Online learning and fusion of orientation appearance models for robust rigid object tracking

QR Code

Online learning and fusion of orientation appearance models for robust rigid object tracking

We present a robust framework for learning and fusing different modalities for rigid object tracking. Our method fuses data obtained from a standard visual camera and dense depth maps obtained by low-cost consumer depths cameras such as the Kinect. To combine these two completely different modalitie...

Full description

Bibliographic Details
Main Authors:	Marras, Ioannis, Medina, Joan Alabort, Tzimiropoulos, Georgios, Zafeiriou, Stefanos, Pantic, Maja
Format:	Conference or Workshop Item
Published:	2013
Online Access:	https://eprints.nottingham.ac.uk/31431/

Similar Items

Online learning and fusion of orientation appearance models for robust rigid object tracking
by: Marras, Ioannis, et al.
Published: (2014)

Fast and robust appearance-based tracking
by: Liwicki, Stephan, et al.
Published: (2011)

Generic active appearance models revisited
by: Tzimiropoulos, Georgios, et al.
Published: (2013)

Active orientation models for face alignment in-the-wild
by: Tzimiropoulos, Georgios, et al.
Published: (2014)

HOG active appearance models
by: Antonakos, Epameinondas, et al.
Published: (2014)

Hog active appearance models
by: Antonakos, Epameinondas, et al.
Published: (2014)

Sparse representations of image gradient orientations for visual recognition and tracking
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Robust learning from normals for 3D face recognition
by: Marras, Ioannis, et al.
Published: (2012)

Feature-based Lucas-Kanade and Active Appearance Models
by: Antonakos, Epameinondas, et al.
Published: (2015)

Robust and efficient parametric face alignment
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Subspace learning from image gradient orientations
by: Tzimiropoulos, Georgios, et al.
Published: (2012)

Subspace learning from image gradient orientations
by: Tzimiropoulos, Georgios, et al.
Published: (2012)

Principal component analysis of image gradient orientations for face recognition
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Subspace analysis of arbitrarily many linear filter responses with an application to face tracking
by: Zafeiriou, Stefanos, et al.
Published: (2011)

Efficient online subspace learning with an indefinite kernel for visual tracking and recognition
by: Liwicki, Stephan, et al.
Published: (2012)

Fast algorithms for fitting active appearance models to unconstrained images
by: Tzimiropoulos, Georgios, et al.
Published: (2016)

Fast and exact bi-directional fitting of active appearance models
by: Kossaifi, Jean, et al.
Published: (2015)

Fast and exact Newton and bidirectional fitting of Active Appearance Models
by: Kossaifi, Jean, et al.
Published: (2016)

Euler principal component analysis
by: Liwicki, Stephan, et al.
Published: (2013)

A semi-automatic methodology for facial landmark annotation
by: Sagonas, Christos, et al.
Published: (2013)

300 Faces in-the-Wild Challenge: the first facial landmark localization challenge
by: Sagonas, Christos, et al.
Published: (2013)

The first Facial Landmark Tracking in-the-Wild Challenge: benchmark and results
by: Shen, Jie, et al.
Published: (2015)

From pixels to response maps: discriminative image filtering for face alignment in the wild
by: Asthana, Akshay, et al.
Published: (2014)

300 faces in-the-wild challenge: database and results
by: Sagonas, Christos, et al.
Published: (2016)

Regularized kernel discriminant analysis with a robust kernel for face recognition and verification
by: Zafeiriou, Stefanos, et al.
Published: (2012)

Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks
by: Eyben, F., et al.
Published: (2011)

Optimization problems for fast AAM fitting in-the-wild
by: Tzimiropoulos, Georgios, et al.
Published: (2013)

Gauss-Newton Deformable Part Models for face alignment in-the-wild
by: Tzimiropoulos, Georgios, et al.
Published: (2014)

Robust Fusion for Multisensor Multiobject Tracking
by: Fantacci, C., et al.
Published: (2018)

A robust similarity measure for volumetric image registration with outliers
by: Snape, Patrick, et al.
Published: (2016)

Robust auxiliary particle filter with an adaptive appearance model for visual tracking
by: Kim, Du Yong, et al.
Published: (2011)

A dynamic appearance descriptor approach to facial actions temporal modeling
by: Jiang, Bihan, et al.
Published: (2014)

Online multi-object tracking via labeled random finite set with appearance learning
by: Kim, Du Yong
Published: (2017)

Bidirectional relighting for 3D-aided 2D face recognition
by: Toderici, George, et al.
Published: (2010)

Spatio-temporal auxiliary particle filtering with l1-Norm- Based Appearance Model Learning for Robust Visual Tracking
by: Kim, Du Yong, et al.
Published: (2013)

Tracking human poses in various scales with accurate appearance
by: Tian, J., et al.
Published: (2017)

Data fusion of radar and image measurements for multi-object tracking via Kalman filtering
by: Kim, Du Yong, et al.
Published: (2014)

Robust Object Tracking System via Sparse Representation: A Review
by: Syafawati, Md Yusof, et al.
Published: (2014)

A model-based approach for rigid object recognition
by: Chong, C., et al.
Published: (2006)

Robust Multi-Object Tracking: A Labeled Random Finite Set Approach
by: Gardiyawasam Punchihewa, Yuthika Samanmali
Published: (2018)