Explaining noise effects in CNN: a practical case study on volcano signals.
João Paulo CanárioOtávio RibeiroRicardo Araújo RiosPublished in: SIBGRAPI (2022)
Keyphrases
- case study
- low signal to noise ratio
- real world
- noisy environments
- signal processing
- noise reduction
- noise level
- weak signal detection
- white noise
- signal to noise ratio
- practical application
- additive noise
- noise free
- random noise
- noisy data
- lessons learned
- signal detection
- convolutional neural network
- biomedical signals
- received signal
- weak signal
- cellular neural networks
- practical guidelines
- missing data