Pose estimation and tracking using multivariate regression

Pose estimation and tracking using multivariate regression

This paper presents an extension of the relevance vector machine (RVM) algorithm to multivariate regression. This allows the application to the task of estimating the pose of an articulated object from a single camera. RVMs are used to learn a one-to-many mapping from image features to state space,...

Descripció completa

Dades bibliogràfiques
Autors principals:	Thayananthan, A, Navaratnam, R, Stenger, B, Torr, PHS, Cipolla, R
Format:	Journal article
Idioma:	English
Publicat:	Elsevier 2008

Ítems similars

Multivariate relevance vector machines for tracking
per: Thayananthan, A, et al.
Publicat: (2006)

Hand pose estimation using hierarchical detection
per: Stenger, B, et al.
Publicat: (2004)

Estimating 3D hand pose using hierarchical multi-label classification
per: Stenger, B, et al.
Publicat: (2006)

Hierarchical part-based human body pose estimation
per: Navaratnam, R, et al.
Publicat: (2005)

Hand tracking using a quadric surface model and Bayesian filtering
per: Cipolla, R, et al.
Publicat: (2003)

Model-based hand tracking using a hierarchical Bayesian filter
per: Stenger, B, et al.
Publicat: (2006)

Template-based hand detection and tracking
per: Cipolla, R, et al.
Publicat: (2005)

Filtering using a tree-based estimator
per: Stenger, B, et al.
Publicat: (2008)

Shape context and chamfer matching in cluttered scenes
per: Thayananthan, A, et al.
Publicat: (2003)

Regression-based human motion capture from voxel data
per: Sun, Y, et al.
Publicat: (2006)

A Bayesian estimation of building shape using MCMC
per: Dick, AR, et al.
Publicat: (2002)

Gaussian process latent variable models for human pose estimation
per: Ek, CH, et al.
Publicat: (2008)

Simultaneous segmentation and pose estimation of humans using dynamic graph cuts
per: Kohli, P, et al.
Publicat: (2008)

PoseField: an efficient mean-field based method for joint estimation of human pose, segmentation, and depth
per: Vineet, V, et al.
Publicat: (2013)

POSECUT: simultaneous segmentation and 3d pose estimation of humans using dynamic graph-cuts
per: Bray, M, et al.
Publicat: (2006)

3D hand shape and pose from images in the wild
per: Boukhayma, A, et al.
Publicat: (2020)

Randomized trees for human pose detection
per: Rogez, G, et al.
Publicat: (2008)

Real-time RGB-D camera pose estimation in novel scenes using a relocalisation cascade
per: Cavallari, T, et al.
Publicat: (2019)

Real-time RGB-D camera pose estimation in novel scenes using a relocalisation cascade
per: Cavallari, T, et al.
Publicat: (2018)

Fast human pose detection using randomized hierarchical cascades of rejectors
per: Rogez, G, et al.
Publicat: (2012)

Pose Selection for Underwater Object Detection, Pose Estimation, and Tracking
per: Hakon Teigland, et al.
Publicat: (2024-01-01)

Layer extraction with a Bayesian model of shapes
per: Torr, PHS, et al.
Publicat: (2003)

Multi-view stereo via volumetric graph-cuts
per: Vogiatzis, G, et al.
Publicat: (2005)

Modelling and interpretation of architecture from several images
per: Dick, AR, et al.
Publicat: (2004)

Bipartite graph reasoning GANs for person pose and facial image synthesis
per: Tang, H, et al.
Publicat: (2022)

On empirical Bayes estimation of multivariate regression coefficient
per: R. J. Karunamuni, et al.
Publicat: (2006-01-01)

Struck: structured output tracking with kernels
per: Hare, S, et al.
Publicat: (2012)

NAPS: Integrating pose estimation and tag‐based tracking
per: Scott W. Wolf, et al.
Publicat: (2023-10-01)

Combining single view recognition and multiple view stereo for architectural scenes
per: Dick, AR, et al.
Publicat: (2002)

Reconstructing relief surfaces
per: Vogiatzis, G, et al.
Publicat: (2007)

Regression-based hand pose estimation from multiple cameras
per: De Campos, T, et al.
Publicat: (2006)

Human pose estimation using a joint pixel-wise and part-wise formulation
per: Ladický, L, et al.
Publicat: (2015)

Vision-Based Satellite Recognition and Pose Estimation Using Gaussian Process Regression
per: Haopeng Zhang, et al.
Publicat: (2019-01-01)

Measuring teamwork for training in healthcare using eye tracking and pose estimation
per: Kerrin Elisabeth Weiss, et al.
Publicat: (2023-05-01)

Deep fully-connected part-based models for human pose estimation
per: De Bem, R, et al.
Publicat: (2018)

MLESAC: a new robust estimator with application to estimating image geometry
per: Torr, PHS, et al.
Publicat: (2000)

Bayesian model estimation and selection for epipolar geometry and generic manifold fitting
per: Torr, PHS
Publicat: (2002)

Efficient online structured output learning for keypoint-based object tracking
per: Hare, S, et al.
Publicat: (2012)

Collaborative large-scale dense 3D reconstruction with online inter-agent pose optimisation
per: Golodetz, S, et al.
Publicat: (2018)

ESTIMATION OF SEMIPARAMETRIC REGRESSION CURVE WITH MIXED ESTIMATOR OF MULTIVARIABLE LINEAR TRUNCATED SPLINE AND MULTIVARIABLE KERNEL
per: Hesikumalasari Hesikumalasari, et al.
Publicat: (2022-07-01)