Physics-Informed Data Denoising for Real-Life Sensing Systems.
Xiyuan ZhangXiaohan FuDiyan TengChengyu DongKeerthivasan VijayakumarJiayun ZhangRanak Roy ChowdhuryJunsheng HanDezhi HongRashmi KulkarniJingbo ShangRajesh GuptaPublished in: CoRR (2023)
Keyphrases
- real life
- denoising
- data sets
- data structure
- database
- data collection
- synthetic data
- statistical analysis
- prior knowledge
- storage systems
- data quality
- raw data
- application domains
- computer systems
- data processing
- small number
- data mining
- data points
- machine learning
- data analysis
- high dimensional data
- original data
- artificial intelligence
- image denoising
- high quality
- complex systems
- management system
- high dimensional
- data sources
- end users
- probability distribution
- input data
- sensor networks