Excess Noise Suppression in Continuous-Variable Quantum Key Distribution through Carrier Frequency Switching [PDF]
Entropy, 2023 Continuous-variable quantum key distribution (CV-QKD) is a promising protocol that can be easily integrated with classical optical communication systems.
Jing Dong +6 more
doaj +2 more sources
Noise Suppression in Compressive Single-Pixel Imaging [PDF]
Sensors, 2020 Compressive single-pixel imaging (CSPI) is a novel imaging scheme that retrieves images with nonpixelated detection. It has been studied intensively for its minimum requirement of detector resolution and capacity to reconstruct image with underdetermined
Xianye Li +5 more
doaj +2 more sources
Noise suppression ability and its mechanism analysis of scale-free spiking neural network under white Gaussian noise. [PDF]
PLoS ONE, 2020 With the continuous improvement of automation and informatization, the electromagnetic environment has become increasingly complex. Traditional protection methods for electronic systems are facing with serious challenges.
Lei Guo +4 more
doaj +2 more sources
Speech enhancement by LSTM-based noise suppression followed by CNN-based speech restoration
EURASIP Journal on Advances in Signal Processing, 2020 Single-channel speech enhancement in highly non-stationary noise conditions is a very challenging task, especially when interfering speech is included in the noise.
Maximilian Strake +4 more
doaj +2 more sources