A study on smoothing for particle-filtered 3D human body tracking

QR Code

A study on smoothing for particle-filtered 3D human body tracking

Stochastic models have become the dominant means of approaching the problem of articulated 3D human body tracking, where approximate inference is employed to tractably estimate the high-dimensional (~30D) posture space. Of these approximate inference techniques, particle filtering is the most common...

Full description

Bibliographic Details
Main Authors:	Peursum, Patrick, Venkatesh, Svetha, West, Geoffrey
Format:	Journal Article
Published:	Springer Netherlands 2009
Subjects:	Smoothing Particle filtering Articulated human body tracking
Online Access:	http://hdl.handle.net/20.500.11937/48073

Similar Items

Bernouli Forward-Backward Smoothing for Track-Before-Detect
by: Wong, S., et al.
Published: (2014)

Bernoulli Forward-Backward Smoothing for Joint Target Detection and Tracking
by: Vo, Ba Tuong, et al.
Published: (2011)

A genetic optimization resampling based particle filtering algorithm for indoor target tracking
by: Zhou, Ning, et al.
Published: (2021)

A genetic optimization resampling based particle filtering algorithm for indoor target tracking
by: Zhou, Ning, et al.
Published: (2021)

On sub-ideal causal smoothing filters
by: Dokuchaev, Nikolai
Published: (2012)

Near-ideal causal smoothing filters for the real sequences
by: Dokuchaev, Nikolai
Published: (2015)

Discrete Particle Tracking in Fluid Flows for Particulate Filter Simulations
by: King, Andrew, et al.
Published: (2010)

The development and performance evaluation of Particle Filter–H∞ Filter for attitude estimation of a small satellite in low earth orbit
by: Aman, Asma Mohammad Nusrat
Published: (2023)

Bayesian Filtering With Random Finite Set Observations
by: Vo, Ba Tuong, et al.
Published: (2008)

A combined strip theory and smoothed particle hydrodynamics approach for estimating slamming loads on a ship in head seas
by: Veen, Daniel, et al.
Published: (2012)

Numerical simulation of two-dimensional Kelvin-Helmholtz instability using weakly compressible smoothed particle hydrodynamics
by: Yue, Thomas, et al.
Published: (2015)

Development of smooth particle hydrodynamics for the modelling of stresses around jack-in pile
by: Cyril, Perpetua Aaniya
Published: (2020)

Tracking-as-Recognition for Articulated Full-Body Human Motion Analysis
by: Peursum, Patrick, et al.
Published: (2007)

A discontinuous extended Kalman filter for non-smooth dynamic problems
by: Chatzis, M.N., et al.
Published: (2017)

Tuning a Kalman filter carrier tracking algorithm in the presence of ionospheric scintillation
by: Susi, Melania, et al.
Published: (2016)

Improved receiver tracking models for scintillation monitoring
by: Susi, Melania
Published: (2017)

A smoothed particle hydrodynamics study of ship bow slamming in ocean waves
by: Veen, Daniel John
Published: (2010)

On the Stability and the Approximation of Branching Distribution Flows, with Applications to Nonlinear Multiple Target Filtering
by: Caron, F., et al.
Published: (2011)

Dynamic simulations of many-body electrostatic self-assembly
by: Lindgren, Eric B., et al.
Published: (2018)

Observation-switching linear dynamic systems for tracking humans through unexpected partial occlusions by scene objects
by: Peursum, Patrick, et al.
Published: (2006)

Income Smoothing - an Analysis on the Current Evidence of Research
by: Ramli, Sohimi
Published: (1999)

Identification of particle-laden flow features from wavelet decomposition
by: Jackson, Andrew M., et al.
Published: (2017)

Numerical modelling of brittle fracture using lattice particle method with applications to fluid structure interaction problems via SPH coupling
by: Ng, Khai Ching, et al.
Published: (2023)

Cytotoxic Effect of Betulinic Acid on Vascular Smooth Muscle Cells
by: Vadivelu, Raja Kumar
Published: (2009)

Composite modelling of the effect of the water body geometry on landslide-tsunamis
by: Heller, Valentin
Published: (2015)

An SPH multi-fluid model based on quasi-buoyancy for interface stabilization up to high density ratios and realistic wave speed ratios
by: Kruisbrink, Arno C.H., et al.
Published: (2018)

Clonally expanded human airway smooth muscle cells exhibit morphological and functional heterogeneity
by: Singh, Shailendra R., et al.
Published: (2014)

Multiple moving speaker tracking via degenerate unmixing estimation technique and Cardinality Balanced Multi-target Multi-Bernoulli Filter (DUET-CBMeMBer)
by: Chong, N., et al.
Published: (2014)

Bayesian Multi-Object Filtering With Amplitude Feature Likelihood for Unknown Object SNR
by: Clark, D., et al.
Published: (2010)

Realtime computer interaction via eye tracking
by: Dubey, Premnath
Published: (2004)

Multi-Scale Human Pose Tracking in 2D Monocular Images
by: Tian, J., et al.
Published: (2014)

Filters for Spatial point Processes
by: Singh, S., et al.
Published: (2009)

An improved SPH method and its application in the turbulence multiphase flow in the bearing chamber of aeroengine
by: lyu, Xipeng
Published: (2022)

Combining image regions and human activity for indirect object recognition in indoor wide-angle views
by: Peursum, Patrick, et al.
Published: (2005)

CPHD Filtering With Unknown Clutter Rate and Detection Profile
by: Mahler, R., et al.
Published: (2011)

Occurrence of K1 and K2 serotypes and genotypic characteristics of extended spectrum β-lactamases-producing Klebsiella pneumoniae isolated from selected hospitals in Malaysia
by: Anuar, Nurul Syazrah, et al.
Published: (2024)

An objective comparison of cell-tracking algorithms
by: Ulman, Vladimír, et al.
Published: (2017)

A tripartite filter design for seamless pedestrian navigation using recursive 2-means clustering and Tukey update
by: Peltola, Pekka, et al.
Published: (2018)

A Novel Path Prediction Strategy for Tracking Intelligent Travelers
by: Motlagh, Omid Reza Esmaeili
Published: (2009)

Object tracking in SD-OCT images using Kalman filters
by: Guven, Deniz
Published: (2015)

Cannot write session to /tmp/vufind_sessions/sess_bn35btlcthcga7mh66254vu04t