Sciweavers

4 search results - page 1 / 1
» Improving the Tracking Capability of Adaptive Filters via Co...
Sort
View
TSP
2008
168views more  TSP 2008»
13 years 4 months ago
Improving the Tracking Capability of Adaptive Filters via Convex Combination
As is well known, Hessian-based adaptive filters (such as the recursive-least squares algorithm
M. T. M. Silva, Victor H. Nascimento
ICASSP
2008
IEEE
13 years 11 months ago
A normalized adaptation scheme for the convex combination of two adaptive filters
Adaptive filtering schemes are subject to different tradeoffs regarding their steady-state misadjustment, speed of convergence and tracking performance. To alleviate these comp...
Luis Antonio Azpicueta-Ruiz, Aníbal R. Figu...
ECCV
2002
Springer
14 years 6 months ago
Towards Improved Observation Models for Visual Tracking: Selective Adaptation
Abstract. An important issue in tracking is how to incorporate an appropriate degree of adaptivity into the observation model. Without any adaptivity, tracking fails when object pr...
Andrew Blake, Jaco Vermaak, Michel Gangnet, Patric...
TSP
2010
12 years 11 months ago
Steady-state MSE performance analysis of mixture approaches to adaptive filtering
In this paper, we consider mixture approaches that adaptively combine outputs of several parallel running adaptive algorithms. These parallel units can be considered as diversity b...
Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C....