Filtering

Filtering is a method in the field of signal and data processing that belongs to the class of estimation techniques designed to extract meaningful information from noisy or incomplete observations by recursively updating the state of a dynamic system based on probabilistic models of its evolution and measurement processes, distinguished from smoothing or prediction by its focus on estimating the current state in real time as new sensor data becomes available.

16K

Publications

999.8K

Citations

42.3K

Authors

6.2K

Institutions

Publications per year

2017–2026

3.8K

Parents

Data AssimilationGeophysical Data ProcessingHidden Markov ModelsInteraction TechniquesSensor Signal ConditioningSignal ConditioningVisualization Interaction Design

Publications

16K

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 31K citations

Natural Sciences, Mathematics, Dynamical Systems +16

fastp: an ultra-fast all-in-one FASTQ preprocessor

Shifu Chen, Yanqing Zhou, Yaru Chen et al. · Bioinformatics · 2018 · 29.7K citations · Full text

Computing, Computer Engineering, Computer Science +8

Bilateral filtering for gray and color images

Carlo Tomasi, Roberto Manduchi · 2002 · 8.1K citations

Arts, Vision Science, Color Vision +16

Novel approach to nonlinear/non-Gaussian Bayesian state estimation

Neil Gordon, David Salmond, A. F. M. Smith · IEE Proceedings F Radar and Signal Processing · 1993 · 7.6K citations

Computing, Computer Science, Bayesian Data Analysis +16

New Results in Linear Filtering and Prediction Theory

R. E. Kalman, R. S. Bucy · Journal of Basic Engineering · 1961 · 6.3K citations

Natural Sciences, Mathematics, Dynamical Systems +16

1–5 of 16K

Authors

42.3K

ZW
Zidong Wang
Brunel University of London, United Kingdom
166 publications · 15.9K citations
73
h-index
PS
Peng Shi
The University of Adelaide, Australia
50 publications · 4.7K citations
35
h-index
HD
Hongli Dong
Northeast Petroleum University, China
39 publications · 2.9K citations
29
h-index
YS
Yuriy S. Shmaliy
Universidad de Guanajuato, Mexico
41 publications · 2.6K citations
29
h-index
HG
Huijun Gao
Harbin Institute of Technology, China
30 publications · 4K citations
27
h-index

1–5 of 42.3K

Institutions

6.2K

1–8 of 6.2K

Venues

IEEE Transactions on Signal Processing
451 publications · 39.8K citations
101
h-index
IEEE Transactions on Automatic Control
373 publications · 46.3K citations
99
h-index
Automatica
135 publications · 14.7K citations
57
h-index
IEEE Transactions on Aerospace and Electronic Systems
176 publications · 13.7K citations
55
h-index
IEEE Transactions on Acoustics Speech and Signal Processing
109 publications · 10.3K citations
49
h-index

1–5