Robust filtering: Correlated noise and multidimensional observation
The Annals of Applied Probability, 2013 In the late seventies, Clark [In Communication Systems and Random Process Theory (Proc. 2nd NATO Advanced Study Inst., Darlington, 1977) (1978) 721-734, Sijthoff & Noordhoff] pointed out that it would be natural for $ _t$, the solution of the stochastic filtering problem, to depend continuously on the observed data $Y=\{Y_s,s\in[0,t]\}$.
D. Crisan +3 more
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The relation between U.S. money growth and inflation: evidence from a band-pass filter [PDF]
Christiano and Fitzgerald (2003) found a significant, positive correlation between M2 money growth and CPI inflation in all examined frequency bands for the U.S. prior to 1961.
Frederick Wallace, Gary Shelley
core
An Anti-Drift Background-Aware Correlation Filter for Visual Tracking in Complex Scenes
IEEE Access, 2019 The model drift problem is an inevitable problem for online visual tracking. Model drift can amplify the false tracking result over time and lead to failed tracking finally.
Shanshan Luo, Baoqing Li, Xiaobing Yuan
doaj +1 more source
Sampling Operator to Learn the Scalable Correlation Filter for Visual Tracking
IEEE Access, 2019 The correlation filter is suitable for tracking on account of its low computational complexity and promising performance. However, the number of available training samples is limited to the filter size, and the lack of samples leads to poor ...
Minkyu Lee +4 more
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A Kalman Filter-Based Kernelized Correlation Filter Algorithm for Pose Measurement of a Micro-Robot. [PDF]
Micromachines (Basel), 2021 Zhang H, Zhan H, Zhang L, Xu F, Ding X.
europepmc +1 more source
Extended kernelised correlation filter tracking
Electronics Letters, 2016 Due to the impressive high‐speed, correlation filters began to receive more attention. In this Letter, a real time target tracking framework based on the kernelised correlation filter is proposed. The framework includes two parts: a boosted fusion feature colour names‐histograms of oriented gradients (CN‐HOG) that consists of CNs and HOG, and a novel ...
Yang Ruan, Zhenzhong Wei
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Pedestrian surveillance system based on mobile vehicle
Dianxin kexue, 2017 Pedestrian surveillance is one of the most important aspects in the surveillance system.Traditional surveillance equipment can only cover the limit area.Namely,once the surveillance equipment is implemented,it can only monitor a specific region.Besides ...
Huijun XING, Shuo CHANG
doaj
Spatio-Temporal Context, Correlation Filter and Measurement Estimation Collaboration Based Visual Object Tracking. [PDF]
Sensors (Basel), 2021 Mehmood K +6 more
europepmc +1 more source
Design of coupled mace filters for optical pattern recognition using practical spatial light modulators [PDF]
Spatial light modulators (SLMs) are being used in correlation-based optical pattern recognition systems to implement the Fourier domain filters. Currently available SLMs have certain limitations with respect to the realizability of these filters ...
Khan, Ajmal, Rajan, P. K.
core +1 more source
Automatic Hyoid Bone Tracking in Real-Time Ultrasound Swallowing Videos Using Deep Learning Based and Correlation Filter Based Trackers. [PDF]
Sensors (Basel), 2021 Feng S +5 more
europepmc +1 more source